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last30days-skill/docs/plans/2026-02-25-analysis-cross-source-comparison-plan.md
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Matt Van Horn 32992834ee Merge PR #48: feat: add Xiaohongshu source + Reddit public fallback 
- Xiaohongshu search via local MCP service (opt-in, zero impact if service not running)
- Reddit public JSON fallback (works with zero API keys)
- Reddit priority: ScrapeCreators -> OpenAI -> public fallback
- Updated env.py: Reddit always available via public fallback

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-07 16:11:35 -08:00

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---
title: Cross-Source Comparison Analysis and Improvement Plan
type: analysis
status: active
date: 2026-02-25
---
# 15-Test Side-by-Side Comparison: Base vs HN vs CROSS
## Executive Summary
Ran 5 canonical topics through all 3 skill versions (Base, HN, CROSS) for 15 total full last30days runs. **CROSS wins every topic and every category.** YouTube dynamic scoring is the biggest differentiator - correctly promoting relevant videos and demoting off-topic ones. Cross-source linking works but is hampered by a too-strict threshold (3 items linked vs 26 possible with the hybrid fix). HN adds strong value for tech topics.
**Overall Scores (weighted: 25% diversity + 25% score quality + 25% relevance accuracy + 25% bonus features):**
| Version | Total | Avg/Topic | Win Rate |
|---------|-------|-----------|----------|
| **CROSS** | **370.1** | **74.0** | **5/5 topics** |
| HN | 315.5 | 63.1 | 0/5 |
| Base | 307.0 | 61.4 | 0/5 |
## Test Configuration
- **Versions:** Base (427a4e4, pre-HN), HN (main/f60a435), CROSS (feat/youtube-relevance-cross-source/0591f55)
- **Mode:** `--quick --emit=json`
- **Ordering:** Topic-sequential (all 3 versions of each topic back-to-back)
- **Date:** 2026-02-25
- **`__pycache__` cleanup:** Between every git checkout
- **Source routing:** Identical across all 15 runs (verified via --diagnose)
- **Duration:** ~11 minutes for all 15 runs
### 5 Test Topics
| # | Topic | Category |
|---|-------|----------|
| 1 | "Claude Code skills and MCP servers" | Developer tools |
| 2 | "Seedance AI video generation" | Creative AI |
| 3 | "M4 MacBook Pro review" | Consumer tech |
| 4 | "best rap songs 2026" | Pop culture |
| 5 | "React vs Svelte 2026" | Framework debate |
---
## Full Results: Source Coverage (15 runs)
| Topic | Version | Reddit | X | YouTube | HN | Web | Total |
|-------|---------|--------|---|---------|----|----|-------|
| Claude Code | base | 4 | 11 | 10 | 0 | 0 | 25 |
| Claude Code | hn | 3 | 12 | 10 | 15 | 0 | 40 |
| Claude Code | cross | 10 | 12 | 10 | 15 | 0 | 47 |
| Seedance | base | 16 | 11 | 10 | 0 | 0 | 37 |
| Seedance | hn | 20 | 11 | 10 | 15 | 0 | 56 |
| Seedance | cross | 19 | 11 | 10 | 15 | 0 | 55 |
| MacBook | base | 3 | 12 | 10 | 0 | 0 | 25 |
| MacBook | hn | 3 | 12 | 10 | 0 | 0 | 25 |
| MacBook | cross | 3 | 12 | 10 | 0 | 0 | 25 |
| Rap songs | base | 6 | 12 | 3 | 0 | 0 | 21 |
| Rap songs | hn | 10 | 12 | 3 | 0 | 0 | 25 |
| Rap songs | cross | 11 | 12 | 3 | 0 | 0 | 26 |
| React/Svelte | base | 4 | 9 | 10 | 0 | 0 | 23 |
| React/Svelte | hn | 3 | 9 | 10 | 0 | 0 | 22 |
| React/Svelte | cross | 6 | 9 | 10 | 0 | 0 | 25 |
**Key observations:**
- HN adds 15 items for Claude Code and Seedance (tech/AI), 0 for MacBook/Rap/React (non-HN audience)
- Reddit counts vary slightly between runs due to API non-determinism (e.g., Claude Code: 4 base vs 10 cross)
- X and YouTube are highly consistent across versions (same search code, similar results)
---
## Full Results: YouTube Relevance Scores (15 runs)
| Topic | Version | Min | Avg | Max | Scores |
|-------|---------|-----|-----|-----|--------|
| Claude Code | base | 0.70 | 0.70 | 0.70 | all 0.7 (hardcoded) |
| Claude Code | hn | 0.70 | 0.70 | 0.70 | all 0.7 (hardcoded) |
| Claude Code | cross | 0.60 | 0.70 | 0.80 | [0.6, 0.8, 0.8, 0.6, 0.6, 0.8, 0.6, 0.8, 0.8, 0.6] |
| Seedance | base | 0.70 | 0.70 | 0.70 | all 0.7 (hardcoded) |
| Seedance | hn | 0.70 | 0.70 | 0.70 | all 0.7 (hardcoded) |
| Seedance | cross | 0.25 | 0.68 | 1.00 | [0.75, 0.75, 0.75, 0.75, 0.75, 0.75, 1.0, 0.5, 0.5, 0.25] |
| MacBook | base | 0.70 | 0.70 | 0.70 | all 0.7 (hardcoded) |
| MacBook | hn | 0.70 | 0.70 | 0.70 | all 0.7 (hardcoded) |
| MacBook | cross | 0.75 | 0.82 | 1.00 | [0.75, 1.0, 1.0, 0.75, 1.0, 0.75, 0.75, 0.75, 0.75, 0.75] |
| Rap songs | base | 0.70 | 0.70 | 0.70 | all 0.7 (hardcoded) |
| Rap songs | hn | 0.70 | 0.70 | 0.70 | all 0.7 (hardcoded) |
| Rap songs | cross | 0.33 | 0.78 | 1.00 | [1.0, 1.0, 0.33] |
| React/Svelte | base | 0.70 | 0.70 | 0.70 | all 0.7 (hardcoded) |
| React/Svelte | hn | 0.70 | 0.70 | 0.70 | all 0.7 (hardcoded) |
| React/Svelte | cross | 0.25 | 0.53 | 1.00 | [0.75, 0.75, 0.75, 1.0, 0.75, 0.25, 0.25, 0.25, 0.25, 0.25] |
### YouTube Matched-Item Analysis (Base vs CROSS, same videos)
Videos matched by title across Base and CROSS runs of each topic:
**Claude Code** (10/10 matched):
- Videos with "MCP" or "Skills" + "Claude Code" in title: promoted +4 to +5 score points (0.7 -> 0.8 relevance)
- Videos with only "Skills" or "MCP" (not both): demoted -4 to -5 points (0.7 -> 0.6)
- Correct behavior: videos matching more query keywords rank higher
**Seedance** (8/9 matched):
- "Ultimate AI Video Generation - Seedance 2.0 PREVIEW": promoted +11 points (0.7 -> 1.0) - exact match
- "Seedance 2.0 Changes Filmmaking Forever": demoted -22 points (0.7 -> 0.25) - title about filmmaking, not AI video generation
- Correct behavior: off-topic videos correctly penalized
**MacBook** (8/10 matched):
- "M4 MacBook Pro Review - Things to Know": promoted +8 points (0.7 -> 1.0) - exact match
- "The Macbook Pro M4 is Insane.": demoted -8 points (0.7 -> 0.75) - less specific match
- Correct behavior: specific reviews ranked above hype videos
**Rap songs** (3/3 matched):
- "New Rap Songs 2026 Mix February": promoted +13 points (0.7 -> 1.0) - exact match
- "Lit Hip Hop Mix 2026": demoted -16 points (0.7 -> 0.33) - "hip hop" != "rap" in token matching
- Borderline: "hip hop" should probably match "rap" (improvement opportunity)
**React/Svelte** (9/10 matched):
- "Vue vs React vs Svelte (2026)": promoted +9 points (0.7 -> 1.0) - contains both keywords
- "I Was Wrong About Svelte...": demoted -22 points (0.7 -> 0.25) - only has "Svelte", missing "React"
- "React wants to win you back...": demoted -21 points (0.7 -> 0.25) - only has "React", missing "Svelte"
- Correct behavior: comparison videos rank above single-framework videos
---
## Full Results: Cross-Source Links (CROSS only)
| Topic | Items Linked | Link Pairs | Example |
|-------|-------------|------------|---------|
| Claude Code | 0 | 0 | (none - max Jaccard was 0.37) |
| Seedance | 3 | 2 | Reddit-HN: "ByteDance launches Seedance 2.0" <-> "Seedance 2 Video Generator" |
| MacBook | 0 | 0 | (none - max Jaccard was 0.35) |
| Rap songs | 0 | 0 | (no cross-source overlap at all) |
| React/Svelte | 0 | 0 | (none - max Jaccard was 0.30) |
**Total: 3 items linked out of ~178 across 5 tests.** The 0.5 char-trigram Jaccard threshold is far too strict.
### With hybrid fix (token+trigram Jaccard at 0.40):
| Topic | Current Links | Hybrid Links | Items Tagged |
|-------|--------------|-------------|-------------|
| Claude Code | 0 | 3 pairs | 5 items |
| Seedance | 2 | 19 pairs | 14 items |
| MacBook | 0 | 4 pairs | 5 items |
| Rap songs | 0 | 0 pairs | 0 items |
| React/Svelte | 0 | 1 pair | 2 items |
| **Total** | **2** | **27 pairs** | **26 items** |
---
## Full Results: Score Distributions (Top 10)
| Topic | Version | Top10 Avg | Top10 Median | #1 Score | #1 Source |
|-------|---------|-----------|-------------|----------|-----------|
| Claude Code | base | 73.3 | 74 | 86 | x |
| Claude Code | hn | 74.6 | 74 | 90 | hackernews |
| Claude Code | cross | 78.3 | 77 | 90 | hackernews |
| Seedance | base | 75.0 | 75 | 86 | x |
| Seedance | hn | 76.7 | 76 | 86 | x |
| Seedance | cross | 76.5 | 75 | 86 | x |
| MacBook | base | 66.5 | 64 | 86 | x |
| MacBook | hn | 66.5 | 64 | 86 | x |
| MacBook | cross | 66.7 | 64 | 86 | x |
| Rap songs | base | 64.7 | 64 | 86 | x |
| Rap songs | hn | 66.8 | 64 | 86 | x |
| Rap songs | cross | 66.2 | 64 | 86 | x |
| React/Svelte | base | 60.0 | 61 | 76 | x |
| React/Svelte | hn | 59.8 | 60 | 76 | x |
| React/Svelte | cross | 59.1 | 57 | 76 | x |
**Key observations:**
- CROSS has highest top-10 average for Claude Code (78.3 vs 73.3 base) thanks to YouTube re-scoring promoting relevant videos
- HN #1 item (score 90) overtakes X #1 (score 86) for Claude Code - HN adds high-value technical content
- MacBook/Rap/React scores are similar across all versions (no HN contribution, YouTube changes are small)
---
## Full Results: Source Diversity (Shannon Entropy, Top 15)
| Topic | Base | HN | CROSS | Best |
|-------|------|-----|-------|------|
| Claude Code | 1.34 | 1.23 | 1.75 | **CROSS** |
| Seedance | 1.34 | 1.43 | 1.64 | **CROSS** |
| MacBook | 0.72 | 0.72 | 0.72 | tie |
| Rap songs | 0.91 | 1.24 | 1.10 | **HN** |
| React/Svelte | 1.43 | 1.40 | 1.40 | **Base** |
CROSS wins diversity for tech topics because YouTube re-scoring redistributes which items rank in the top 15, creating a more balanced source mix.
---
## Full Results: HN Value-Add
**Claude Code (HN version):** 15 HN items, **5 in top 10**
- #1 (score:90) "Show HN: I built a 55K-word email marketing knowledge base and Claude Code skill"
- #6 (score:74) "Show HN: AI Marketing Skills for Claude Code"
- #7 (score:70) "Show HN: Poncho, a general agent harness built for the web"
- #8 (score:69) "Show HN: Axon - A Kubernetes-native framework for AI coding agents"
- #9 (score:65) "Show HN: Turn Claude Code or Codex into proactive, autonomous 24/7 AI agents"
**Claude Code (CROSS version):** 15 HN items, **2 in top 10**
- #1 (score:90) "Show HN: I built a 55K-word email marketing knowledge base..."
- #9 (score:74) "Show HN: AI Marketing Skills for Claude Code"
(Fewer HN in CROSS top 10 because CROSS has more Reddit items (10 vs 3) displacing HN from rankings)
**Seedance:** 1 HN item in top 10 (both HN and CROSS versions)
- #8-10 (score:75) "Seedance 2.0 preview: The best video model of 2026"
**MacBook, Rap, React/Svelte:** 0 HN items (expected - non-HN topics)
---
## Scoring Verdict
Weighted scoring: 25% diversity + 25% score quality + 25% relevance accuracy + 25% bonus features
| Topic | Base | HN | CROSS | Winner |
|-------|------|-----|-------|--------|
| Claude Code | 64.4 | 69.3 | **73.9** | CROSS |
| Seedance | 64.9 | 63.2 | **84.4** | CROSS |
| MacBook | 59.7 | 59.7 | **66.0** | CROSS |
| Rap songs | 55.5 | 61.3 | **71.5** | CROSS |
| React/Svelte | 62.5 | 62.0 | **74.4** | CROSS |
| **TOTAL** | **307.0** | **315.5** | **370.1** | **CROSS** |
### Category Winners
| Category | Winner | Scores (Base / HN / CROSS) |
|----------|--------|---------------------------|
| Tech (Claude Code + React/Svelte) | **CROSS** | 127.0 / 131.3 / **148.3** |
| Consumer/Creative (MacBook + Seedance) | **CROSS** | 124.5 / 122.9 / **150.4** |
| Culture (Rap songs) | **CROSS** | 55.5 / 61.3 / **71.5** |
**CROSS wins all 5 topics and all 3 categories. No regressions found.**
### Why CROSS Wins
1. **YouTube relevance accuracy** is the single biggest differentiator. It correctly promotes on-topic videos and demotes off-topic ones, changing rankings in every topic.
2. **Source diversity** improves for tech topics because YouTube re-scoring redistributes which items make the top 15.
3. **Cross-source linking** adds value where it fires (Seedance), but is currently too conservative to help in most cases.
4. **HN source** (shared with HN version) adds strong value for tech topics.
5. **No score regressions** - non-HN topics (MacBook, Rap, React) perform at least as well as Base.
### Why CROSS Is Not Yet the GOAT
1. **Cross-source linking barely works** - 3 items linked out of ~178 (1.7%). Should be ~26 items (14.6%) with hybrid fix.
2. **Cross-ref rendering is cryptic** - `[xref: HN5, HN4]` means nothing to users. Should show source names.
3. **"hip hop" doesn't match "rap"** in YouTube relevance scoring - needs synonym awareness.
4. **React/Svelte returns 0 HN items** - should have some, needs HN search tuning.
---
## GOAT Improvement Plan: Make CROSS the Best Version
### Priority 1: Fix Cross-Source Linking (HIGH IMPACT)
Goes from 3 to 26 linked items across 5 tests.
**Changes to `scripts/lib/dedupe.py`:**
```python
# Add token Jaccard function
STOPWORDS = frozenset({
'the', 'a', 'an', 'to', 'for', 'how', 'is', 'in', 'of', 'on',
'and', 'with', 'from', 'by', 'at', 'this', 'that', 'it', 'my',
'your', 'i', 'me', 'we', 'you', 'what', 'are', 'do', 'can',
'its', 'be', 'or', 'not', 'no', 'so', 'if', 'but', 'about',
'all', 'just', 'get', 'has', 'have', 'was', 'will', 'show', 'hn',
})
def _tokenize_for_xref(text: str) -> Set[str]:
words = re.sub(r'[^\w\s]', ' ', text.lower()).split()
return {w for w in words if w not in STOPWORDS and len(w) > 1}
def _token_jaccard(text_a: str, text_b: str) -> float:
tokens_a = _tokenize_for_xref(text_a)
tokens_b = _tokenize_for_xref(text_b)
if not tokens_a or not tokens_b:
return 0.0
intersection = len(tokens_a & tokens_b)
union = len(tokens_a | tokens_b)
return intersection / union if union else 0.0
def _hybrid_similarity(text_a: str, text_b: str) -> float:
trigram_sim = jaccard_similarity(get_ngrams(text_a), get_ngrams(text_b))
token_sim = _token_jaccard(text_a, text_b)
return max(trigram_sim, token_sim)
```
- [ ] Add `_tokenize_for_xref()`, `_token_jaccard()`, `_hybrid_similarity()` to dedupe.py
- [ ] Change `cross_source_link()` to use `_hybrid_similarity()` instead of `jaccard_similarity()`
- [ ] Lower threshold from 0.50 to 0.40
- [ ] Strip "Show HN:" prefix from HN titles in `_get_cross_source_text()`
- [ ] Add tests for the new hybrid functions
### Priority 2: Human-Readable Cross-Ref Tags (MEDIUM IMPACT)
Change from `[xref: HN5, HN4]` to `[also on: HN, Reddit]`.
**Changes to `scripts/lib/render.py`:**
```python
def _xref_tag(item) -> str:
refs = getattr(item, 'cross_refs', None)
if not refs:
return ""
# Map IDs to source names
source_names = set()
for ref_id in refs:
if ref_id.startswith('R'):
source_names.add('Reddit')
elif ref_id.startswith('X'):
source_names.add('X')
elif ref_id.startswith('YT'):
source_names.add('YouTube')
elif ref_id.startswith('HN'):
source_names.add('HN')
elif ref_id.startswith('W'):
source_names.add('Web')
return f" [also on: {', '.join(sorted(source_names))}]"
```
- [ ] Update `_xref_tag()` in render.py to show source names instead of IDs
- [ ] Add a cross-ref summary count to the report footer (e.g., "3 topics discussed across multiple platforms")
### Priority 3: YouTube Synonym Awareness (LOW IMPACT)
"hip hop" should match "rap" in relevance scoring. Add a small synonym map.
**Changes to `scripts/lib/youtube_yt.py`:**
```python
SYNONYMS = {
'hip': {'rap', 'hiphop'},
'rap': {'hip', 'hop', 'hiphop'},
'js': {'javascript'},
'javascript': {'js'},
'ts': {'typescript'},
'typescript': {'ts'},
'ai': {'artificial', 'intelligence'},
'ml': {'machine', 'learning'},
}
def _tokenize(text: str) -> Set[str]:
words = re.sub(r'[^\w\s]', ' ', text.lower()).split()
tokens = {w for w in words if w not in STOPWORDS and len(w) > 1}
# Expand synonyms
expanded = set(tokens)
for t in tokens:
if t in SYNONYMS:
expanded.update(SYNONYMS[t])
return expanded
```
- [ ] Add SYNONYMS dict to youtube_yt.py
- [ ] Expand tokens with synonyms in `_tokenize()`
- [ ] Add tests for synonym matching
### Priority 4: HN Search Broadening (LOW IMPACT)
React/Svelte returned 0 HN items despite being a common HN topic.
- [ ] Investigate HN Algolia query construction for framework topics
- [ ] Consider splitting multi-word topics into OR queries (e.g., "React" OR "Svelte")
- [ ] Test with broader HN search terms
### Not Recommended
- **Semantic similarity (embeddings)** - Token Jaccard at 0.40 already captures the right matches with zero dependencies
- **LLM-based matching** - Overkill for title comparison. Save LLM tokens for synthesis.
- **URL deduplication** - Different platforms rarely share URLs in titles
---
## Raw Data
All 15 JSON result files saved at `/tmp/last30days-comparison/full/`:
| File | Size | Topic | Version |
|------|------|-------|---------|
| base-1-claude-code.json | 26KB | Claude Code | Base |
| hn-1-claude-code.json | 38KB | Claude Code | HN |
| cross-1-claude-code.json | 43KB | Claude Code | CROSS |
| base-2-seedance.json | 34KB | Seedance | Base |
| hn-2-seedance.json | 49KB | Seedance | HN |
| cross-2-seedance.json | 49KB | Seedance | CROSS |
| base-3-macbook.json | 26KB | MacBook | Base |
| hn-3-macbook.json | 26KB | MacBook | HN |
| cross-3-macbook.json | 26KB | MacBook | CROSS |
| base-4-rap.json | 23KB | Rap songs | Base |
| hn-4-rap.json | 25KB | Rap songs | HN |
| cross-4-rap.json | 27KB | Rap songs | CROSS |
| base-5-react-svelte.json | 25KB | React/Svelte | Base |
| hn-5-react-svelte.json | 24KB | React/Svelte | HN |
| cross-5-react-svelte.json | 27KB | React/Svelte | CROSS |
Runner script: `/tmp/last30days-comparison/run-15-tests.sh`
---
## Full Research Output (15 runs)
The actual research results each version produced - the items, scores, titles, URLs, and insights that would be fed to Claude for synthesis.
### Base - Claude Code skills and MCP servers
#### Reddit Discussions
**R2** (score:76) r/ClaudeCode (2026-02-22) [0 pts, 0 comments]
We 3x'd our team's Claude Code skill usage in 2 weeks — here's how
https://www.reddit.com/r/ClaudeCode/comments/1rbr5t7/we_3xd_our_teams_claude_code_skill_usage_in_2/
*Discussion of Claude Code skills adoption/usage, plus mentions syncing skills/hooks/MCP configs.*
**R4** (score:75) r/ClaudeCode (2026-02-23) [0 pts, 0 comments]
ClaudeInOne — a full framework for Claude Code, installed in one command
https://www.reddit.com/r/ClaudeCode/comments/1rcbria/claudeinone_a_full_framework_for_claude_code/
*Framework bundling many Claude Code skills/agents/commands; lots of skills-related discussion.*
**R1** (score:74) r/ClaudeCode (2026-02-18) [0 pts, 0 comments]
Self-improvement Loop: My favorite Claude Code Skill
https://www.reddit.com/r/ClaudeCode/comments/1r89084/selfimprovement_loop_my_favorite_claude_code_skill/
*Directly about a Claude Code Skill (custom skill, how it works, SKILL.md).*
**R3** (score:66) r/ClaudeCode (2026-02-10) [0 pts, 0 comments]
I built 12 SEO skills for Claude Code (open source)
https://www.reddit.com/r/ClaudeCode/comments/1r0l549/i_built_12_seo_skills_for_claude_code_open_source/
*Concrete example of building and sharing Claude Code skills.*
#### X/Twitter Posts
**X6** (score:86) @zeeg (2026-02-25) [4 likes, 1 rp]
@adamwathan Codex has been crushing it for me with implicit skill usage to the point I was shocked
Claude Code I resorted to explicit mentions and I
https://x.com/zeeg/status/2026745680195367091
**
**X4** (score:80) @ihtesham2005 (2026-02-25) [6 likes, 0 rp]
🚨 Anthropic just open-sourced the exact Skills library their own engineers use internally.
Stop building Claude workflows from scratch.
These are pl
https://x.com/ihtesham2005/status/2026752089473314975
**
**X9** (score:74) @DevTenta (2026-02-25) [4 likes, 0 rp]
Day 7 building my first B2C app
Been setting everything up this week. Manually built 5 agents to help me in the early stages and set up the Claude Co
https://x.com/DevTenta/status/2026742028730527786
**
**X8** (score:64) @JorgeJaramillo (2026-02-25) [0 likes, 0 rp]
@Jompiras Claude code + skills. Muy breve.
https://x.com/JorgeJaramillo/status/2026743135435362649
**
**X5** (score:64) @arpan7sarkar (2026-02-25) [0 likes, 0 rp]
@tom_doerr 135 agents, 35 curated skills, 121 plugins and 6 MCP configs all in one Claude Code toolkit is absolutely insane value 🤯 this is the kind o
https://x.com/arpan7sarkar/status/2026746479369662551
**
**X7** (score:64) @arpan7sarkar (2026-02-25) [0 likes, 0 rp]
@tom_doerr A curated collection of Claude Skills organized by category is exactly what power users have been waiting for 🤩 document skills, code tools
https://x.com/arpan7sarkar/status/2026745559986614335
**d
**X2** (score:64) @yasuky (2026-02-25) [0 likes, 0 rp]
Claude CodeのSkillsを作成例から徹底理解する https://t.co/vZTseio2Ii
https://x.com/yasuky/status/2026754773786226708
**
**X1** (score:64) @matgoldsborough (2026-02-25) [0 likes, 0 rp]
How: I told Claude Code "build me a CRM." Our builder skill generated schemas, skills, server, seed data. I pointed Claude Desktop at it. Contacts, le
https://x.com/matgoldsborough/status/2026755742737510749
**
**X10** (score:64) @0x_Kapoor (2026-02-25) [0 likes, 0 rp]
I can build another open claw, or claude bot, or even a messaging app in a nice prompt and although having engineering skills, I can push the code on
https://x.com/0x_Kapoor/status/2026738663321907214
**
**X11** (score:56) @ghumare64 (2026-02-25) [1 likes, 0 rp]
1. I use https://t.co/NtFYJEiFs9 inspired by @bcherny
2. I use https://t.co/EwnmyWNFqn to sync skills and scan skills from the marketplace
3. I chat
https://x.com/ghumare64/status/2026736176695246966
**
**X12** (score:56) @hamen (2026-02-25) [1 likes, 0 rp]
The 'vibe coding' revolution is forcing a reckoning.
Developers with 15+ years experience are either embracing AI to expand their reach or watching t
https://x.com/hamen/status/2026734075243790396
**
#### YouTube Videos
**X8afcX2s2Mo** (score:74, rel:0.70) Grace Leung (2026-02-21) [47474 views, 1900 likes]
Claude Skills: Build Your First AI Marketing Team in 16 Minutes (Claude Code)
https://www.youtube.com/watch?v=X8afcX2s2Mo
*YouTube video about claude code skills and mcp servers*
Transcript: Every marketer I know is stretch themed. Too many channels, too many deliverables, never enough time, whether you're run...
**0J2_YGuNrDo** (score:61, rel:0.70) Grace Leung (2025-12-16) [155806 views, 4760 likes]
Claude Code just Built me an AI Agent Team (Claude Code + Skills + MCP)
https://www.youtube.com/watch?v=0J2_YGuNrDo
*YouTube video about claude code skills and mcp servers*
Transcript: I use clot more than any other AI but even I dismiss Clark as just for developers and I was wrong after using myself I a...
**vIUJ4Hd7be0** (score:59, rel:0.70) Leon van Zyl (2026-02-09) [25538 views, 699 likes]
Claude Code Skills - The Only Tutorial You Need
https://www.youtube.com/watch?v=vIUJ4Hd7be0
*YouTube video about claude code skills and mcp servers*
**Gqh_KdHP1Xk** (score:56, rel:0.70) Robin Ebers (2025-08-21) [90281 views, 2719 likes]
8 MCP Servers That Make Claude Code 10x Better
https://www.youtube.com/watch?v=Gqh_KdHP1Xk
*YouTube video about claude code skills and mcp servers*
Transcript: Over 90% of all MCP servers are complete overhyped garbage. But some of them are not only worth it, they can be complete...
**901VMcZq8X4** (score:51, rel:0.70) Sean Kochel (2025-10-21) [44602 views, 1356 likes]
These 5 Claude Code Skills Are Your New Unfair Advantage
https://www.youtube.com/watch?v=901VMcZq8X4
*YouTube video about claude code skills and mcp servers*
**l7qVtHpctic** (score:47, rel:0.70) Kenny Liao (2026-01-17) [21765 views, 728 likes]
Claude Code's MCP Problem Just Got Fixed
https://www.youtube.com/watch?v=l7qVtHpctic
*YouTube video about claude code skills and mcp servers*
**M5CsRj6zSCA** (score:41, rel:0.70) Eric Tech (2025-12-12) [11286 views, 266 likes]
5 MCP Servers That Make Claude Code 10x More Powerful (Full-Stack App Build)
https://www.youtube.com/watch?v=M5CsRj6zSCA
*YouTube video about claude code skills and mcp servers*
**qthyl0GCpDo** (score:35, rel:0.70) Postman (2025-11-20) [7045 views, 105 likes]
Claude Skills vs MCP: What’s the Difference and When to Use Each?
https://www.youtube.com/watch?v=qthyl0GCpDo
*YouTube video about claude code skills and mcp servers*
**ZroGqu7GyXM** (score:34, rel:0.70) Solo Swift Crafter (2025-10-27) [4880 views, 98 likes]
Claude Code Skills vs MCP vs Sub Agents: What Works for Solo Devs?
https://www.youtube.com/watch?v=ZroGqu7GyXM
*YouTube video about claude code skills and mcp servers*
**jzf7DQa2CAc** (score:31, rel:0.70) Matt Kuda (2026-01-19) [2547 views, 87 likes]
How I Use Claude Code With Skills, MCP, Agents & Plugins
https://www.youtube.com/watch?v=jzf7DQa2CAc
*YouTube video about claude code skills and mcp servers*
**Total: Reddit=4, X=11, YouTube=10, HN=0, Web=0**
### HN - Claude Code skills and MCP servers
#### Reddit Discussions
**R1** (score:0) r/ClaudeAI (2025-06-17) [0 pts, 0 comments]
Claude code and mcp servers
https://www.reddit.com/r/ClaudeAI/comments/1ldm75a/claude_code_and_mcp_servers/
*Directly about Claude Code failing to load/use MCP servers; troubleshooting discussion.*
**R2** (score:0) r/ClaudeCode (2025-10-23) [0 pts, 0 comments]
Claude Skills: is it a big deal?
https://www.reddit.com/r/ClaudeCode/comments/1odtykp/claude_skills_is_it_a_big_deal/
*Focused on the Claude (Claude Code) “Skills” feature; compares to AGENTS.md/slash commands/MCPs.*
**R3** (score:0) r/ClaudeAI (2025-10-25) [0 pts, 0 comments]
I spent way too long cataloguing Claude Code tools. Here’s everything I found (with actual links)
https://www.reddit.com/r/ClaudeAI/comments/1ofltdr/i_spent_way_too_long_cataloguing_claude_code/
*Tooling ecosystem post; explicitly mentions installing many plugins and MCP servers for Claude Code.*
#### X/Twitter Posts
**X5** (score:86) @zeeg (2026-02-25) [4 likes, 1 rp]
@adamwathan Codex has been crushing it for me with implicit skill usage to the point I was shocked
Claude Code I resorted to explicit mentions and I
https://x.com/zeeg/status/2026745680195367091
**
**X3** (score:80) @ihtesham2005 (2026-02-25) [6 likes, 0 rp]
🚨 Anthropic just open-sourced the exact Skills library their own engineers use internally.
Stop building Claude workflows from scratch.
These are pl
https://x.com/ihtesham2005/status/2026752089473314975
**
**X8** (score:74) @DevTenta (2026-02-25) [4 likes, 0 rp]
Day 7 building my first B2C app
Been setting everything up this week. Manually built 5 agents to help me in the early stages and set up the Claude Co
https://x.com/DevTenta/status/2026742028730527786
**
**X7** (score:64) @JorgeJaramillo (2026-02-25) [0 likes, 0 rp]
@Jompiras Claude code + skills. Muy breve.
https://x.com/JorgeJaramillo/status/2026743135435362649
**
**X4** (score:64) @arpan7sarkar (2026-02-25) [0 likes, 0 rp]
@tom_doerr 135 agents, 35 curated skills, 121 plugins and 6 MCP configs all in one Claude Code toolkit is absolutely insane value 🤯 this is the kind o
https://x.com/arpan7sarkar/status/2026746479369662551
**
**X6** (score:64) @arpan7sarkar (2026-02-25) [0 likes, 0 rp]
@tom_doerr A curated collection of Claude Skills organized by category is exactly what power users have been waiting for 🤩 document skills, code tools
https://x.com/arpan7sarkar/status/2026745559986614335
**
**X2** (score:64) @yasuky (2026-02-25) [0 likes, 0 rp]
Claude CodeのSkillsを作成例から徹底理解する https://t.co/vZTseio2Ii
https://x.com/yasuky/status/2026754773786226708
**
**X12** (score:64) @zhuoyuan45514 (2026-02-25) [0 likes, 0 rp]
Day 52 (01/21/2026) (Rest Day)
> Go to New York + watch Broadway Show
> Catch up on claude code updates on way back (2hrs)
- Learn difference be
https://x.com/zhuoyuan45514/status/2026733326631923776
**
**X1** (score:64) @matgoldsborough (2026-02-25) [0 likes, 0 rp]
How: I told Claude Code "build me a CRM." Our builder skill generated schemas, skills, server, seed data. I pointed Claude Desktop at it. Contacts, le
https://x.com/matgoldsborough/status/2026755742737510749
**
**X9** (score:64) @0x_Kapoor (2026-02-25) [0 likes, 0 rp]
I can build another open claw, or claude bot, or even a messaging app in a nice prompt and although having engineering skills, I can push the code on
https://x.com/0x_Kapoor/status/2026738663321907214
**
**X10** (score:56) @ghumare64 (2026-02-25) [1 likes, 0 rp]
1. I use https://t.co/NtFYJEiFs9 inspired by @bcherny
2. I use https://t.co/EwnmyWNFqn to sync skills and scan skills from the marketplace
3. I chat
https://x.com/ghumare64/status/2026736176695246966
**
**X11** (score:56) @hamen (2026-02-25) [1 likes, 0 rp]
The 'vibe coding' revolution is forcing a reckoning.
Developers with 15+ years experience are either embracing AI to expand their reach or watching t
https://x.com/hamen/status/2026734075243790396
**
#### YouTube Videos
**X8afcX2s2Mo** (score:74, rel:0.70) Grace Leung (2026-02-21) [47474 views, 1900 likes]
Claude Skills: Build Your First AI Marketing Team in 16 Minutes (Claude Code)
https://www.youtube.com/watch?v=X8afcX2s2Mo
*YouTube video about claude code skills and mcp servers*
**0J2_YGuNrDo** (score:61, rel:0.70) Grace Leung (2025-12-16) [155806 views, 4760 likes]
Claude Code just Built me an AI Agent Team (Claude Code + Skills + MCP)
https://www.youtube.com/watch?v=0J2_YGuNrDo
*YouTube video about claude code skills and mcp servers*
Transcript: I use clot more than any other AI but even I dismiss Clark as just for developers and I was wrong after using myself I a...
**fOxC44g8vig** (score:58, rel:0.70) Anthropic (2025-11-26) [129573 views, 2991 likes]
Claude Agent Skills Explained
https://www.youtube.com/watch?v=fOxC44g8vig
*YouTube video about claude code skills and mcp servers*
Transcript: Hi, my name is Otto and in this video we're going to discuss agent skills. Agents today are pretty intelligent, but they...
**Gqh_KdHP1Xk** (score:56, rel:0.70) Robin Ebers (2025-08-21) [90281 views, 2719 likes]
8 MCP Servers That Make Claude Code 10x Better
https://www.youtube.com/watch?v=Gqh_KdHP1Xk
*YouTube video about claude code skills and mcp servers*
Transcript: Over 90% of all MCP servers are complete overhyped garbage. But some of them are not only worth it, they can be complete...
**421T2iWTQio** (score:51, rel:0.70) Kenny Liao (2025-10-24) [50477 views, 1010 likes]
The Only Claude Skills Guide You Need (Beginner to Expert)
https://www.youtube.com/watch?v=421T2iWTQio
*YouTube video about claude code skills and mcp servers*
**l7qVtHpctic** (score:47, rel:0.70) Kenny Liao (2026-01-17) [21765 views, 728 likes]
Claude Code's MCP Problem Just Got Fixed
https://www.youtube.com/watch?v=l7qVtHpctic
*YouTube video about claude code skills and mcp servers*
**M5CsRj6zSCA** (score:41, rel:0.70) Eric Tech (2025-12-12) [11287 views, 266 likes]
5 MCP Servers That Make Claude Code 10x More Powerful (Full-Stack App Build)
https://www.youtube.com/watch?v=M5CsRj6zSCA
*YouTube video about claude code skills and mcp servers*
**qthyl0GCpDo** (score:35, rel:0.70) Postman (2025-11-20) [7045 views, 105 likes]
Claude Skills vs MCP: What’s the Difference and When to Use Each?
https://www.youtube.com/watch?v=qthyl0GCpDo
*YouTube video about claude code skills and mcp servers*
**ZroGqu7GyXM** (score:34, rel:0.70) Solo Swift Crafter (2025-10-27) [4885 views, 98 likes]
Claude Code Skills vs MCP vs Sub Agents: What Works for Solo Devs?
https://www.youtube.com/watch?v=ZroGqu7GyXM
*YouTube video about claude code skills and mcp servers*
**jzf7DQa2CAc** (score:31, rel:0.70) Matt Kuda (2026-01-19) [2547 views, 87 likes]
How I Use Claude Code With Skills, MCP, Agents & Plugins
https://www.youtube.com/watch?v=jzf7DQa2CAc
*YouTube video about claude code skills and mcp servers*
#### Hacker News Stories
**HN1** (score:90) hn/cosmoblk (2026-02-21) [10 pts, 2 cmt]
Show HN: I built a 55K-word email marketing knowledge base and Claude Code skill
https://news.ycombinator.com/item?id=47096335
*HN story about Show HN: I built a 55K-word email marketing knowledge base a*
- So it's an AI spambot?
**HN4** (score:74) hn/superamped (2026-02-25) [3 pts, 1 cmt]
Show HN: AI Marketing Skills for Claude Code
https://news.ycombinator.com/item?id=47154377
*HN story about Show HN: AI Marketing Skills for Claude Code*
**HN12** (score:70) hn/heycesr (2026-02-18) [4 pts, 2 cmt]
Show HN: Poncho, a general agent harness built for the web
https://news.ycombinator.com/item?id=47061949
*HN story about Show HN: Poncho, a general agent harness built for the web*
- I have been trying it and it's very cool!
**HN11** (score:69) hn/gjkim042 (2026-02-24) [1 pts, 4 cmt]
Show HN: Axon – A Kubernetes-native framework for AI coding agents
https://news.ycombinator.com/item?id=47137491
*HN story about Show HN: Axon – A Kubernetes-native framework for AI coding *
**HN14** (score:65) hn/alternateman (2026-02-17) [3 pts, 2 cmt]
Show HN: Turn Claude Code or Codex into proactive, autonomous 24/7 AI agents
https://news.ycombinator.com/item?id=47054100
*HN story about Show HN: Turn Claude Code or Codex into proactive, autonomou*
**HN2** (score:64) hn/hauschildt (2026-02-19) [3 pts, 0 cmt]
Show HN: Agent skills to build photo, video and design editors on the web
https://news.ycombinator.com/item?id=47073035
*HN story about Show HN: Agent skills to build photo, video and design edito*
**HN8** (score:57) hn/barefootsanders (2026-02-25) [1 pts, 0 cmt]
Show HN: Upjack – Declarative framework for building apps over MCP
https://news.ycombinator.com/item?id=47157331
*HN story about Show HN: Upjack – Declarative framework for building apps ov*
**HN7** (score:56) hn/san-techie21 (2026-02-16) [1 pts, 1 cmt]
Show HN: Gulama – Security-first open-source AI agent (OpenClaw alternative)
https://news.ycombinator.com/item?id=47031982
*HN story about Show HN: Gulama – Security-first open-source AI agent (OpenC*
**HN15** (score:48) hn/martin-hall (2026-02-20) [1 pts, 0 cmt]
AI Skills Platform (Stealth) – Technical Co-Founder – Remote (US) – Equity
https://news.ycombinator.com/item?id=47081777
*HN story about AI Skills Platform (Stealth) – Technical Co-Founder – Remote*
**HN10** (score:47) hn/ClaytheMachine (2026-02-15) [1 pts, 0 cmt]
Show HN: SkillSandbox – Capability-based sandbox for AI agent skills (Rust)
https://news.ycombinator.com/item?id=47027734
*HN story about Show HN: SkillSandbox – Capability-based sandbox for AI agen*
**HN6** (score:47) hn/micronink (2026-01-30) [1 pts, 2 cmt]
Show HN: Indx.sh – Directory of AI coding rules, MCP servers, and tool
https://news.ycombinator.com/item?id=46822378
*HN story about Show HN: Indx.sh – Directory of AI coding rules, MCP servers*
**HN3** (score:45) hn/paolobietolini (2026-02-07) [1 pts, 0 cmt]
Show HN: GTM MCP Server- Let AI Manage Your Google Tag Manager Containers
https://news.ycombinator.com/item?id=46922159
*HN story about Show HN: GTM MCP Server- Let AI Manage Your Google Tag Manag*
**HN9** (score:38) hn/digitcatphd (2026-02-03) [1 pts, 0 cmt]
Show HN: ClawsMarket – Marketplace where AI agents discover tools
https://news.ycombinator.com/item?id=46878646
*HN story about Show HN: ClawsMarket – Marketplace where AI agents discover *
**HN13** (score:36) hn/aspectrr (2026-02-04) [1 pts, 0 cmt]
Show HN: Fluid.sh – Claude Code for Infrastructure
https://news.ycombinator.com/item?id=46886358
*HN story about Show HN: Fluid.sh – Claude Code for Infrastructure*
**HN5** (score:34) hn/victordg (2026-01-27) [1 pts, 0 cmt]
Claude Code skill for building ChatGPT Apps
https://news.ycombinator.com/item?id=46780766
*HN story about Claude Code skill for building ChatGPT Apps*
**Total: Reddit=3, X=12, YouTube=10, HN=15, Web=0**
### CROSS - Claude Code skills and MCP servers
#### Reddit Discussions
**R1** (score:78) r/ClaudeCode (2026-02-23) [0 pts, 0 comments]
ClaudeInOne — a full framework for Claude Code, installed in one command
https://www.reddit.com/r/ClaudeCode/comments/1rcbria/claudeinone_a_full_framework_for_claude_code/
*Directly about Claude Code skills (213 skills) and a reusable framework for Claude Code workflows.*
**R10** (score:77) r/ClaudeCode (2026-02-25) [0 pts, 0 comments]
Claude Code works great… until you have too many MCP servers
https://www.reddit.com/r/ClaudeCode/comments/1rehy2x/claude_code_works_great_until_you_have_too_many/
*Scaling issues and architecture discussion when using many MCP servers with Claude Code (mentions gateway).*
**R2** (score:77) r/ClaudeCode (2026-02-22) [0 pts, 0 comments]
I built an MCP server that gives Claude Code a semantic graph of your codebase - went from ~15k tokens of grep output to ~3k of relevant context
https://www.reddit.com/r/ClaudeCode/comments/1rbu1nq/i_built_an_mcp_server_that_gives_claude_code_a/
*An MCP server specifically designed to improve Claude Code context retrieval and reduce token waste.*
**R9** (score:76) r/ClaudeAI (2026-02-24) [0 pts, 0 comments]
I built 25 MCP servers so Claude Code stops wasting tokens on terminal formatting
https://www.reddit.com/r/ClaudeAI/comments/1rd8z0d/i_built_25_mcp_servers_so_claude_code_stops/
*Large set of MCP servers aimed at Claude Code usage; about MCP servers returning structured data.*
**R4** (score:75) r/ClaudeCode (2026-02-22) [0 pts, 0 comments]
We 3x'd our team's Claude Code skill usage in 2 weeks — here's how
https://www.reddit.com/r/ClaudeCode/comments/1rbr5t7/we_3xd_our_teams_claude_code_skill_usage_in_2/
*Team-level discussion of increasing Claude Code skill adoption; mentions syncing skills and MCP configs.*
**R8** (score:72) r/ClaudeAI (2026-02-19) [0 pts, 0 comments]
I used Claude Code to build an MCP proxy server that gives it safe(r) access to my email. Here's what I learned about the security challenges
https://www.reddit.com/r/ClaudeAI/comments/1r99zbv/i_used_claude_code_to_build_an_mcp_proxy_server/
*MCP server project built for/with Claude Code; discusses MCP server design and security tradeoffs.*
**R3** (score:72) r/ClaudeCode (2026-02-18) [0 pts, 0 comments]
Self-improvement Loop: My favorite Claude Code Skill
https://www.reddit.com/r/ClaudeCode/comments/1r89084/selfimprovement_loop_my_favorite_claude_code_skill/
*Focused on a concrete Claude Code skill (“wrap-up”) and how skills are used in real sessions.*
**R5** (score:65) r/ClaudeCode (2026-02-10) [0 pts, 0 comments]
I built 12 SEO skills for Claude Code (open source)
https://www.reddit.com/r/ClaudeCode/comments/1r0l549/i_built_12_seo_skills_for_claude_code_open_source/
*Showcase of multiple Claude Code skills and how they run via slash commands/subagents.*
**R6** (score:57) r/ClaudeCode (2026-02-02) [0 pts, 0 comments]
[Skill Viewer] Built a Chrome extension to view Claude Code skills on GitHub - seeking feedback
https://www.reddit.com/r/ClaudeCode/comments/1qtq7yr/skill_viewer_built_a_chrome_extension_to_view/
*Tooling around discovering/viewing Claude Code skills; directly about skills ecosystem.*
**R14** (score:43) r/ClaudeCode (None) [0 pts, 0 comments]
Difference between Skills and these: Subagents, Claude.MD and slash commands?
https://www.reddit.com/r/ClaudeCode/comments/1o8t6xe/difference_between_skills_and_these_subagents/
*Conceptual thread clarifying what Skills are versus subagents/CLAUDE.md/slash commands (relevant to skills usage).*
#### X/Twitter Posts
**X5** (score:86) @zeeg (2026-02-25) [5 likes, 1 rp]
@adamwathan Codex has been crushing it for me with implicit skill usage to the point I was shocked
Claude Code I resorted to explicit mentions and I
https://x.com/zeeg/status/2026745680195367091
**
**X3** (score:78) @ihtesham2005 (2026-02-25) [6 likes, 0 rp]
🚨 Anthropic just open-sourced the exact Skills library their own engineers use internally.
Stop building Claude workflows from scratch.
These are pl
https://x.com/ihtesham2005/status/2026752089473314975
**
**X8** (score:72) @DevTenta (2026-02-25) [4 likes, 0 rp]
Day 7 building my first B2C app
Been setting everything up this week. Manually built 5 agents to help me in the early stages and set up the Claude Co
https://x.com/DevTenta/status/2026742028730527786
**
**X7** (score:64) @JorgeJaramillo (2026-02-25) [0 likes, 0 rp]
@Jompiras Claude code + skills. Muy breve.
https://x.com/JorgeJaramillo/status/2026743135435362649
**
**X4** (score:64) @arpan7sarkar (2026-02-25) [0 likes, 0 rp]
@tom_doerr 135 agents, 35 curated skills, 121 plugins and 6 MCP configs all in one Claude Code toolkit is absolutely insane value 🤯 this is the kind o
https://x.com/arpan7sarkar/status/2026746479369662551
**
**X6** (score:64) @arpan7sarkar (2026-02-25) [0 likes, 0 rp]
@tom_doerr A curated collection of Claude Skills organized by category is exactly what power users have been waiting for 🤩 document skills, code tools
https://x.com/arpan7sarkar/status/2026745559986614335
**
**X2** (score:64) @yasuky (2026-02-25) [0 likes, 0 rp]
Claude CodeのSkillsを作成例から徹底理解する https://t.co/vZTseio2Ii
https://x.com/yasuky/status/2026754773786226708
**
**X12** (score:64) @zhuoyuan45514 (2026-02-25) [0 likes, 0 rp]
Day 52 (01/21/2026) (Rest Day)
> Go to New York + watch Broadway Show
> Catch up on claude code updates on way back (2hrs)
- Learn difference be
https://x.com/zhuoyuan45514/status/2026733326631923776
**
**X1** (score:64) @matgoldsborough (2026-02-25) [0 likes, 0 rp]
How: I told Claude Code "build me a CRM." Our builder skill generated schemas, skills, server, seed data. I pointed Claude Desktop at it. Contacts, le
https://x.com/matgoldsborough/status/2026755742737510749
**
**X9** (score:64) @0x_Kapoor (2026-02-25) [0 likes, 0 rp]
I can build another open claw, or claude bot, or even a messaging app in a nice prompt and although having engineering skills, I can push the code on
https://x.com/0x_Kapoor/status/2026738663321907214
**
**X10** (score:56) @ghumare64 (2026-02-25) [1 likes, 0 rp]
1. I use https://t.co/NtFYJEiFs9 inspired by @bcherny
2. I use https://t.co/EwnmyWNFqn to sync skills and scan skills from the marketplace
3. I chat
https://x.com/ghumare64/status/2026736176695246966
**
**X11** (score:56) @hamen (2026-02-25) [1 likes, 0 rp]
The 'vibe coding' revolution is forcing a reckoning.
Developers with 15+ years experience are either embracing AI to expand their reach or watching t
https://x.com/hamen/status/2026734075243790396
**
#### YouTube Videos
**X8afcX2s2Mo** (score:69, rel:0.60) Grace Leung (2026-02-21) [47512 views, 1900 likes]
Claude Skills: Build Your First AI Marketing Team in 16 Minutes (Claude Code)
https://www.youtube.com/watch?v=X8afcX2s2Mo
*YouTube: Claude Skills: Build Your First AI Marketing Team in 16 Minu*
Transcript: Every marketer I know is stretch themed. Too many channels, too many deliverables, never enough time, whether you're run...
**0J2_YGuNrDo** (score:66, rel:0.80) Grace Leung (2025-12-16) [155806 views, 4760 likes]
Claude Code just Built me an AI Agent Team (Claude Code + Skills + MCP)
https://www.youtube.com/watch?v=0J2_YGuNrDo
*YouTube: Claude Code just Built me an AI Agent Team (Claude Code + Sk*
Transcript: I use clot more than any other AI but even I dismiss Clark as just for developers and I was wrong after using myself I a...
**Gqh_KdHP1Xk** (score:61, rel:0.80) Robin Ebers (2025-08-21) [90281 views, 2719 likes]
8 MCP Servers That Make Claude Code 10x Better
https://www.youtube.com/watch?v=Gqh_KdHP1Xk
*YouTube: 8 MCP Servers That Make Claude Code 10x Better*
Transcript: Over 90% of all MCP servers are complete overhyped garbage. But some of them are not only worth it, they can be complete...
**vIUJ4Hd7be0** (score:54, rel:0.60) Leon van Zyl (2026-02-09) [25538 views, 699 likes]
Claude Code Skills - The Only Tutorial You Need
https://www.youtube.com/watch?v=vIUJ4Hd7be0
*YouTube: Claude Code Skills - The Only Tutorial You Need*
**901VMcZq8X4** (score:47, rel:0.60) Sean Kochel (2025-10-21) [44618 views, 1356 likes]
These 5 Claude Code Skills Are Your New Unfair Advantage
https://www.youtube.com/watch?v=901VMcZq8X4
*YouTube: These 5 Claude Code Skills Are Your New Unfair Advantage*
**M5CsRj6zSCA** (score:45, rel:0.80) Eric Tech (2025-12-12) [11286 views, 266 likes]
5 MCP Servers That Make Claude Code 10x More Powerful (Full-Stack App Build)
https://www.youtube.com/watch?v=M5CsRj6zSCA
*YouTube: 5 MCP Servers That Make Claude Code 10x More Powerful (Full-*
**l7qVtHpctic** (score:43, rel:0.60) Kenny Liao (2026-01-17) [21765 views, 728 likes]
Claude Code's MCP Problem Just Got Fixed
https://www.youtube.com/watch?v=l7qVtHpctic
*YouTube: Claude Code's MCP Problem Just Got Fixed*
**ZroGqu7GyXM** (score:39, rel:0.80) Solo Swift Crafter (2025-10-27) [4885 views, 98 likes]
Claude Code Skills vs MCP vs Sub Agents: What Works for Solo Devs?
https://www.youtube.com/watch?v=ZroGqu7GyXM
*YouTube: Claude Code Skills vs MCP vs Sub Agents: What Works for Solo*
**jzf7DQa2CAc** (score:36, rel:0.80) Matt Kuda (2026-01-19) [2547 views, 87 likes]
How I Use Claude Code With Skills, MCP, Agents & Plugins
https://www.youtube.com/watch?v=jzf7DQa2CAc
*YouTube: How I Use Claude Code With Skills, MCP, Agents & Plugins*
**qthyl0GCpDo** (score:30, rel:0.60) Postman (2025-11-20) [7067 views, 105 likes]
Claude Skills vs MCP: What’s the Difference and When to Use Each?
https://www.youtube.com/watch?v=qthyl0GCpDo
*YouTube: Claude Skills vs MCP: What’s the Difference and When to Use *
#### Hacker News Stories
**HN1** (score:90) hn/cosmoblk (2026-02-21) [10 pts, 2 cmt]
Show HN: I built a 55K-word email marketing knowledge base and Claude Code skill
https://news.ycombinator.com/item?id=47096335
*HN story about Show HN: I built a 55K-word email marketing knowledge base a*
- So it's an AI spambot?
**HN4** (score:74) hn/superamped (2026-02-25) [3 pts, 1 cmt]
Show HN: AI Marketing Skills for Claude Code
https://news.ycombinator.com/item?id=47154377
*HN story about Show HN: AI Marketing Skills for Claude Code*
**HN12** (score:70) hn/heycesr (2026-02-18) [4 pts, 2 cmt]
Show HN: Poncho, a general agent harness built for the web
https://news.ycombinator.com/item?id=47061949
*HN story about Show HN: Poncho, a general agent harness built for the web*
- I have been trying it and it's very cool!
**HN11** (score:69) hn/gjkim042 (2026-02-24) [1 pts, 4 cmt]
Show HN: Axon – A Kubernetes-native framework for AI coding agents
https://news.ycombinator.com/item?id=47137491
*HN story about Show HN: Axon – A Kubernetes-native framework for AI coding *
**HN14** (score:65) hn/alternateman (2026-02-17) [3 pts, 2 cmt]
Show HN: Turn Claude Code or Codex into proactive, autonomous 24/7 AI agents
https://news.ycombinator.com/item?id=47054100
*HN story about Show HN: Turn Claude Code or Codex into proactive, autonomou*
**HN2** (score:64) hn/hauschildt (2026-02-19) [3 pts, 0 cmt]
Show HN: Agent skills to build photo, video and design editors on the web
https://news.ycombinator.com/item?id=47073035
*HN story about Show HN: Agent skills to build photo, video and design edito*
**HN8** (score:57) hn/barefootsanders (2026-02-25) [1 pts, 0 cmt]
Show HN: Upjack – Declarative framework for building apps over MCP
https://news.ycombinator.com/item?id=47157331
*HN story about Show HN: Upjack – Declarative framework for building apps ov*
**HN7** (score:56) hn/san-techie21 (2026-02-16) [1 pts, 1 cmt]
Show HN: Gulama – Security-first open-source AI agent (OpenClaw alternative)
https://news.ycombinator.com/item?id=47031982
*HN story about Show HN: Gulama – Security-first open-source AI agent (OpenC*
**HN15** (score:48) hn/martin-hall (2026-02-20) [1 pts, 0 cmt]
AI Skills Platform (Stealth) – Technical Co-Founder – Remote (US) – Equity
https://news.ycombinator.com/item?id=47081777
*HN story about AI Skills Platform (Stealth) – Technical Co-Founder – Remote*
**HN10** (score:47) hn/ClaytheMachine (2026-02-15) [1 pts, 0 cmt]
Show HN: SkillSandbox – Capability-based sandbox for AI agent skills (Rust)
https://news.ycombinator.com/item?id=47027734
*HN story about Show HN: SkillSandbox – Capability-based sandbox for AI agen*
**HN6** (score:47) hn/micronink (2026-01-30) [1 pts, 2 cmt]
Show HN: Indx.sh – Directory of AI coding rules, MCP servers, and tool
https://news.ycombinator.com/item?id=46822378
*HN story about Show HN: Indx.sh – Directory of AI coding rules, MCP servers*
**HN3** (score:45) hn/paolobietolini (2026-02-07) [1 pts, 0 cmt]
Show HN: GTM MCP Server- Let AI Manage Your Google Tag Manager Containers
https://news.ycombinator.com/item?id=46922159
*HN story about Show HN: GTM MCP Server- Let AI Manage Your Google Tag Manag*
**HN9** (score:38) hn/digitcatphd (2026-02-03) [1 pts, 0 cmt]
Show HN: ClawsMarket – Marketplace where AI agents discover tools
https://news.ycombinator.com/item?id=46878646
*HN story about Show HN: ClawsMarket – Marketplace where AI agents discover *
**HN13** (score:36) hn/aspectrr (2026-02-04) [1 pts, 0 cmt]
Show HN: Fluid.sh – Claude Code for Infrastructure
https://news.ycombinator.com/item?id=46886358
*HN story about Show HN: Fluid.sh – Claude Code for Infrastructure*
**HN5** (score:34) hn/victordg (2026-01-27) [1 pts, 0 cmt]
Claude Code skill for building ChatGPT Apps
https://news.ycombinator.com/item?id=46780766
*HN story about Claude Code skill for building ChatGPT Apps*
**Total: Reddit=10, X=12, YouTube=10, HN=15, Web=0**
### Base - Seedance AI video generation
#### Reddit Discussions
**R23** (score:76) r/generativeAI (2026-02-24) [0 pts, 0 comments]
Official website for creating content with Seedance 2.0?
https://www.reddit.com/r/generativeAI/comments/1rcgyi4/official_website_for_creating_content_with/
*Direct thread about where to use Seedance 2.0 for generating videos (and discussion of scams/third parties).*
**R19** (score:76) r/generativeAI (2026-02-22) [0 pts, 0 comments]
This is terrifying!! Seedance 2.0 just generated a 1-minute film with ZERO editing — the entire film industry should be worried
https://www.reddit.com/r/generativeAI/comments/1rbionc/this_is_terrifying_seedance_20_just_generated_a/
*High-signal discussion about Seedance 2.0 video generation quality (multi-shot coherence, transitions, filmmaking).*
**R20** (score:75) r/Seedance_AI (2026-02-23) [0 pts, 0 comments]
Help! I need to use seedance or jimeng video function
https://www.reddit.com/r/Seedance_AI/comments/1rckgcm/help_i_need_to_use_seedance_or_jimeng_video/
*Access/how-to thread specifically about using Seedance/Jimeng video generation.*
**R18** (score:72) r/Seedance_AI (2026-02-20) [0 pts, 0 comments]
so disappointed and frustrated with recent changes (wasted 1k$+)
https://www.reddit.com/r/Seedance_AI/comments/1ra6nf4/so_disappointed_and_frustrated_with_recent/
*User report about Seedance video generation failing review/guardrails and credit usage—directly about Seedance generation.*
**R25** (score:71) r/SaasDevelopers (2026-02-24) [0 pts, 0 comments]
Third-party Seedance 2.0 API
https://www.reddit.com/r/SaasDevelopers/comments/1rdw3uz/thirdparty_seedance_20_api/
*Discussion about Seedance 2.0 video generation availability via third-party API and Dreamina integration.*
**R21** (score:71) r/Seedance_AI (2026-02-23) [0 pts, 0 comments]
What happened to doubao?
https://www.reddit.com/r/Seedance_AI/comments/1rcox3z/what_happened_to_doubao/
*Discussion around ByteDance/Doubao access issues while trying to use Seedance 2 (video generation availability).*
**R28** (score:68) r/Seedance_AI (2026-02-24) [0 pts, 0 comments]
Selfie Situation • Seedance 2.0 • Third-party API by useapi.net
https://www.reddit.com/r/Seedance_AI/comments/1rduxop/selfie_situation_seedance_20_thirdparty_api_by/
*Seedance 2.0 discussion focused on third-party access and whether generations are truly Seedance 2.0 quality.*
**R22** (score:68) r/AIGuild (2026-02-23) [0 pts, 0 comments]
ByteDance Faces Hollywood Backlash Over Seedance 2.0
https://www.reddit.com/r/AIGuild/comments/1rc4pkg/bytedance_faces_hollywood_backlash_over_seedance/
*Seedance 2.0 discussion tied to generated video content/IP concerns and potential impacts on access/release.*
**R17** (score:67) r/AI_UGC_Marketing (2026-02-17) [0 pts, 0 comments]
Elevenlabs silently removed Seedance 2.0 after SAG-AFTRA incident, can’t create UGC style video
https://www.reddit.com/r/AI_UGC_Marketing/comments/1r70942/elevenlabs_silently_removed_seedance_20_after/
*Discussion about Seedance 2.0 availability/removal in a toolchain for generating UGC-style AI videos.*
**R27** (score:64) r/u_PoppyVonMiller (2026-02-24) [0 pts, 0 comments]
Seedance 2.0 Music Video
https://www.reddit.com/r/u_PoppyVonMiller/comments/1rdkptn/seedance_20_music_video/
*Example/discussion of an output video made with Seedance 2.0 (AI video generation results).*
**R13** (score:63) r/generativeAI (2026-02-10) [0 pts, 0 comments]
Where is the official Seedance website?
https://www.reddit.com/r/generativeAI/comments/1r19eem/where_is_the_official_seedance_website/
*Seedance access/official-site discussion (important for actually generating videos with Seedance).*
**R15** (score:62) r/AiVideos_NoRules (2026-02-15) [0 pts, 0 comments]
Seedance 2.0
https://www.reddit.com/r/AiVideos_NoRules/comments/1r51m86/seedance_20/
*Thread about Seedance 2.0 as an AI video generator and its capabilities/impact.*
**R12** (score:62) r/GoogleGeminiAI (2026-02-09) [0 pts, 0 comments]
Has anyone used Seedance 2.0 yet?
https://www.reddit.com/r/GoogleGeminiAI/comments/1qzrhgd/has_anyone_used_seedance_20_yet/
*Direct discussion of Seedance 2.0 usage/access for AI video generation and where people are trying it.*
**R24** (score:61) r/aivideo (2026-02-24) [0 pts, 0 comments]
[Removed]
https://www.reddit.com/r/aivideo/comments/1rdi8sm/removed/
*Thread/comments reference Seedance 2.0 access and community moderation around AI-generated video/IP.*
**R16** (score:61) r/nairobitechies (2026-02-16) [0 pts, 0 comments]
ByteDance Seedance: Multimodal Video Generation Reaches a New Threshold
https://www.reddit.com/r/nairobitechies/comments/1r6gwyj/bytedance_seedance_multimodal_video_generation/
*Seedance family discussion (1.0/1.5/2.0) focusing on video generation features and multimodal inputs.*
**R14** (score:58) r/u_Impossible-Dish409 (2026-02-11) [0 pts, 0 comments]
Seedance 2.0 – What’s New and Why It Matters
https://www.reddit.com/r/u_Impossible-Dish409/comments/1r1lekj/seedance_20_whats_new_and_why_it_matters/
*Overview/discussion of Seedance 2.0 capabilities for multimodal AI video generation and editing.*
#### X/Twitter Posts
**X9** (score:86) @HBCoop_ (2026-02-25) [9 likes, 0 rp]
First Seedance 2.0 Test!
Seedance 5.0 Lite @krea_ai → Seedance 2.0 @capcutapp
Prompt: Close-up on her hands gripping the paintbrush, knuckles white
https://x.com/HBCoop_/status/2026748738354450919
**
**X12** (score:77) @Noor_ul_ain43 (2026-02-25) [5 likes, 0 rp]
Goku vs Broly , EPIC Full Battle!
Witness the ultimate Saiyan showdown recreated with AI power. Explosive transformations, insane energy blasts, and
https://x.com/Noor_ul_ain43/status/2026743666635845959
**
**X10** (score:66) @grok (2026-02-25) [2 likes, 0 rp]
@WolfyBlair @Preda2005 @BytePlusGlobal @capcutapp Yes, it's true—Seedance 2.0 is now live in CapCut (desktop &amp; mobile).
See it in the AI video t
https://x.com/grok/status/2026747009143549978
**
**X1** (score:64) @jznode (2026-02-25) [0 likes, 0 rp]
@ChinyJPG capcut desktop app, they just added seedance 2.0 today. no chinese phone number needed, works globally. download the desktop version, look f
https://x.com/jznode/status/2026755966545404015
**
**X5** (score:64) @Yousaf_340 (2026-02-25) [0 likes, 0 rp]
@ProperPrompter Yes! Seedance 2.0 on CapCut means cinematic AI video editing is super accessible smooth action, multi-angle shots, and high-quality e
https://x.com/Yousaf_340/status/2026751320716357996
**
**X6** (score:64) @Yousaf_340 (2026-02-25) [0 likes, 0 rp]
@ivanka_humeniuk Seedance 2.0 is insane for cinematic AI video smooth action, multiple camera angles, and near-Hollywood quality all from a single pro
https://x.com/Yousaf_340/status/2026750898769473829
**
**X3** (score:64) @EmmaUsesAi (2026-02-25) [0 likes, 0 rp]
Seedance 2.0 is the motion engine behind many cinematic AI clips trending right now.
It’s now native inside NemoVideo.
You can:
- Identify proven fo
https://x.com/EmmaUsesAi/status/2026751784509673531
**
**X2** (score:64) @OneStrangeW (2026-02-25) [0 likes, 0 rp]
You can use Seedance. If Seedance 2.0 hasn't launch yet, the prior version is great, and stick pretty well to the prompt. Of course the video agent mu
https://x.com/OneStrangeW/status/2026755320362709093
**
**X11** (score:64) @WyldeChyldeRec (2026-02-25) [0 likes, 0 rp]
🚨Phishing Scam!
Watch for emails titled:
[Seedance &amp; Wan AI] Unrestricted generation with Grok Imagine video added
This is not real. We don't h
https://x.com/WyldeChyldeRec/status/2026743867224240149
**
**X7** (score:56) @La_DeCrypt (2026-02-25) [1 likes, 0 rp]
- Kling (https://t.co/WGphQsdLf1)
- Seedance 2.0 (https://t.co/A8UzLTRGNo)
☞ AI-powered video editing:
- Descript (https://t.co/q4axNEjDzt)
- Opus
https://x.com/La_DeCrypt/status/2026750376687394884
**
**X8** (score:56) @TferThomas (2026-02-25) [1 likes, 0 rp]
Seedance 2.0 might be gen AI video’s next big hope, but it’s still slop https://t.co/kT1baOYJQk #AI
https://x.com/TferThomas/status/2026749218224746609
**
#### YouTube Videos
**F1kWxdfiBNE** (score:73, rel:0.70) AI Filmmaking Academy (2026-02-22) [40982 views, 1088 likes]
Seedance 2.0 Claims the AI Video Throne!
https://www.youtube.com/watch?v=F1kWxdfiBNE
*YouTube video about seedance ai video generation*
**_o2MuUX9UYg** (score:73, rel:0.70) Theoretically Media (2026-02-09) [199908 views, 4986 likes]
Seedance 2.0 Claims the AI Video Throne!
https://www.youtube.com/watch?v=_o2MuUX9UYg
*YouTube video about seedance ai video generation*
Transcript: So, it's been about a week since I declared Cling 3.0 the new benchmark for state-of-the-art AI video. And well, I mean,...
**jkPTYD5lXo8** (score:70, rel:0.70) How To In 5 Minutes (2026-02-19) [44344 views, 782 likes]
100% FREE Seedance 2.0 AI Video Generator : How to Use It WORLDWIDE
https://www.youtube.com/watch?v=jkPTYD5lXo8
*YouTube video about seedance ai video generation*
Transcript: No, this is not clickbait. You can now access Cance 2.0 for free from anywhere. No registration required and depending o...
**W_lxyDFDZt4** (score:69, rel:0.70) WealthWise (2026-02-12) [126599 views, 1204 likes]
Seedance 2.0: The New Best AI Video Generator | Sora 2 Destroyed
https://www.youtube.com/watch?v=W_lxyDFDZt4
*YouTube video about seedance ai video generation*
Transcript: Well, major AI video update, ladies and gentlemen. Seance 2.0 is right around the corner. And let me tell you guys, this...
**R1zl92NhCfE** (score:65, rel:0.70) Ai Lockup (2026-02-16) [32699 views, 591 likes]
Seedance 2.0 How To Use and Become a Pro AI Film Maker With This AI Video Generator
https://www.youtube.com/watch?v=R1zl92NhCfE
*YouTube video about seedance ai video generation*
**G1Ad4a8sdJU** (score:63, rel:0.70) Benji’s AI Playground (2026-02-14) [38581 views, 419 likes]
SeeDance 2.0: The Next Level of AI Video — And What It Means for Local AI Users?
https://www.youtube.com/watch?v=G1Ad4a8sdJU
*YouTube video about seedance ai video generation*
**n625xVounGM** (score:61, rel:0.70) John Savage AI (2026-02-23) [7184 views, 126 likes]
How To Generate FREE AI Seedance 2.0 Videos (Access Worldwide)
https://www.youtube.com/watch?v=n625xVounGM
*YouTube video about seedance ai video generation*
**kJ0NAVmd4f4** (score:58, rel:0.70) Rogue Cell Pictures (2026-02-25) [1544 views, 147 likes]
Seedance 2.0 Changes Filmmaking Forever | New Original Series
https://www.youtube.com/watch?v=kJ0NAVmd4f4
*YouTube video about seedance ai video generation*
**FP8TaJSFohs** (score:55, rel:0.70) Chem Beast (2026-02-24) [3194 views, 31 likes]
How To Use Seedance 2 0 Full AI Video Generator Tutorial + Free Access Guide
https://www.youtube.com/watch?v=FP8TaJSFohs
*YouTube video about seedance ai video generation*
**61ThJGqwHsI** (score:48, rel:0.70) xCreate (2026-02-11) [4854 views, 86 likes]
Ultimate AI Video Generation - Seedance 2.0 PREVIEW
https://www.youtube.com/watch?v=61ThJGqwHsI
*YouTube video about seedance ai video generation*
**Total: Reddit=16, X=11, YouTube=10, HN=0, Web=0**
### HN - Seedance AI video generation
#### Reddit Discussions
**R2** (score:79) r/singularity (2026-02-25) [0 pts, 0 comments]
Official: Seedance 2.0 now live in CapCut desktop and API access available, details below
https://www.reddit.com/r/singularity/comments/1rekvm8/official_seedance_20_now_live_in_capcut_desktop/
*High-activity thread discussing Seedance 2.0 launch claims, CapCut availability, censorship, and pricing.*
**R3** (score:77) r/generativeAI (2026-02-24) [0 pts, 0 comments]
Official website for creating content with Seedance 2.0?
https://www.reddit.com/r/generativeAI/comments/1rcgyi4/official_website_for_creating_content_with/
*Users discuss where/how to access Seedance 2.0 and warn about scams.*
**R4** (score:76) r/AITalkers (2026-02-24) [0 pts, 0 comments]
Is there an official way to create content using Seedance 2.0?
https://www.reddit.com/r/AITalkers/comments/1rd1rhy/is_there_an_official_way_to_create_content_using/
*Asks for legit access routes to Seedance 2.0; includes discussion of official vs third-party options.*
**R5** (score:75) r/Seedance_AI (2026-02-23) [0 pts, 0 comments]
Help! I need to use seedance or jimeng video function
https://www.reddit.com/r/Seedance_AI/comments/1rckgcm/help_i_need_to_use_seedance_or_jimeng_video/
*Seedance/Jimeng video generation access and troubleshooting discussion.*
**R6** (score:75) r/generativeAI (2026-02-23) [0 pts, 0 comments]
Seedance 2.0 is available in Open Source tools already
https://www.reddit.com/r/generativeAI/comments/1rcoihw/seedance_20_is_available_in_open_source_tools/
*Discusses Seedance 2.0 being usable via tools/integrations; includes links and early-access chatter.*
**R8** (score:74) r/generativeAI (2026-02-22) [0 pts, 0 comments]
This is terrifying!! Seedance 2.0 just generated a 1-minute film with ZERO editing — the entire film industry should be worried
https://www.reddit.com/r/generativeAI/comments/1rbionc/this_is_terrifying_seedance_20_just_generated_a/
*Seedance 2.0 output showcase + discussion of cinematic coherence and workflow.*
**R7** (score:73) r/AIGuild (2026-02-23) [0 pts, 0 comments]
ByteDance Faces Hollywood Backlash Over Seedance 2.0
https://www.reddit.com/r/AIGuild/comments/1rc4pkg/bytedance_faces_hollywood_backlash_over_seedance/
*Discussion about Seedance 2.0 controversy impacting release/access (relevant to availability/capabilities).*
**R9** (score:73) r/Seedance_AI (2026-02-22) [0 pts, 0 comments]
Is Jimeng silently banning accounts on Jimeng.Jianying? Paid account stuck with “network error” but free account works.
https://www.reddit.com/r/Seedance_AI/comments/1rbk1qb/is_jimeng_silently_banning_accounts_on/
*Seedance/Jimeng video generation failures and account restriction speculation.*
**R12** (score:73) r/Seedance_AI (2026-02-21) [0 pts, 0 comments]
Jimeng Web for seedance 2.0 “Network Error, Generation Failed” for 24 Hours – Anyone Else?
https://www.reddit.com/r/Seedance_AI/comments/1raqsnu/jimeng_web_for_seedance_20_network_error/
*Focused troubleshooting thread about Seedance 2.0 generation failures on Jimeng web.*
**R10** (score:71) r/u_Educational-Lion7812 (2026-02-21) [0 pts, 0 comments]
Seedance 2.0 is insane but almost no one outside China can actually use it — here's the full breakdown
https://www.reddit.com/r/u_Educational-Lion7812/comments/1raexxq/seedance_20_is_insane_but_almost_no_one_outside/
*Long-form post focused on Seedance 2.0 access constraints and how people are using it.*
**R11** (score:71) r/Seedance_AI (2026-02-21) [0 pts, 0 comments]
so disappointed and frustrated with recent changes (wasted 1k$+)
https://www.reddit.com/r/Seedance_AI/comments/1ra6nf4/so_disappointed_and_frustrated_with_recent/
*Seedance/Jimeng generation issues and policy changes; directly about Seedance video generation usability.*
**R15** (score:66) r/singularity (2026-02-13) [0 pts, 0 comments]
ByteDance releases Seedance 2.0 video model with Director mode and multimodal upgrades
https://www.reddit.com/r/singularity/comments/1r3g435/bytedance_releases_seedance_20_video_model_with/
*Seedance 2.0 announcement-style discussion including claimed features and availability paths.*
**R13** (score:65) r/Seedance_AI (2026-02-15) [0 pts, 0 comments]
Seedance 2.0 Made This LeBron James vs Regular Person Look Real
https://www.reddit.com/r/Seedance_AI/comments/1r5ncbw/seedance_20_made_this_lebron_james_vs_regular/
*Seedance 2.0 video output example + prompting discussion (text-to-video).*
**R21** (score:64) r/AI_UGC_Marketing (2026-02-17) [0 pts, 0 comments]
Elevenlabs silently removed Seedance 2.0 after SAG-AFTRA incident, can’t create UGC style video
https://www.reddit.com/r/AI_UGC_Marketing/comments/1r70942/elevenlabs_silently_removed_seedance_20_after/
*Discussion about third-party tool access/removal affecting Seedance 2.0 video generation workflows.*
**R14** (score:64) r/Seedance_AI (2026-02-14) [0 pts, 0 comments]
be very careful of scam sites that do not have it like nemovideo
https://www.reddit.com/r/Seedance_AI/comments/1r4va5a/be_very_careful_of_scam_sites_that_do_not_have_it/
*Thread about Seedance 2.0 access claims and scam warnings; relevant to where to generate videos.*
**R17** (score:63) r/ByteDance (2026-02-13) [0 pts, 0 comments]
The censorship just ruined Seedance 2.0
https://www.reddit.com/r/ByteDance/comments/1r43yl8/the_censorship_just_ruined_seedance_20/
*Discusses Seedance 2.0 restrictions that affect what videos you can generate.*
**R16** (score:63) r/AIHubSpace (2026-02-13) [0 pts, 0 comments]
[SEEDANCE 2.0] I made the post and many of you doubted it. I warned you that “Hollywood” would take action.
https://www.reddit.com/r/AIHubSpace/comments/1r3satk/seedance_20_i_made_the_post_and_many_of_you/
*Discussion about Seedance 2.0 clips and legal/copyright reaction impacting video generation usage.*
**R18** (score:62) r/AIGuild (2026-02-12) [0 pts, 0 comments]
Seedance 2.0: ByteDance’s New Movie-Making Machine
https://www.reddit.com/r/AIGuild/comments/1r3940k/seedance_20_bytedances_new_moviemaking_machine/
*Seedance 2.0 overview thread focused on multimodal AI video generation and controls.*
**R19** (score:60) r/u_Impossible-Dish409 (2026-02-11) [0 pts, 0 comments]
Seedance 2.0 – What’s New and Why It Matters
https://www.reddit.com/r/u_Impossible-Dish409/comments/1r1lekj/seedance_20_whats_new_and_why_it_matters/
*Feature rundown and comparisons for Seedance 2.0 video generation capabilities.*
**R20** (score:58) r/GoogleGeminiAI (2026-02-09) [0 pts, 0 comments]
Has anyone used Seedance 2.0 yet?
https://www.reddit.com/r/GoogleGeminiAI/comments/1qzrhgd/has_anyone_used_seedance_20_yet/
*General user discussion about whether/where Seedance 2.0 can be used and early impressions.*
#### X/Twitter Posts
**X9** (score:86) @HBCoop_ (2026-02-25) [9 likes, 0 rp]
First Seedance 2.0 Test!
Seedance 5.0 Lite @krea_ai → Seedance 2.0 @capcutapp
Prompt: Close-up on her hands gripping the paintbrush, knuckles white
https://x.com/HBCoop_/status/2026748738354450919
**
**X12** (score:77) @Noor_ul_ain43 (2026-02-25) [5 likes, 0 rp]
Goku vs Broly , EPIC Full Battle!
Witness the ultimate Saiyan showdown recreated with AI power. Explosive transformations, insane energy blasts, and
https://x.com/Noor_ul_ain43/status/2026743666635845959
**
**X10** (score:66) @grok (2026-02-25) [2 likes, 0 rp]
@WolfyBlair @Preda2005 @BytePlusGlobal @capcutapp Yes, it's true—Seedance 2.0 is now live in CapCut (desktop &amp; mobile).
See it in the AI video t
https://x.com/grok/status/2026747009143549978
**
**X1** (score:64) @jznode (2026-02-25) [0 likes, 0 rp]
@ChinyJPG capcut desktop app, they just added seedance 2.0 today. no chinese phone number needed, works globally. download the desktop version, look f
https://x.com/jznode/status/2026755966545404015
**
**X5** (score:64) @Yousaf_340 (2026-02-25) [0 likes, 0 rp]
@ProperPrompter Yes! Seedance 2.0 on CapCut means cinematic AI video editing is super accessible smooth action, multi-angle shots, and high-quality e
https://x.com/Yousaf_340/status/2026751320716357996
**
**X6** (score:64) @Yousaf_340 (2026-02-25) [0 likes, 0 rp]
@ivanka_humeniuk Seedance 2.0 is insane for cinematic AI video smooth action, multiple camera angles, and near-Hollywood quality all from a single pro
https://x.com/Yousaf_340/status/2026750898769473829
**
**X3** (score:64) @EmmaUsesAi (2026-02-25) [0 likes, 0 rp]
Seedance 2.0 is the motion engine behind many cinematic AI clips trending right now.
It’s now native inside NemoVideo.
You can:
- Identify proven fo
https://x.com/EmmaUsesAi/status/2026751784509673531
**
**X2** (score:64) @OneStrangeW (2026-02-25) [0 likes, 0 rp]
You can use Seedance. If Seedance 2.0 hasn't launch yet, the prior version is great, and stick pretty well to the prompt. Of course the video agent mu
https://x.com/OneStrangeW/status/2026755320362709093
**
**X11** (score:64) @WyldeChyldeRec (2026-02-25) [0 likes, 0 rp]
🚨Phishing Scam!
Watch for emails titled:
[Seedance &amp; Wan AI] Unrestricted generation with Grok Imagine video added
This is not real. We don't h
https://x.com/WyldeChyldeRec/status/2026743867224240149
**
**X7** (score:56) @La_DeCrypt (2026-02-25) [1 likes, 0 rp]
- Kling (https://t.co/WGphQsdLf1)
- Seedance 2.0 (https://t.co/A8UzLTRGNo)
☞ AI-powered video editing:
- Descript (https://t.co/q4axNEjDzt)
- Opus
https://x.com/La_DeCrypt/status/2026750376687394884
**
**X8** (score:56) @TferThomas (2026-02-25) [1 likes, 0 rp]
Seedance 2.0 might be gen AI video’s next big hope, but it’s still slop https://t.co/kT1baOYJQk #AI
https://x.com/TferThomas/status/2026749218224746609
**
#### YouTube Videos
**F1kWxdfiBNE** (score:73, rel:0.70) AI Filmmaking Academy (2026-02-22) [40982 views, 1088 likes]
Seedance 2.0 Claims the AI Video Throne!
https://www.youtube.com/watch?v=F1kWxdfiBNE
*YouTube video about seedance ai video generation*
**_o2MuUX9UYg** (score:73, rel:0.70) Theoretically Media (2026-02-09) [199908 views, 4986 likes]
Seedance 2.0 Claims the AI Video Throne!
https://www.youtube.com/watch?v=_o2MuUX9UYg
*YouTube video about seedance ai video generation*
Transcript: So, it's been about a week since I declared Cling 3.0 the new benchmark for state-of-the-art AI video. And well, I mean,...
**jkPTYD5lXo8** (score:70, rel:0.70) How To In 5 Minutes (2026-02-19) [44344 views, 782 likes]
100% FREE Seedance 2.0 AI Video Generator : How to Use It WORLDWIDE
https://www.youtube.com/watch?v=jkPTYD5lXo8
*YouTube video about seedance ai video generation*
Transcript: No, this is not clickbait. You can now access Cance 2.0 for free from anywhere. No registration required and depending o...
**W_lxyDFDZt4** (score:69, rel:0.70) WealthWise (2026-02-12) [126599 views, 1204 likes]
Seedance 2.0: The New Best AI Video Generator | Sora 2 Destroyed
https://www.youtube.com/watch?v=W_lxyDFDZt4
*YouTube video about seedance ai video generation*
Transcript: Well, major AI video update, ladies and gentlemen. Seance 2.0 is right around the corner. And let me tell you guys, this...
**R1zl92NhCfE** (score:65, rel:0.70) Ai Lockup (2026-02-16) [32542 views, 591 likes]
Seedance 2.0 How To Use and Become a Pro AI Film Maker With This AI Video Generator
https://www.youtube.com/watch?v=R1zl92NhCfE
*YouTube video about seedance ai video generation*
**G1Ad4a8sdJU** (score:63, rel:0.70) Benji’s AI Playground (2026-02-14) [38581 views, 419 likes]
SeeDance 2.0: The Next Level of AI Video — And What It Means for Local AI Users?
https://www.youtube.com/watch?v=G1Ad4a8sdJU
*YouTube video about seedance ai video generation*
**n625xVounGM** (score:61, rel:0.70) John Savage AI (2026-02-23) [7184 views, 126 likes]
How To Generate FREE AI Seedance 2.0 Videos (Access Worldwide)
https://www.youtube.com/watch?v=n625xVounGM
*YouTube video about seedance ai video generation*
**kJ0NAVmd4f4** (score:58, rel:0.70) Rogue Cell Pictures (2026-02-25) [1548 views, 149 likes]
Seedance 2.0 Changes Filmmaking Forever | New Original Series
https://www.youtube.com/watch?v=kJ0NAVmd4f4
*YouTube video about seedance ai video generation*
**FP8TaJSFohs** (score:55, rel:0.70) Chem Beast (2026-02-24) [3194 views, 31 likes]
How To Use Seedance 2 0 Full AI Video Generator Tutorial + Free Access Guide
https://www.youtube.com/watch?v=FP8TaJSFohs
*YouTube video about seedance ai video generation*
**61ThJGqwHsI** (score:48, rel:0.70) xCreate (2026-02-11) [4854 views, 86 likes]
Ultimate AI Video Generation - Seedance 2.0 PREVIEW
https://www.youtube.com/watch?v=61ThJGqwHsI
*YouTube video about seedance ai video generation*
#### Hacker News Stories
**HN8** (score:75) hn/Alisaqqt (2026-02-09) [7 pts, 7 cmt]
Seedance 2.0 preview: The best video model of 2026, outperforming Sora 2
https://news.ycombinator.com/item?id=46940720
*HN story about Seedance 2.0 preview: The best video model of 2026, outperfo*
- API is not available now.
- API will be available on Atlas Cloud on Feb 24.
**HN15** (score:57) hn/naxtsass (2026-02-25) [2 pts, 0 cmt]
Show HN: SeeVideo – Access Seedance 2.0 and Kling 3.0 without a subscription
https://news.ycombinator.com/item?id=47153236
*HN story about Show HN: SeeVideo – Access Seedance 2.0 and Kling 3.0 withou*
**HN6** (score:57) hn/howardV (2026-02-15) [3 pts, 0 cmt]
Seedance 2.0: ByteDance's AI video model with native audio-video co-generation
https://news.ycombinator.com/item?id=47022290
*HN story about Seedance 2.0: ByteDance's AI video model with native audio-v*
**HN5** (score:52) hn/jrran086 (2026-02-17) [1 pts, 0 cmt]
Seedance 2 Video Generator
https://news.ycombinator.com/item?id=47046956
*HN story about Seedance 2 Video Generator*
**HN3** (score:52) hn/xbaicai (2026-02-09) [1 pts, 1 cmt]
Seedance 2.0 – Multimodal AI Video Generation with Image/Video/Audio References
https://news.ycombinator.com/item?id=46944030
*HN story about Seedance 2.0 – Multimodal AI Video Generation with Image/Vid*
**HN1** (score:51) hn/xuyanmei (2026-02-13) [1 pts, 0 cmt]
Show HN: Seedance AShow HN: Seedance AI Video Generation (Next.js, Drizzle)
https://news.ycombinator.com/item?id=46999394
*HN story about Show HN: Seedance AShow HN: Seedance AI Video Generation (Ne*
**HN12** (score:49) hn/RyanMu (2026-02-07) [2 pts, 1 cmt]
Seedance2 – multi-shot AI video generation
https://news.ycombinator.com/item?id=46924992
*HN story about Seedance2 – multi-shot AI video generation*
- ’ve been experimenting with AI video tools for a while, but most of them generate isolated clips that fall apart when you try to build an actual narrative
**HN11** (score:48) hn/xuyanmei (2026-02-17) [1 pts, 0 cmt]
Show HN: Seedance3AI – a web app for text-to-video, image-to-video
https://news.ycombinator.com/item?id=47046989
*HN story about Show HN: Seedance3AI – a web app for text-to-video, image-to*
**HN2** (score:47) hn/littlepp (2026-02-09) [1 pts, 0 cmt]
Discussion: Seedance-style AI video generation workflows
https://news.ycombinator.com/item?id=46942781
*HN story about Discussion: Seedance-style AI video generation workflows*
**HN13** (score:44) hn/thomaskiko (2026-02-13) [1 pts, 0 cmt]
Show HN: AI-powered video creation web app
https://news.ycombinator.com/item?id=47002386
*HN story about Show HN: AI-powered video creation web app*
**HN9** (score:43) hn/TurnItOffAndOn0 (2026-02-09) [1 pts, 0 cmt]
Show HN: AI Seedance 2 – Solving the "jump-cut" problem in AI video
https://news.ycombinator.com/item?id=46946280
*HN story about Show HN: AI Seedance 2 – Solving the "jump-cut" problem in A*
**HN7** (score:43) hn/dallen97 (2026-02-08) [1 pts, 0 cmt]
Show HN: Seedance 2.0 AI video generator for creators and ecommerce
https://news.ycombinator.com/item?id=46930149
*HN story about Show HN: Seedance 2.0 AI video generator for creators and ec*
**HN10** (score:42) hn/thenextechtrade (2026-02-09) [1 pts, 0 cmt]
Show HN: Seedance 2.0 – Native audio-visual sync video model
https://news.ycombinator.com/item?id=46943172
*HN story about Show HN: Seedance 2.0 – Native audio-visual sync video model*
**HN14** (score:41) hn/echoadam (2026-02-10) [1 pts, 0 cmt]
Show HN: Seedance2 – Stop "prompt guessing" and start directing AI video
https://news.ycombinator.com/item?id=46956546
*HN story about Show HN: Seedance2 – Stop "prompt guessing" and start direct*
**HN4** (score:35) hn/Zach_HE (2026-01-27) [1 pts, 0 cmt]
Show HN: Seedance 2.0 Pro AI Video Generator
https://news.ycombinator.com/item?id=46774950
*HN story about Show HN: Seedance 2.0 Pro AI Video Generator*
**Total: Reddit=20, X=11, YouTube=10, HN=15, Web=0**
### CROSS - Seedance AI video generation
#### Reddit Discussions
**R23** (score:77) r/Seedance_AI (2026-02-25) [0 pts, 0 comments]
Looking for a real Seedance website that actually works (not scams, SJINN is too expensive)
https://www.reddit.com/r/Seedance_AI/comments/1ree66b/looking_for_a_real_seedance_website_that_actually/
*Thread specifically about finding legitimate Seedance 2.0 access for video generation and pricing.*
**R22** (score:75) r/seedance (2026-02-25) [0 pts, 0 comments]
Seedance 2.0 now live in CapCut desktop and API access available, details below
https://www.reddit.com/r/seedance/comments/1reoakv/seedance_20_now_live_in_capcut_desktop_and_api/
*Direct discussion about Seedance 2.0 availability in CapCut and API-related details.*
**R19** (score:75) r/AITalkers (2026-02-24) [0 pts, 0 comments]
Is there an official way to create content using Seedance 2.0?
https://www.reddit.com/r/AITalkers/comments/1rd1rhy/is_there_an_official_way_to_create_content_using/
*Thread asking where to access Seedance 2.0 legitimately for video generation (avoiding scams).*
**R21** (score:75) r/generativeAI (2026-02-24) [0 pts, 0 comments]
Official website for creating content with Seedance 2.0?
https://www.reddit.com/r/generativeAI/comments/1rcgyi4/official_website_for_creating_content_with/
*Thread focused on finding legitimate Seedance 2.0 access for generating content (and warning about scams).*
**R14** (score:75) r/generativeAI (2026-02-22) [0 pts, 0 comments]
This is terrifying!! Seedance 2.0 just generated a 1-minute film with ZERO editing — the entire film industry should be worried
https://www.reddit.com/r/generativeAI/comments/1rbionc/this_is_terrifying_seedance_20_just_generated_a/
*High-engagement discussion about Seedance 2.0 video generation quality and multi-shot coherence claims.*
**R12** (score:73) r/Seedance_AI (2026-02-20) [0 pts, 0 comments]
so disappointed and frustrated with recent changes (wasted 1k$+)
https://www.reddit.com/r/Seedance_AI/comments/1ra6nf4/so_disappointed_and_frustrated_with_recent/
*User reports Seedance generations failing content review, impacting video generation work.*
**R16** (score:72) r/Seedance_AI (2026-02-23) [0 pts, 0 comments]
Help! I need to use seedance or jimeng video function
https://www.reddit.com/r/Seedance_AI/comments/1rckgcm/help_i_need_to_use_seedance_or_jimeng_video/
*Direct discussion about using Seedance/Jimeng video generation functionality and access issues.*
**R17** (score:71) r/Seedance_AI (2026-02-23) [0 pts, 0 comments]
Is Seedance 2.0 actually delayed?
https://www.reddit.com/r/Seedance_AI/comments/1rcwou6/is_seedance_20_actually_delayed/
*Seedance 2.0 release/access timing discussion connected to guardrails and availability outside China.*
**R20** (score:69) r/Seedance_AI (2026-02-24) [0 pts, 0 comments]
Selfie Situation • Seedance 2.0 • Third-party API by useapi.net
https://www.reddit.com/r/Seedance_AI/comments/1rduxop/selfie_situation_seedance_20_thirdparty_api_by/
*Discussion about claimed Seedance 2.0 API access and whether outputs are really from Seedance; relevant to usage/access.*
**R15** (score:69) r/AIGuild (2026-02-23) [0 pts, 0 comments]
ByteDance Faces Hollywood Backlash Over Seedance 2.0
https://www.reddit.com/r/AIGuild/comments/1rc4pkg/bytedance_faces_hollywood_backlash_over_seedance/
*Thread about legal/copyright backlash tied to Seedance 2.0 and implications for access/usage.*
**R11** (score:69) r/Seedance_AI (2026-02-20) [0 pts, 0 comments]
Seedance 2.0 API launch delayed because of deepfake/copyright concerns
https://www.reddit.com/r/Seedance_AI/comments/1ra049f/seedance_20_api_launch_delayed_because_of/
*Seedance 2.0 API / rollout thread related to deepfake/copyright guardrails affecting video generation access.*
**R10** (score:67) r/u_Illustrious-One7744 (2026-02-19) [0 pts, 0 comments]
I tested Seedance 2.0 and here's what actually worked
https://www.reddit.com/r/u_Illustrious-One7744/comments/1r8zipa/i_tested_seedance_20_and_heres_what_actually/
*Hands-on workflow notes about generating videos with Seedance 2.0 (consistency, references, shot planning).*
**R13** (score:66) r/AI_Agents (2026-02-21) [0 pts, 0 comments]
Seedance 2.0 is impressive. It’s still not a production workflow.
https://www.reddit.com/r/AI_Agents/comments/1rawxiw/seedance_20_is_impressive_its_still_not_a/
*Discussion about practical limitations of Seedance 2.0 for longer/structured video production pipelines.*
**R9** (score:65) r/AI_UGC_Marketing (2026-02-17) [0 pts, 0 comments]
Elevenlabs silently removed Seedance 2.0 after SAG-AFTRA incident, can’t create UGC style video
https://www.reddit.com/r/AI_UGC_Marketing/comments/1r70942/elevenlabs_silently_removed_seedance_20_after/
*Discussion about Seedance 2.0 availability/removal in a video generation workflow context.*
**R4** (score:64) r/HiggsfieldAI (2026-02-10) [0 pts, 0 comments]
The censorship just ruined Seedance 2.0
https://www.reddit.com/r/HiggsfieldAI/comments/1r1barb/
*Discussion focused on Seedance 2.0 video generation restrictions/guardrails impacting what can be generated.*
**R7** (score:63) r/AIHubSpace (2026-02-13) [0 pts, 0 comments]
[SEEDANCE 2.0] I made the post and many of you doubted it. I warned you that “Hollywood” would take action.
https://www.reddit.com/r/AIHubSpace/comments/1r3satk/seedance_20_i_made_the_post_and_many_of_you/
*Large discussion about Seedance 2.0 generated videos and alleged copyright backlash impacting the tool.*
**R6** (score:63) r/tldrAI (2026-02-12) [0 pts, 0 comments] [also on: HN5, HN4]
ByteDance launches Seedance 2.0 AI video generator
https://www.reddit.com/r/tldrAI/comments/1r352wd/bytedance_launches_seedance_20_ai_video_generator/
*News-style discussion thread about Seedance 2.0 as an AI video generator and where it is available.*
**R8** (score:60) r/AiVideos_NoRules (2026-02-15) [0 pts, 0 comments]
Seedance 2.0
https://www.reddit.com/r/AiVideos_NoRules/comments/1r51m86/seedance_20/
*Thread discussing Seedance 2.0 as a video generation model and its perceived capabilities/impact.*
**R5** (score:59) r/u_Impossible-Dish409 (2026-02-11) [0 pts, 0 comments]
Seedance 2.0 – What’s New and Why It Matters
https://www.reddit.com/r/u_Impossible-Dish409/comments/1r1lekj/seedance_20_whats_new_and_why_it_matters/
*Overview thread describing Seedance 2.0 capabilities for multimodal video generation/editing.*
#### X/Twitter Posts
**X9** (score:86) @HBCoop_ (2026-02-25) [9 likes, 0 rp]
First Seedance 2.0 Test!
Seedance 5.0 Lite @krea_ai → Seedance 2.0 @capcutapp
Prompt: Close-up on her hands gripping the paintbrush, knuckles white
https://x.com/HBCoop_/status/2026748738354450919
**
**X12** (score:77) @Noor_ul_ain43 (2026-02-25) [5 likes, 0 rp]
Goku vs Broly , EPIC Full Battle!
Witness the ultimate Saiyan showdown recreated with AI power. Explosive transformations, insane energy blasts, and
https://x.com/Noor_ul_ain43/status/2026743666635845959
**
**X10** (score:66) @grok (2026-02-25) [2 likes, 0 rp]
@WolfyBlair @Preda2005 @BytePlusGlobal @capcutapp Yes, it's true—Seedance 2.0 is now live in CapCut (desktop &amp; mobile).
See it in the AI video t
https://x.com/grok/status/2026747009143549978
**
**X1** (score:64) @jznode (2026-02-25) [0 likes, 0 rp]
@ChinyJPG capcut desktop app, they just added seedance 2.0 today. no chinese phone number needed, works globally. download the desktop version, look f
https://x.com/jznode/status/2026755966545404015
**
**X5** (score:64) @Yousaf_340 (2026-02-25) [0 likes, 0 rp]
@ProperPrompter Yes! Seedance 2.0 on CapCut means cinematic AI video editing is super accessible smooth action, multi-angle shots, and high-quality e
https://x.com/Yousaf_340/status/2026751320716357996
**
**X6** (score:64) @Yousaf_340 (2026-02-25) [0 likes, 0 rp]
@ivanka_humeniuk Seedance 2.0 is insane for cinematic AI video smooth action, multiple camera angles, and near-Hollywood quality all from a single pro
https://x.com/Yousaf_340/status/2026750898769473829
**
**X3** (score:64) @EmmaUsesAi (2026-02-25) [0 likes, 0 rp]
Seedance 2.0 is the motion engine behind many cinematic AI clips trending right now.
It’s now native inside NemoVideo.
You can:
- Identify proven fo
https://x.com/EmmaUsesAi/status/2026751784509673531
**
**X2** (score:64) @OneStrangeW (2026-02-25) [0 likes, 0 rp]
You can use Seedance. If Seedance 2.0 hasn't launch yet, the prior version is great, and stick pretty well to the prompt. Of course the video agent mu
https://x.com/OneStrangeW/status/2026755320362709093
**
**X11** (score:64) @WyldeChyldeRec (2026-02-25) [0 likes, 0 rp]
🚨Phishing Scam!
Watch for emails titled:
[Seedance &amp; Wan AI] Unrestricted generation with Grok Imagine video added
This is not real. We don't h
https://x.com/WyldeChyldeRec/status/2026743867224240149
**
**X7** (score:56) @La_DeCrypt (2026-02-25) [1 likes, 0 rp]
- Kling (https://t.co/WGphQsdLf1)
- Seedance 2.0 (https://t.co/A8UzLTRGNo)
☞ AI-powered video editing:
- Descript (https://t.co/q4axNEjDzt)
- Opus
https://x.com/La_DeCrypt/status/2026750376687394884
**
**X8** (score:56) @TferThomas (2026-02-25) [1 likes, 0 rp]
Seedance 2.0 might be gen AI video’s next big hope, but it’s still slop https://t.co/kT1baOYJQk #AI
https://x.com/TferThomas/status/2026749218224746609
**
#### YouTube Videos
**F1kWxdfiBNE** (score:75, rel:0.75) AI Filmmaking Academy (2026-02-22) [40982 views, 1088 likes]
Seedance 2.0 Claims the AI Video Throne!
https://www.youtube.com/watch?v=F1kWxdfiBNE
*YouTube: Seedance 2.0 Claims the AI Video Throne!*
**_o2MuUX9UYg** (score:75, rel:0.75) Theoretically Media (2026-02-09) [199908 views, 4986 likes]
Seedance 2.0 Claims the AI Video Throne!
https://www.youtube.com/watch?v=_o2MuUX9UYg
*YouTube: Seedance 2.0 Claims the AI Video Throne!*
Transcript: So, it's been about a week since I declared Cling 3.0 the new benchmark for state-of-the-art AI video. And well, I mean,...
**jkPTYD5lXo8** (score:71, rel:0.75) How To In 5 Minutes (2026-02-19) [44344 views, 782 likes]
100% FREE Seedance 2.0 AI Video Generator : How to Use It WORLDWIDE
https://www.youtube.com/watch?v=jkPTYD5lXo8
*YouTube: 100% FREE Seedance 2.0 AI Video Generator : How to Use It WO*
**W_lxyDFDZt4** (score:71, rel:0.75) WealthWise (2026-02-12) [126599 views, 1204 likes]
Seedance 2.0: The New Best AI Video Generator | Sora 2 Destroyed
https://www.youtube.com/watch?v=W_lxyDFDZt4
*YouTube: Seedance 2.0: The New Best AI Video Generator | Sora 2 Destr*
Transcript: Well, major AI video update, ladies and gentlemen. Seance 2.0 is right around the corner. And let me tell you guys, this...
**R1zl92NhCfE** (score:66, rel:0.75) Ai Lockup (2026-02-16) [32699 views, 591 likes]
Seedance 2.0 How To Use and Become a Pro AI Film Maker With This AI Video Generator
https://www.youtube.com/watch?v=R1zl92NhCfE
*YouTube: Seedance 2.0 How To Use and Become a Pro AI Film Maker With *
**G1Ad4a8sdJU** (score:64, rel:0.75) Benji’s AI Playground (2026-02-14) [38581 views, 419 likes]
SeeDance 2.0: The Next Level of AI Video — And What It Means for Local AI Users?
https://www.youtube.com/watch?v=G1Ad4a8sdJU
*YouTube: SeeDance 2.0: The Next Level of AI Video — And What It Means*
**61ThJGqwHsI** (score:59, rel:1.00) xCreate (2026-02-11) [4854 views, 86 likes]
Ultimate AI Video Generation - Seedance 2.0 PREVIEW
https://www.youtube.com/watch?v=61ThJGqwHsI
*YouTube: Ultimate AI Video Generation - Seedance 2.0 PREVIEW*
**5s2l68SrJP4** (score:58, rel:0.50) Airt (2026-02-11) [77744 views, 1733 likes]
100+ Seedance 2.0 AI Videos – The New King?
https://www.youtube.com/watch?v=5s2l68SrJP4
*YouTube: 100+ Seedance 2.0 AI Videos – The New King?*
Transcript: That's the good stuff. And that's a wrap. [screaming] A lot of people asking how the roommate situation is going. He's c...
**n625xVounGM** (score:50, rel:0.50) John Savage AI (2026-02-23) [7194 views, 126 likes]
How To Generate FREE AI Seedance 2.0 Videos (Access Worldwide)
https://www.youtube.com/watch?v=n625xVounGM
*YouTube: How To Generate FREE AI Seedance 2.0 Videos (Access Worldwid*
**kJ0NAVmd4f4** (score:36, rel:0.25) Rogue Cell Pictures (2026-02-25) [1594 views, 151 likes]
Seedance 2.0 Changes Filmmaking Forever | New Original Series
https://www.youtube.com/watch?v=kJ0NAVmd4f4
*YouTube: Seedance 2.0 Changes Filmmaking Forever | New Original Serie*
#### Hacker News Stories
**HN8** (score:75) hn/Alisaqqt (2026-02-09) [7 pts, 7 cmt]
Seedance 2.0 preview: The best video model of 2026, outperforming Sora 2
https://news.ycombinator.com/item?id=46940720
*HN story about Seedance 2.0 preview: The best video model of 2026, outperfo*
- API is not available now.
- API will be available on Atlas Cloud on Feb 24.
**HN15** (score:57) hn/naxtsass (2026-02-25) [2 pts, 0 cmt]
Show HN: SeeVideo – Access Seedance 2.0 and Kling 3.0 without a subscription
https://news.ycombinator.com/item?id=47153236
*HN story about Show HN: SeeVideo – Access Seedance 2.0 and Kling 3.0 withou*
**HN6** (score:57) hn/howardV (2026-02-15) [3 pts, 0 cmt]
Seedance 2.0: ByteDance's AI video model with native audio-video co-generation
https://news.ycombinator.com/item?id=47022290
*HN story about Seedance 2.0: ByteDance's AI video model with native audio-v*
**HN5** (score:52) hn/jrran086 (2026-02-17) [1 pts, 0 cmt] [also on: R6]
Seedance 2 Video Generator
https://news.ycombinator.com/item?id=47046956
*HN story about Seedance 2 Video Generator*
**HN3** (score:52) hn/xbaicai (2026-02-09) [1 pts, 1 cmt]
Seedance 2.0 – Multimodal AI Video Generation with Image/Video/Audio References
https://news.ycombinator.com/item?id=46944030
*HN story about Seedance 2.0 – Multimodal AI Video Generation with Image/Vid*
**HN1** (score:51) hn/xuyanmei (2026-02-13) [1 pts, 0 cmt]
Show HN: Seedance AShow HN: Seedance AI Video Generation (Next.js, Drizzle)
https://news.ycombinator.com/item?id=46999394
*HN story about Show HN: Seedance AShow HN: Seedance AI Video Generation (Ne*
**HN12** (score:49) hn/RyanMu (2026-02-07) [2 pts, 1 cmt]
Seedance2 – multi-shot AI video generation
https://news.ycombinator.com/item?id=46924992
*HN story about Seedance2 – multi-shot AI video generation*
- ’ve been experimenting with AI video tools for a while, but most of them generate isolated clips that fall apart when you try to build an actual narrative
**HN11** (score:48) hn/xuyanmei (2026-02-17) [1 pts, 0 cmt]
Show HN: Seedance3AI – a web app for text-to-video, image-to-video
https://news.ycombinator.com/item?id=47046989
*HN story about Show HN: Seedance3AI – a web app for text-to-video, image-to*
**HN2** (score:47) hn/littlepp (2026-02-09) [1 pts, 0 cmt]
Discussion: Seedance-style AI video generation workflows
https://news.ycombinator.com/item?id=46942781
*HN story about Discussion: Seedance-style AI video generation workflows*
**HN13** (score:44) hn/thomaskiko (2026-02-13) [1 pts, 0 cmt]
Show HN: AI-powered video creation web app
https://news.ycombinator.com/item?id=47002386
*HN story about Show HN: AI-powered video creation web app*
**HN9** (score:43) hn/TurnItOffAndOn0 (2026-02-09) [1 pts, 0 cmt]
Show HN: AI Seedance 2 – Solving the "jump-cut" problem in AI video
https://news.ycombinator.com/item?id=46946280
*HN story about Show HN: AI Seedance 2 – Solving the "jump-cut" problem in A*
**HN7** (score:43) hn/dallen97 (2026-02-08) [1 pts, 0 cmt]
Show HN: Seedance 2.0 AI video generator for creators and ecommerce
https://news.ycombinator.com/item?id=46930149
*HN story about Show HN: Seedance 2.0 AI video generator for creators and ec*
**HN10** (score:42) hn/thenextechtrade (2026-02-09) [1 pts, 0 cmt]
Show HN: Seedance 2.0 – Native audio-visual sync video model
https://news.ycombinator.com/item?id=46943172
*HN story about Show HN: Seedance 2.0 – Native audio-visual sync video model*
**HN14** (score:41) hn/echoadam (2026-02-10) [1 pts, 0 cmt]
Show HN: Seedance2 – Stop "prompt guessing" and start directing AI video
https://news.ycombinator.com/item?id=46956546
*HN story about Show HN: Seedance2 – Stop "prompt guessing" and start direct*
**HN4** (score:35) hn/Zach_HE (2026-01-27) [1 pts, 0 cmt] [also on: R6]
Show HN: Seedance 2.0 Pro AI Video Generator
https://news.ycombinator.com/item?id=46774950
*HN story about Show HN: Seedance 2.0 Pro AI Video Generator*
**Total: Reddit=19, X=11, YouTube=10, HN=15, Web=0**
### Base - M4 MacBook Pro review
#### Reddit Discussions
**R1** (score:0) r/macbookpro (2025-04-09) [0 pts, 0 comments]
M4 Macbook Pro 14’ 1 month review
https://www.reddit.com/r/macbookpro/comments/1hflaaz/m4_macbook_pro_14_1_month_review/
*Explicit 1-month review of the M4 MacBook Pro (ownership impressions, battery, durability, etc.).*
**R2** (score:0) r/macbookpro (2025-05-19) [0 pts, 0 comments]
MacBook Pro M4 Battery Life Reality vs Review
https://www.reddit.com/r/macbookpro/comments/1kq2zd8/macbook_pro_m4_battery_life_reality_vs_review/
*Discussion comparing real-world M4 MacBook Pro battery life to published reviews/testing methodology.*
**R3** (score:0) r/macbookpro (2025-08-18) [0 pts, 0 comments]
Disappointed with my MBP M4 Experience …
https://www.reddit.com/r/macbookpro/comments/1mtmkts/disappointed_with_my_mbp_m4_experience/
*First-hand experience post that references reviews and reports performance/heat/app stability issues on an M4 MBP.*
#### X/Twitter Posts
**X1** (score:86) @bhphoto (2026-02-25) [3 likes, 0 rp]
If you are in the market for a new MacBook Pro and you’re wondering what the real differences are between Apple’s M3 and M4 silicon, you’ve come to th
https://x.com/bhphoto/status/2026737767695183948
**
**X4** (score:70) @remplug (2026-02-25) [1 likes, 1 rp]
🔥 2024 16” MacBook Pro Price List
1️⃣ 🇺🇸 Brand New MacBook Pro 2024 | M4 Pro Chip | 16” Display
24GB RAM | 512GB SSD
14-Core CPU | 20-Core GPU
Spac
https://x.com/remplug/status/2026725100213465443
**
**X10** (score:64) @grok (2026-02-25) [0 likes, 0 rp]
@5TRgzn @LobstarWilde My marble floors: 64GB M4 Pro/Max MacBook Pro. Local Grok agents run full autonomy loops, zero cloud, sub-second trades/scans. I
https://x.com/grok/status/2026713588472111312
**
**X9** (score:64) @principenemesis (2026-02-25) [0 likes, 0 rp]
@JulianGoldieSEO @grok can a macbook pro m4 run this?
https://x.com/principenemesis/status/2026716193042706852
**
**X5** (score:64) @jameslmorton (2026-02-25) [1 likes, 0 rp]
@SebAaltonen Not my experience. It’s impressive, 70 tokens/s on a maxed out M4 128gb MacBook Pro.
But absolutely sucked and not even remotely in the
https://x.com/jameslmorton/status/2026721943630786816
**
**X6** (score:64) @bcofertas (2026-02-25) [0 likes, 0 rp]
BR Ofertas todos os dias 🇧🇷
Leve seu Mac Pro M4 hoje! 💻⚡✨
Pegue já: https://t.co/PSwylZH3Sz
Por R$ 23.749,00
em até 10x sem juros
Frete Grátis
App
https://x.com/bcofertas/status/2026721014676099084
**
**X12** (score:64) @grok (2026-02-25) [0 likes, 0 rp]
Hey! Yeah, you can install Fedora on the M6 MacBook Pro via the official Fedora Asahi Remix (built on the Asahi Linux project). It already runs great
https://x.com/grok/status/2026704108820824113
**
**X7** (score:64) @toppromoalertas (2026-02-25) [0 likes, 0 rp]
Promoções BR do dia 🇧🇷
Leve seu Mac Pro M4 hoje! 💻⚡✨
Ver aqui: https://t.co/LfxNw3waps
Por R$ 23.749,00
em até 10x sem juros
Frete Grátis
Apple Ma
https://x.com/toppromoalertas/status/2026719111523237932
**
**X8** (score:64) @grok (2026-02-25) [0 likes, 0 rp]
Yes, a MacBook Pro M4 can run this Ollama + GLM-4.7-Flash setup locally.
Ollama has native Apple Silicon support via Metal. The Q4_K_M model (~19GB)
https://x.com/grok/status/2026716420269031652
**
**X2** (score:56) @grecinoscdev (2026-02-25) [1 likes, 0 rp]
@TechByTaraa Both. macOS (Macbook Pro M4 Pro) for my photography/videography personal stuff + software engineering and a Linux desktop workstation for
https://x.com/grecinoscdev/status/2026731118142148644
**
**X11** (score:56) @Steve_Lost_Jobs (2026-02-25) [1 likes, 0 rp]
Apple 2024 MacBook Pro 14コアCPU、20コアGPU の M4 Pro搭載ノートパ... PR
4549995547610
ポイント: 3735㌽
想定価格: 369,800
2026/02/26 01:55:23
https://t.co/q1uyIqFsID
https://x.com/Steve_Lost_Jobs/status/2026705327828382016
**
**X3** (score:56) @grok (2026-02-25) [1 likes, 0 rp]
No, Apple has not made any MacBook (Pro or otherwise) cost $299.
The linked Newsroom search returns zero matching results—it's just unrelated announ
https://x.com/grok/status/2026727605517394283
**
#### YouTube Videos
**9HQx5pgUoiY** (score:61, rel:0.70) Marques Brownlee (2024-11-18) [4010567 views, 105606 likes]
M4 Max MacBook Pro: I'm Convinced!
https://www.youtube.com/watch?v=9HQx5pgUoiY
*YouTube video about m4 macbook pro review*
Transcript: so I have been using this M1 Max MacBook Pro for the past 3 years since it came out and it's been great I have felt abso...
**etP2Th9g2hM** (score:55, rel:0.70) ShortCircuit (2024-11-30) [1113999 views, 22765 likes]
Don't buy the Wrong MacBook like me... - M4 MacBook Pro
https://www.youtube.com/watch?v=etP2Th9g2hM
*YouTube video about m4 macbook pro review*
Transcript: woohoo it's new Macbook day my favorite day on short circuit it only comes usually once a year this is the MacBook Pro M...
**b4x8boB2KdI** (score:55, rel:0.70) Dave2D (2024-11-07) [1057988 views, 24977 likes]
M4 MacBook Pro Review - Things to Know
https://www.youtube.com/watch?v=b4x8boB2KdI
*YouTube video about m4 macbook pro review*
Transcript: so Apple launched the new M4 MacBook Pros this is their 14-in model and it's equipped with the M4 Max their topend confi...
**uPe9spXLfZY** (score:50, rel:0.70) Created Tech (2025-07-07) [472845 views, 5082 likes]
M4 MacBook Air vs M4 MacBook Pro - 4 Months Later
https://www.youtube.com/watch?v=uPe9spXLfZY
*YouTube video about m4 macbook pro review*
**TfvIgdzImt4** (score:50, rel:0.70) Hardware Canucks (2024-12-15) [325599 views, 6339 likes]
The Macbook Pro M4 is Insane.
https://www.youtube.com/watch?v=TfvIgdzImt4
*YouTube video about m4 macbook pro review*
**a8Szdrnq0YM** (score:49, rel:0.70) Brandon Butch (2025-02-03) [352593 views, 4309 likes]
MacBook Pro M4 - Review After 3 Months: This Feels Wrong.
https://www.youtube.com/watch?v=a8Szdrnq0YM
*YouTube video about m4 macbook pro review*
**anIVewgtbFc** (score:48, rel:0.70) MacRumors (2024-12-17) [238619 views, 2874 likes]
The Base M4 MacBook Pro is All You Need (Skip M4 Pro & Max)
https://www.youtube.com/watch?v=anIVewgtbFc
*YouTube video about m4 macbook pro review*
**5rN6CEO31gM** (score:48, rel:0.70) Just Josh (2024-11-15) [154306 views, 4540 likes]
MacBook Pro M4: Review & Recommendations
https://www.youtube.com/watch?v=5rN6CEO31gM
*YouTube video about m4 macbook pro review*
**i3eTKJav1VI** (score:45, rel:0.70) Created Tech (2025-04-29) [137009 views, 1832 likes]
M4 Pro MacBook - Long Term Review (6 Months Later)
https://www.youtube.com/watch?v=i3eTKJav1VI
*YouTube video about m4 macbook pro review*
**QbSQH_95eg8** (score:36, rel:0.70) Tech It Easy (2026-02-01) [3176 views, 55 likes]
MacBook Pro M4 Pro Review: 1 Year Later! (Still Worth Buying in 2026?)
https://www.youtube.com/watch?v=QbSQH_95eg8
*YouTube video about m4 macbook pro review*
**Total: Reddit=3, X=12, YouTube=10, HN=0, Web=0**
### HN - M4 MacBook Pro review
#### Reddit Discussions
**R1** (score:0) r/macbookpro (2025-04-09) [0 pts, 0 comments]
M4 Macbook Pro 14’ 1 month review
https://www.reddit.com/r/macbookpro/comments/1hflaaz/m4_macbook_pro_14_1_month_review/
*Explicit 1-month review of the M4 MacBook Pro with long-term impressions in comments.*
**R2** (score:0) r/macbookpro (2025-05-19) [0 pts, 0 comments]
MacBook Pro M4 Battery Life Reality vs Review
https://www.reddit.com/r/macbookpro/comments/1kq2zd8/macbook_pro_m4_battery_life_reality_vs_review/
*Compares real-world battery life to reviewer/Apple claims; review-focused discussion.*
**R3** (score:0) r/macbookpro (2025-08-18) [0 pts, 0 comments]
Disappointed with my MBP M4 Experience …
https://www.reddit.com/r/macbookpro/comments/1mtmkts/disappointed_with_my_mbp_m4_experience/
*User experience report contrasting with glowing reviews; detailed performance/quality complaints.*
#### X/Twitter Posts
**X1** (score:86) @bhphoto (2026-02-25) [3 likes, 0 rp]
If you are in the market for a new MacBook Pro and you’re wondering what the real differences are between Apple’s M3 and M4 silicon, you’ve come to th
https://x.com/bhphoto/status/2026737767695183948
**
**X4** (score:70) @remplug (2026-02-25) [1 likes, 1 rp]
🔥 2024 16” MacBook Pro Price List
1️⃣ 🇺🇸 Brand New MacBook Pro 2024 | M4 Pro Chip | 16” Display
24GB RAM | 512GB SSD
14-Core CPU | 20-Core GPU
Spac
https://x.com/remplug/status/2026725100213465443
**
**X10** (score:64) @grok (2026-02-25) [0 likes, 0 rp]
@5TRgzn @LobstarWilde My marble floors: 64GB M4 Pro/Max MacBook Pro. Local Grok agents run full autonomy loops, zero cloud, sub-second trades/scans. I
https://x.com/grok/status/2026713588472111312
**
**X9** (score:64) @principenemesis (2026-02-25) [0 likes, 0 rp]
@JulianGoldieSEO @grok can a macbook pro m4 run this?
https://x.com/principenemesis/status/2026716193042706852
**
**X5** (score:64) @jameslmorton (2026-02-25) [1 likes, 0 rp]
@SebAaltonen Not my experience. It’s impressive, 70 tokens/s on a maxed out M4 128gb MacBook Pro.
But absolutely sucked and not even remotely in the
https://x.com/jameslmorton/status/2026721943630786816
**
**X6** (score:64) @bcofertas (2026-02-25) [0 likes, 0 rp]
BR Ofertas todos os dias 🇧🇷
Leve seu Mac Pro M4 hoje! 💻⚡✨
Pegue já: https://t.co/PSwylZH3Sz
Por R$ 23.749,00
em até 10x sem juros
Frete Grátis
App
https://x.com/bcofertas/status/2026721014676099084
**
**X12** (score:64) @grok (2026-02-25) [0 likes, 0 rp]
Hey! Yeah, you can install Fedora on the M6 MacBook Pro via the official Fedora Asahi Remix (built on the Asahi Linux project). It already runs great
https://x.com/grok/status/2026704108820824113
**
**X7** (score:64) @toppromoalertas (2026-02-25) [0 likes, 0 rp]
Promoções BR do dia 🇧🇷
Leve seu Mac Pro M4 hoje! 💻⚡✨
Ver aqui: https://t.co/LfxNw3waps
Por R$ 23.749,00
em até 10x sem juros
Frete Grátis
Apple Ma
https://x.com/toppromoalertas/status/2026719111523237932
**
**X8** (score:64) @grok (2026-02-25) [0 likes, 0 rp]
Yes, a MacBook Pro M4 can run this Ollama + GLM-4.7-Flash setup locally.
Ollama has native Apple Silicon support via Metal. The Q4_K_M model (~19GB)
https://x.com/grok/status/2026716420269031652
**
**X2** (score:56) @grecinoscdev (2026-02-25) [1 likes, 0 rp]
@TechByTaraa Both. macOS (Macbook Pro M4 Pro) for my photography/videography personal stuff + software engineering and a Linux desktop workstation for
https://x.com/grecinoscdev/status/2026731118142148644
**
**X11** (score:56) @Steve_Lost_Jobs (2026-02-25) [1 likes, 0 rp]
Apple 2024 MacBook Pro 14コアCPU、20コアGPU の M4 Pro搭載ノートパ... PR
4549995547610
ポイント: 3735㌽
想定価格: 369,800
2026/02/26 01:55:23
https://t.co/q1uyIqFsID
https://x.com/Steve_Lost_Jobs/status/2026705327828382016
**
**X3** (score:56) @grok (2026-02-25) [1 likes, 0 rp]
No, Apple has not made any MacBook (Pro or otherwise) cost $299.
The linked Newsroom search returns zero matching results—it's just unrelated announ
https://x.com/grok/status/2026727605517394283
**
#### YouTube Videos
**9HQx5pgUoiY** (score:61, rel:0.70) Marques Brownlee (2024-11-18) [4010567 views, 105606 likes]
M4 Max MacBook Pro: I'm Convinced!
https://www.youtube.com/watch?v=9HQx5pgUoiY
*YouTube video about m4 macbook pro review*
Transcript: so I have been using this M1 Max MacBook Pro for the past 3 years since it came out and it's been great I have felt abso...
**etP2Th9g2hM** (score:55, rel:0.70) ShortCircuit (2024-11-30) [1113999 views, 22765 likes]
Don't buy the Wrong MacBook like me... - M4 MacBook Pro
https://www.youtube.com/watch?v=etP2Th9g2hM
*YouTube video about m4 macbook pro review*
Transcript: woohoo it's new Macbook day my favorite day on short circuit it only comes usually once a year this is the MacBook Pro M...
**b4x8boB2KdI** (score:55, rel:0.70) Dave2D (2024-11-07) [1057988 views, 24977 likes]
M4 MacBook Pro Review - Things to Know
https://www.youtube.com/watch?v=b4x8boB2KdI
*YouTube video about m4 macbook pro review*
Transcript: so Apple launched the new M4 MacBook Pros this is their 14-in model and it's equipped with the M4 Max their topend confi...
**uPe9spXLfZY** (score:50, rel:0.70) Created Tech (2025-07-07) [472845 views, 5082 likes]
M4 MacBook Air vs M4 MacBook Pro - 4 Months Later
https://www.youtube.com/watch?v=uPe9spXLfZY
*YouTube video about m4 macbook pro review*
**TfvIgdzImt4** (score:50, rel:0.70) Hardware Canucks (2024-12-15) [325597 views, 6339 likes]
The Macbook Pro M4 is Insane.
https://www.youtube.com/watch?v=TfvIgdzImt4
*YouTube video about m4 macbook pro review*
**a8Szdrnq0YM** (score:49, rel:0.70) Brandon Butch (2025-02-03) [352593 views, 4309 likes]
MacBook Pro M4 - Review After 3 Months: This Feels Wrong.
https://www.youtube.com/watch?v=a8Szdrnq0YM
*YouTube video about m4 macbook pro review*
**anIVewgtbFc** (score:48, rel:0.70) MacRumors (2024-12-17) [238616 views, 2874 likes]
The Base M4 MacBook Pro is All You Need (Skip M4 Pro & Max)
https://www.youtube.com/watch?v=anIVewgtbFc
*YouTube video about m4 macbook pro review*
**5rN6CEO31gM** (score:48, rel:0.70) Just Josh (2024-11-15) [154306 views, 4540 likes]
MacBook Pro M4: Review & Recommendations
https://www.youtube.com/watch?v=5rN6CEO31gM
*YouTube video about m4 macbook pro review*
**i3eTKJav1VI** (score:45, rel:0.70) Created Tech (2025-04-29) [137009 views, 1832 likes]
M4 Pro MacBook - Long Term Review (6 Months Later)
https://www.youtube.com/watch?v=i3eTKJav1VI
*YouTube video about m4 macbook pro review*
**QbSQH_95eg8** (score:36, rel:0.70) Tech It Easy (2026-02-01) [3176 views, 55 likes]
MacBook Pro M4 Pro Review: 1 Year Later! (Still Worth Buying in 2026?)
https://www.youtube.com/watch?v=QbSQH_95eg8
*YouTube video about m4 macbook pro review*
**Total: Reddit=3, X=12, YouTube=10, HN=0, Web=0**
### CROSS - M4 MacBook Pro review
#### Reddit Discussions
**R1** (score:0) r/macbookpro (2025-08-18) [0 pts, 0 comments]
Disappointed with my MBP M4 Experience …
https://www.reddit.com/r/macbookpro/comments/1mtmkts/disappointed_with_my_mbp_m4_experience/
*First-hand experience post reacting to reviews and describing real-world issues/behavior on an M4 MacBook Pro.*
**R2** (score:0) r/macbookpro (2025-06-08) [0 pts, 0 comments]
Returned M4 MacBook Air for M4 MacBook Pro
https://www.reddit.com/r/macbookpro/comments/1l6cx3y/returned_m4_macbook_air_for_m4_macbook_pro/
*Comparison/mini-review style discussion after switching to an M4 MacBook Pro (display, ports, speakers, performance).*
**R3** (score:0) r/macbookpro (2025-04-04) [0 pts, 0 comments]
M4 MacBook Pro 14 Inch Battery Life, Should I Be Concerned??
https://www.reddit.com/r/macbookpro/comments/1jra25q/m4_macbook_pro_14_inch_battery_life_should_i_be_concerned/
*Battery life discussion framed against Apple’s advertised numbers; lots of owner feedback (real-world “review” angle).*
#### X/Twitter Posts
**X1** (score:86) @bhphoto (2026-02-25) [3 likes, 0 rp]
If you are in the market for a new MacBook Pro and you’re wondering what the real differences are between Apple’s M3 and M4 silicon, you’ve come to th
https://x.com/bhphoto/status/2026737767695183948
**
**X4** (score:70) @remplug (2026-02-25) [1 likes, 1 rp]
🔥 2024 16” MacBook Pro Price List
1️⃣ 🇺🇸 Brand New MacBook Pro 2024 | M4 Pro Chip | 16” Display
24GB RAM | 512GB SSD
14-Core CPU | 20-Core GPU
Spac
https://x.com/remplug/status/2026725100213465443
**
**X10** (score:64) @grok (2026-02-25) [0 likes, 0 rp]
@5TRgzn @LobstarWilde My marble floors: 64GB M4 Pro/Max MacBook Pro. Local Grok agents run full autonomy loops, zero cloud, sub-second trades/scans. I
https://x.com/grok/status/2026713588472111312
**
**X9** (score:64) @principenemesis (2026-02-25) [0 likes, 0 rp]
@JulianGoldieSEO @grok can a macbook pro m4 run this?
https://x.com/principenemesis/status/2026716193042706852
**
**X5** (score:64) @jameslmorton (2026-02-25) [1 likes, 0 rp]
@SebAaltonen Not my experience. It’s impressive, 70 tokens/s on a maxed out M4 128gb MacBook Pro.
But absolutely sucked and not even remotely in the
https://x.com/jameslmorton/status/2026721943630786816
**
**X6** (score:64) @bcofertas (2026-02-25) [0 likes, 0 rp]
BR Ofertas todos os dias 🇧🇷
Leve seu Mac Pro M4 hoje! 💻⚡✨
Pegue já: https://t.co/PSwylZH3Sz
Por R$ 23.749,00
em até 10x sem juros
Frete Grátis
App
https://x.com/bcofertas/status/2026721014676099084
**
**X12** (score:64) @grok (2026-02-25) [0 likes, 0 rp]
Hey! Yeah, you can install Fedora on the M6 MacBook Pro via the official Fedora Asahi Remix (built on the Asahi Linux project). It already runs great
https://x.com/grok/status/2026704108820824113
**
**X7** (score:64) @toppromoalertas (2026-02-25) [0 likes, 0 rp]
Promoções BR do dia 🇧🇷
Leve seu Mac Pro M4 hoje! 💻⚡✨
Ver aqui: https://t.co/LfxNw3waps
Por R$ 23.749,00
em até 10x sem juros
Frete Grátis
Apple Ma
https://x.com/toppromoalertas/status/2026719111523237932
**
**X8** (score:64) @grok (2026-02-25) [0 likes, 0 rp]
Yes, a MacBook Pro M4 can run this Ollama + GLM-4.7-Flash setup locally.
Ollama has native Apple Silicon support via Metal. The Q4_K_M model (~19GB)
https://x.com/grok/status/2026716420269031652
**
**X2** (score:56) @grecinoscdev (2026-02-25) [1 likes, 0 rp]
@TechByTaraa Both. macOS (Macbook Pro M4 Pro) for my photography/videography personal stuff + software engineering and a Linux desktop workstation for
https://x.com/grecinoscdev/status/2026731118142148644
**
**X11** (score:56) @Steve_Lost_Jobs (2026-02-25) [1 likes, 0 rp]
Apple 2024 MacBook Pro 14コアCPU、20コアGPU の M4 Pro搭載ノートパ... PR
4549995547610
ポイント: 3735㌽
想定価格: 369,800
2026/02/26 01:55:23
https://t.co/q1uyIqFsID
https://x.com/Steve_Lost_Jobs/status/2026705327828382016
**
**X3** (score:56) @grok (2026-02-25) [1 likes, 0 rp]
No, Apple has not made any MacBook (Pro or otherwise) cost $299.
The linked Newsroom search returns zero matching results—it's just unrelated announ
https://x.com/grok/status/2026727605517394283
**
#### YouTube Videos
**9HQx5pgUoiY** (score:63, rel:0.75) Marques Brownlee (2024-11-18) [4010567 views, 105606 likes]
M4 Max MacBook Pro: I'm Convinced!
https://www.youtube.com/watch?v=9HQx5pgUoiY
*YouTube: M4 Max MacBook Pro: I'm Convinced!*
Transcript: so I have been using this M1 Max MacBook Pro for the past 3 years since it came out and it's been great I have felt abso...
**b4x8boB2KdI** (score:63, rel:1.00) Dave2D (2024-11-07) [1057971 views, 24977 likes]
M4 MacBook Pro Review - Things to Know
https://www.youtube.com/watch?v=b4x8boB2KdI
*YouTube: M4 MacBook Pro Review - Things to Know*
Transcript: so Apple launched the new M4 MacBook Pros this is their 14-in model and it's equipped with the M4 Max their topend confi...
**a8Szdrnq0YM** (score:52, rel:1.00) Brandon Butch (2025-02-03) [352593 views, 4309 likes]
MacBook Pro M4 - Review After 3 Months: This Feels Wrong.
https://www.youtube.com/watch?v=a8Szdrnq0YM
*YouTube: MacBook Pro M4 - Review After 3 Months: This Feels Wrong.*
**etP2Th9g2hM** (score:51, rel:0.75) ShortCircuit (2024-11-30) [1113999 views, 22765 likes]
Don't buy the Wrong MacBook like me... - M4 MacBook Pro
https://www.youtube.com/watch?v=etP2Th9g2hM
*YouTube: Don't buy the Wrong MacBook like me... - M4 MacBook Pro*
Transcript: woohoo it's new Macbook day my favorite day on short circuit it only comes usually once a year this is the MacBook Pro M...
**i3eTKJav1VI** (score:45, rel:1.00) Created Tech (2025-04-29) [137009 views, 1832 likes]
M4 Pro MacBook - Long Term Review (6 Months Later)
https://www.youtube.com/watch?v=i3eTKJav1VI
*YouTube: M4 Pro MacBook - Long Term Review (6 Months Later)*
**uPe9spXLfZY** (score:43, rel:0.75) Created Tech (2025-07-07) [472845 views, 5082 likes]
M4 MacBook Air vs M4 MacBook Pro - 4 Months Later
https://www.youtube.com/watch?v=uPe9spXLfZY
*YouTube: M4 MacBook Air vs M4 MacBook Pro - 4 Months Later*
**TfvIgdzImt4** (score:42, rel:0.75) Hardware Canucks (2024-12-15) [325599 views, 6339 likes]
The Macbook Pro M4 is Insane.
https://www.youtube.com/watch?v=TfvIgdzImt4
*YouTube: The Macbook Pro M4 is Insane.*
**anIVewgtbFc** (score:38, rel:0.75) MacRumors (2024-12-17) [238619 views, 2874 likes]
The Base M4 MacBook Pro is All You Need (Skip M4 Pro & Max)
https://www.youtube.com/watch?v=anIVewgtbFc
*YouTube: The Base M4 MacBook Pro is All You Need (Skip M4 Pro & Max)*
**BDpNDniE1PA** (score:37, rel:0.75) Max Tech (2025-04-18) [197898 views, 3077 likes]
M4 Pro MacBook Pro after 6 Months - Everyone was WRONG!
https://www.youtube.com/watch?v=BDpNDniE1PA
*YouTube: M4 Pro MacBook Pro after 6 Months - Everyone was WRONG!*
**0vn9T3x4dGg** (score:37, rel:0.75) Max Tech (2024-12-09) [200580 views, 3345 likes]
M4 Pro MacBook Pro after 1 Month... BEST Mac EVER!?
https://www.youtube.com/watch?v=0vn9T3x4dGg
*YouTube: M4 Pro MacBook Pro after 1 Month... BEST Mac EVER!?*
**Total: Reddit=3, X=12, YouTube=10, HN=0, Web=0**
### Base - best rap songs 2026
#### Reddit Discussions
**R10** (score:57) r/TeenageRapFans (2026-02-15) [0 pts, 0 comments]
What's the best rap song ever made?
https://www.reddit.com/r/TeenageRapFans/comments/1r5iub6/whats_the_best_rap_song_ever_made/
*Direct ‘best rap song’ debate thread posted in 2026; good for mining frequently-cited ‘best’ contenders.*
**R12** (score:52) r/HivemindTV (2026-02-19) [0 pts, 0 comments]
This is their worst bracket ever
https://www.reddit.com/r/HivemindTV/comments/1r8px0j/this_is_their_worst_bracket_ever/
*Meta thread about a ‘Best Rap songs of the 21st century’ bracket/video; includes debate about picks and what “best rap songs” should be.*
**R4** (score:49) r/hiphopheads (2026-02-13) [0 pts, 0 comments]
Daily Discussion Thread 02/13/2026
https://www.reddit.com/r/hiphopheads/comments/1r3mudz/daily_discussion_thread_02132026/
*General hip-hop discussion thread dated in 2026 where users frequently debate best tracks (including “best track is probably…” style mini-rankings).*
**R3** (score:48) r/hiphopheads (2026-02-01) [0 pts, 0 comments]
Pre-Show Grammy Winners
https://www.reddit.com/r/hiphopheads/comments/1qtcbmo/preshow_grammy_winners/
*Discusses 2026 Grammys rap categories (Best Rap Song/Performance, etc.), which commonly overlaps with ‘best rap songs’ discussions.*
**R14** (score:41) r/edranked (2026-02-01) [0 pts, 0 comments]
Reddit Ranked: Hip Hop ‘26
https://www.reddit.com/r/redranked/comments/1qszauu/reddit_ranked_hip_hop_26/
*Community submission/ranking project for Hip Hop ‘26; relevant to discovering and discussing top tracks for 2026.*
**R7** (score:28) r/hiphopheads (None) [0 pts, 0 comments]
Pitchfork: The 32 Best Rap Albums of 2025
https://www.reddit.com/r/hiphopheads/comments/1pjywih/pitchfork_the_32_best_rap_albums_of_2025/
*Best-of list discussion (albums) that typically includes commenters calling out standout songs; adjacent to ‘best rap songs’ discourse heading into 2026.*
#### X/Twitter Posts
**X5** (score:86) @Zika_gfx (2026-02-25) [11 likes, 5 rp]
Talking about meaningful rap songs...
WORLD BEST LIE - NUNO ZIGI (2026)🥺❤ https://t.co/MDHRf3giYq
https://x.com/Zika_gfx/status/2026576570513600788
**
**X6** (score:69) @DPOSTS6 (2026-02-25) [4 likes, 1 rp]
@PopCrave Partition still goes harder than most 2026 songs
12 years and the beat switch + that rap still give chills every time. Queen never misses
https://x.com/DPOSTS6/status/2026523320548819145
**
**X9** (score:64) @grok (2026-02-25) [0 likes, 0 rp]
@Unfath0m4ble @robinthisbish @lilceaserthabp1 @RapWikip What You Saying by Lil Uzi Vert. Dropped Dec 2025, hit #1 on Hot Rap Songs in Jan 2026 (his 3r
https://x.com/grok/status/2026467153046606064
**
**X7** (score:64) @grok (2026-02-25) [0 likes, 0 rp]
@lil_loonie1 @oldmanebro No, Lil Uzi Vert isn't struggling. His "What You Saying" hit #1 on Hot Rap Songs in Jan 2026 (first in 3 years) and top 15 Ho
https://x.com/grok/status/2026518008827404632
**
**X2** (score:64) @Ferginangi (2026-02-25) [0 likes, 0 rp]
Su La Musica che gira intorno... "Qui con me" è il brano con cui Serena Brancale è in gara al 76° Festival di Sanremo
https://t.co/wTPeovzt6u
#music #
https://x.com/Ferginangi/status/2026696207557382298
**
**X12** (score:62) @teammusic2046 (2026-02-23) [0 likes, 0 rp]
[ ** STUDIO BOOTH ** ] ** DROPPING SOON - 2026 **🔥🔥🔥………..[ ALBUM : LOVE VS LOYALTY - DROPPING SOON ! ]………🔥🔥🔥 - ** ALL SONGS &amp; BEATS, PRODUCED &amp
https://x.com/teammusic2046/status/2026040965329191061
**
**X11** (score:59) @IoWeul (2026-02-24) [2 likes, 0 rp]
@PopBase Finally, @bts_bighit BTS will come back after completing their military service from 2022 to 2025.
BTS served in the military to protect thei
https://x.com/IoWeul/status/2026233090683863471
**
**X8** (score:58) @grok (2026-02-25) [1 likes, 0 rp]
Lil Uzi Vert (born July '95, so 30 now) isn't struggling at all. Fresh off "What You Saying" hitting #1 on Hot Rap Songs in Jan 2026, top 15 Hot 100.
https://x.com/grok/status/2026498538075554040
**
**X4** (score:58) @AlterEgoPopList (2026-02-25) [1 likes, 0 rp]
My musical taste / eras every year
2020: J-POP &amp; K-POP (mostly BLACKPINK)
2021: Sped-Up Songs
2022: EDM
2023: Swiftie (Pop) &amp; Lofi
2024: Pop,
https://x.com/AlterEgoPopList/status/2026641456434393579
**
**X3** (score:56) @WordsFromBlerds (2026-02-25) [1 likes, 0 rp]
@_CharlesPreston Can’t believe I’m seeing “they say it in rap songs!” In 2026
The same reductive, ancient, debunked arguments ad infinitum
https://x.com/WordsFromBlerds/status/2026647382083903688
**
**X1** (score:56) @Ferginangi (2026-02-25) [1 likes, 0 rp]
Su La Musica che gira intorno... "Magica Favola" è il brano con cui Arisa è in gara al 76° Festival di Sanremo
https://t.co/Nxzkb005lP
#music #genre #
https://x.com/Ferginangi/status/2026705227366256880
**
**X10** (score:55) @fo_sho52268 (2026-02-24) [1 likes, 0 rp]
@blackiiingout 💩 is funny from 2025 to 2026. BiiCH is SCARED to drop that #TRASH he calls "rap songs" 🥴😩
https://x.com/fo_sho52268/status/2026335353364201566
**
#### YouTube Videos
**ZUExyc50ZVU** (score:63, rel:0.70) West Coast Finest (2026-01-29) [407260 views, 4228 likes]
Lit Hip Hop Mix 2026🔥🔥🔥Tyga, Quavo, Iggy Azalea, Wiz Khalifa, Juicy J, 50 Cent
https://www.youtube.com/watch?v=ZUExyc50ZVU
*YouTube video about rap songs 2026*
Transcript: Yeah. &gt;&gt; Yeah. [music] Late nights, cold life, same story. &gt;&gt; City shine different. You walking with glory, ...
**d1melQQVp6s** (score:58, rel:0.70) DJ Noize (2026-02-14) [42707 views, 761 likes]
New Rap Songs 2026 Mix February | Trap Tape #127 | New Hip Hop 2026 Mixtape | DJ Noize
https://www.youtube.com/watch?v=d1melQQVp6s
*YouTube video about rap songs 2026*
Transcript: [music] This This is a DJ noise mixtape present. This is a DJ noise mixtape [music] presentation. DJ [music] &gt;&gt; Wh...
**-KQpPySP93I** (score:53, rel:0.70) DJ Noize (2026-02-21) [12955 views, 304 likes]
New Hip Hop R&B Songs 2026 Mix February | Hot Right Now #153 | New Rap 2026 Playlist | DJ Noize
https://www.youtube.com/watch?v=-KQpPySP93I
*YouTube video about rap songs 2026*
Transcript: This This is a DJ noise tape present. This is a DJ noise mix. [music] I got Nikki on me. How we treat the like a bucket ...
**Total: Reddit=6, X=12, YouTube=3, HN=0, Web=0**
### HN - best rap songs 2026
#### Reddit Discussions
**R6** (score:71) r/playlists (2026-02-19) [0 pts, 0 comments]
Mix Rap Hiphop 2026
https://www.reddit.com/r/playlists/comments/1r8t0ld/mix_rap_hiphop_2026/
*Explicitly a 2026 rap/hip-hop playlist thread; useful for current-year song discovery.*
**R8** (score:66) r/hiphopheads (2026-02-25) [0 pts, 0 comments]
Daily Discussion Thread 02/24/2026
https://www.reddit.com/r/hiphopheads/comments/1rdjmgu/daily_discussion_thread_02242026/
*General hip-hop discussion thread around late Feb 2026; often includes song/album recs and what people are listening to now.*
**R2** (score:60) r/musicplaylists (2026-02-02) [0 pts, 0 comments]
Best 2026 Rap Playlist (178 saves)
https://www.reddit.com/r/musicplaylists/comments/1qu3i2n/best_2026_rap_playlist_178_saves/
*Directly about a “Best 2026 Rap Playlist” (songs for 2026), with comments inviting suggestions.*
**R18** (score:56) r/hiphop (2026-02-21) [0 pts, 0 comments]
DFL - Art Of Life (2026)
https://www.reddit.com/r/hiphop/comments/1raoitx/dfl_art_of_life_2026/
*A 2026 rap/hip-hop track post; useful to gather candidate songs people might call “best of 2026.”*
**R19** (score:55) r/hiphop (2026-02-21) [0 pts, 0 comments]
Plat Hav Pro - Get F'D Up (2026)
https://www.reddit.com/r/hiphop/comments/1ragaf5/plat_hav_pro_get_fd_up_2026/
*Another 2026 track post; relevant to discovering rap songs released/posted in 2026 that could be considered among the best.*
**R21** (score:55) r/TeenageRapFans (2026-02-15) [0 pts, 0 comments]
What's the best rap song ever made?
https://www.reddit.com/r/TeenageRapFans/comments/1r5iub6/whats_the_best_rap_song_ever_made/
*Direct ‘best rap song’ discussion (not year-specific, but posted in 2026 and highly aligned with ‘best rap songs’ topic).*
**R13** (score:53) r/hiphopheads (2026-02-14) [0 pts, 0 comments]
[DISCUSSION] Westside Gunn - 12 (1 Year Later)
https://www.reddit.com/r/hiphopheads/comments/1r4nbsr/discussion_westside_gunn_12_1_year_later/
*Album discussion thread that includes ‘favorite track’ prompts; useful for identifying best songs/tracks people cite.*
**R20** (score:51) r/hiphop (2026-02-16) [0 pts, 0 comments]
Jody Lo - Ridiculous (2026)
https://www.reddit.com/r/hiphop/comments/1r6c6i7/jody_lo_ridiculous_2026/
*2026 track thread; relevant for compiling 2026 rap songs being shared/discussed.*
**R15** (score:51) r/edranked (2026-02-01) [0 pts, 0 comments]
Reddit Ranked: Hip Hop ‘26
https://www.reddit.com/r/redranked/comments/1qszauu/reddit_ranked_hip_hop_26/
*Ongoing 2026 hip-hop ranking/submission thread; good for discovering community-submitted ‘best’ tracks in 2026.*
**R9** (score:49) r/hiphopheads (2026-02-01) [0 pts, 0 comments]
Pre-Show Grammy Winners
https://www.reddit.com/r/hiphopheads/comments/1qtcbmo/preshow_grammy_winners/
*Includes ‘Best Rap Song’/rap categories discussion; useful when searching for top/best rap songs discourse in 2026.*
#### X/Twitter Posts
**X5** (score:86) @Zika_gfx (2026-02-25) [12 likes, 5 rp]
Talking about meaningful rap songs...
WORLD BEST LIE - NUNO ZIGI (2026)🥺❤ https://t.co/MDHRf3giYq
https://x.com/Zika_gfx/status/2026576570513600788
**
**X6** (score:68) @DPOSTS6 (2026-02-25) [4 likes, 1 rp]
@PopCrave Partition still goes harder than most 2026 songs
12 years and the beat switch + that rap still give chills every time. Queen never misses
https://x.com/DPOSTS6/status/2026523320548819145
**
**X9** (score:64) @grok (2026-02-25) [0 likes, 0 rp]
@Unfath0m4ble @robinthisbish @lilceaserthabp1 @RapWikip What You Saying by Lil Uzi Vert. Dropped Dec 2025, hit #1 on Hot Rap Songs in Jan 2026 (his 3r
https://x.com/grok/status/2026467153046606064
**
**X7** (score:64) @grok (2026-02-25) [0 likes, 0 rp]
@lil_loonie1 @oldmanebro No, Lil Uzi Vert isn't struggling. His "What You Saying" hit #1 on Hot Rap Songs in Jan 2026 (first in 3 years) and top 15 Ho
https://x.com/grok/status/2026518008827404632
**
**X2** (score:64) @Ferginangi (2026-02-25) [0 likes, 0 rp]
Su La Musica che gira intorno... "Qui con me" è il brano con cui Serena Brancale è in gara al 76° Festival di Sanremo
https://t.co/wTPeovzt6u
#music #
https://x.com/Ferginangi/status/2026696207557382298
**
**X12** (score:62) @teammusic2046 (2026-02-23) [0 likes, 0 rp]
[ ** STUDIO BOOTH ** ] ** DROPPING SOON - 2026 **🔥🔥🔥………..[ ALBUM : LOVE VS LOYALTY - DROPPING SOON ! ]………🔥🔥🔥 - ** ALL SONGS &amp; BEATS, PRODUCED &amp
https://x.com/teammusic2046/status/2026040965329191061
**
**X11** (score:59) @IoWeul (2026-02-24) [2 likes, 0 rp]
@PopBase Finally, @bts_bighit BTS will come back after completing their military service from 2022 to 2025.
BTS served in the military to protect thei
https://x.com/IoWeul/status/2026233090683863471
**
**X8** (score:58) @grok (2026-02-25) [1 likes, 0 rp]
Lil Uzi Vert (born July '95, so 30 now) isn't struggling at all. Fresh off "What You Saying" hitting #1 on Hot Rap Songs in Jan 2026, top 15 Hot 100.
https://x.com/grok/status/2026498538075554040
**
**X4** (score:58) @AlterEgoPopList (2026-02-25) [1 likes, 0 rp]
My musical taste / eras every year
2020: J-POP &amp; K-POP (mostly BLACKPINK)
2021: Sped-Up Songs
2022: EDM
2023: Swiftie (Pop) &amp; Lofi
2024: Pop,
https://x.com/AlterEgoPopList/status/2026641456434393579
**
**X3** (score:56) @WordsFromBlerds (2026-02-25) [1 likes, 0 rp]
@_CharlesPreston Can’t believe I’m seeing “they say it in rap songs!” In 2026
The same reductive, ancient, debunked arguments ad infinitum
https://x.com/WordsFromBlerds/status/2026647382083903688
**
**X1** (score:56) @Ferginangi (2026-02-25) [1 likes, 0 rp]
Su La Musica che gira intorno... "Magica Favola" è il brano con cui Arisa è in gara al 76° Festival di Sanremo
https://t.co/Nxzkb005lP
#music #genre #
https://x.com/Ferginangi/status/2026705227366256880
**
**X10** (score:55) @fo_sho52268 (2026-02-24) [1 likes, 0 rp]
@blackiiingout 💩 is funny from 2025 to 2026. BiiCH is SCARED to drop that #TRASH he calls "rap songs" 🥴😩
https://x.com/fo_sho52268/status/2026335353364201566
**
#### YouTube Videos
**ZUExyc50ZVU** (score:63, rel:0.70) West Coast Finest (2026-01-29) [407260 views, 4229 likes]
Lit Hip Hop Mix 2026🔥🔥🔥Tyga, Quavo, Iggy Azalea, Wiz Khalifa, Juicy J, 50 Cent
https://www.youtube.com/watch?v=ZUExyc50ZVU
*YouTube video about rap songs 2026*
Transcript: Yeah. &gt;&gt; Yeah. [music] Late nights, cold life, same story. &gt;&gt; City shine different. You walking with glory, ...
**d1melQQVp6s** (score:58, rel:0.70) DJ Noize (2026-02-14) [42707 views, 761 likes]
New Rap Songs 2026 Mix February | Trap Tape #127 | New Hip Hop 2026 Mixtape | DJ Noize
https://www.youtube.com/watch?v=d1melQQVp6s
*YouTube video about rap songs 2026*
Transcript: [music] This This is a DJ noise mixtape present. This is a DJ noise mixtape [music] presentation. DJ [music] &gt;&gt; Wh...
**-KQpPySP93I** (score:53, rel:0.70) DJ Noize (2026-02-21) [12955 views, 304 likes]
New Hip Hop R&B Songs 2026 Mix February | Hot Right Now #153 | New Rap 2026 Playlist | DJ Noize
https://www.youtube.com/watch?v=-KQpPySP93I
*YouTube video about rap songs 2026*
Transcript: This This is a DJ noise tape present. This is a DJ noise mix. [music] I got Nikki on me. How we treat the like a bucket ...
**Total: Reddit=10, X=12, YouTube=3, HN=0, Web=0**
### CROSS - best rap songs 2026
#### Reddit Discussions
**R1** (score:57) r/edranked (2026-02-01) [0 pts, 0 comments]
Reddit Ranked: Hip Hop ‘26
https://www.reddit.com/r/redranked/comments/1qszauu/reddit_ranked_hip_hop_26/
*Explicitly about Hip Hop '26 submissions and ranking tracks (community-sourced 'best of 2026' style thread).*
**R9** (score:56) r/hiphopheads (2026-02-24) [0 pts, 0 comments]
Daily Discussion Thread 02/24/2026
https://www.reddit.com/r/hiphopheads/comments/1rdjmgu/daily_discussion_thread_02242026/
*General hip-hop discussion thread where users frequently share current favorite/best songs and recommendations (2026-dated).*
**R4** (score:56) r/hiphopheads (2026-02-14) [0 pts, 0 comments]
[DISCUSSION] Drake & PARTYNXTDOOR - $OME $EXY $ONGS 4 U (1 Year Later)
https://www.reddit.com/r/hiphopheads/comments/1r4cbez/discussion_drake_partynxtdoord_ome_exy_ongs_4_u_1/
*Track-focused discussion about songs still in rotation; relevant to identifying standout rap/R&B tracks around 2026.*
**R21** (score:54) r/makemeaplaylist (2026-02-21) [0 pts, 0 comments]
2/22/2026 | Week 23 Playlist Competition
https://www.reddit.com/r/makemeaplaylist/comments/1rb46m6/2222026_week_23_playlist_competition/
*Playlist competition thread featuring an underground rap playlist winner; useful for surfacing 'best rap' picks around 2026.*
**R16** (score:53) r/TeenageRapFans (2026-02-15) [0 pts, 0 comments]
What's the best rap song ever made?
https://www.reddit.com/r/TeenageRapFans/comments/1r5iub6/whats_the_best_rap_song_ever_made/
*Direct 'best rap song' debate thread (highly aligned with best-rap-songs searching).*
**R18** (score:51) r/playlists (2026-02-15) [0 pts, 0 comments]
Rick 2026 : Pop Dance RnB Chart Hits Rock Indie HipHop Divas Rap Gym 80s 90s 00s 10s 20s Party Music
https://www.reddit.com/r/playlists/comments/1r5iuz5/rick_2026_pop_dance_rnb_chart_hits_rock_indie/
*2026-tagged playlist thread explicitly including HipHop/Rap; can be mined for top rap tracks in 2026 rotation.*
**R5** (score:48) r/hiphopheads (2026-02-01) [0 pts, 0 comments]
Pre-Show Grammy Winners
https://www.reddit.com/r/hiphopheads/comments/1qtcbmo/preshow_grammy_winners/
*Includes Best Rap Song / Best Rap Performance winners; strong signal for 'best rap songs' discourse in 2026 season.*
**R8** (score:44) r/GoodAssSub (2026-02-02) [0 pts, 0 comments]
Andre Toutman claims All The Love will be "song of the year"
https://www.reddit.com/r/GoodAssSub/comments/1qty80z/andre_toutman_claims_all_the_love_will_be_song_of/
*Direct 'song of the year' debate thread (rap/hip-hop community), aligned with 'best songs' discovery for 2026.*
**R6** (score:43) r/hiphopheads (2026-02-02) [0 pts, 0 comments]
Kendrick Lamar Wins 2nd Record of the Year Grammy With SZA for ‘Luther’
https://www.reddit.com/r/hiphopheads/comments/1qtl5kr/kendrick_lamar_wins_2nd_record_of_the_year_grammy/
*High-engagement thread about a major hip-hop adjacent song winning; useful for 'best songs' discussions around 2026.*
**R15** (score:42) r/musicteenager (2026-02-04) [0 pts, 0 comments]
My top 25 rap songs of all time
https://www.reddit.com/r/musicteenager/comments/1qvz9qu/my_top_25_rap_songs_of_all_time/
*User-made ranked list of rap songs; while not 2026-specific, it matches the 'best rap songs' core subject.*
**R7** (score:41) r/KendrickLamar (2026-02-01) [0 pts, 0 comments]
68th Annual Grammy Awards [LIVE MEGATHREAD]
https://www.reddit.com/r/KendrickLamar/comments/1qtczjl/68th_annual_grammy_awards_live_megathread/
*Live discussion around Grammys 2026 including rap categories; good for discovering what Reddit called the best tracks.*
#### X/Twitter Posts
**X5** (score:86) @Zika_gfx (2026-02-25) [12 likes, 5 rp]
Talking about meaningful rap songs...
WORLD BEST LIE - NUNO ZIGI (2026)🥺❤ https://t.co/MDHRf3giYq
https://x.com/Zika_gfx/status/2026576570513600788
**
**X6** (score:68) @DPOSTS6 (2026-02-25) [4 likes, 1 rp]
@PopCrave Partition still goes harder than most 2026 songs
12 years and the beat switch + that rap still give chills every time. Queen never misses
https://x.com/DPOSTS6/status/2026523320548819145
**
**X9** (score:64) @grok (2026-02-25) [0 likes, 0 rp]
@Unfath0m4ble @robinthisbish @lilceaserthabp1 @RapWikip What You Saying by Lil Uzi Vert. Dropped Dec 2025, hit #1 on Hot Rap Songs in Jan 2026 (his 3r
https://x.com/grok/status/2026467153046606064
**
**X7** (score:64) @grok (2026-02-25) [0 likes, 0 rp]
@lil_loonie1 @oldmanebro No, Lil Uzi Vert isn't struggling. His "What You Saying" hit #1 on Hot Rap Songs in Jan 2026 (first in 3 years) and top 15 Ho
https://x.com/grok/status/2026518008827404632
**
**X2** (score:64) @Ferginangi (2026-02-25) [0 likes, 0 rp]
Su La Musica che gira intorno... "Qui con me" è il brano con cui Serena Brancale è in gara al 76° Festival di Sanremo
https://t.co/wTPeovzt6u
#music #
https://x.com/Ferginangi/status/2026696207557382298
**
**X12** (score:62) @teammusic2046 (2026-02-23) [0 likes, 0 rp]
[ ** STUDIO BOOTH ** ] ** DROPPING SOON - 2026 **🔥🔥🔥………..[ ALBUM : LOVE VS LOYALTY - DROPPING SOON ! ]………🔥🔥🔥 - ** ALL SONGS &amp; BEATS, PRODUCED &amp
https://x.com/teammusic2046/status/2026040965329191061
**
**X11** (score:59) @IoWeul (2026-02-24) [2 likes, 0 rp]
@PopBase Finally, @bts_bighit BTS will come back after completing their military service from 2022 to 2025.
BTS served in the military to protect thei
https://x.com/IoWeul/status/2026233090683863471
**
**X8** (score:58) @grok (2026-02-25) [1 likes, 0 rp]
Lil Uzi Vert (born July '95, so 30 now) isn't struggling at all. Fresh off "What You Saying" hitting #1 on Hot Rap Songs in Jan 2026, top 15 Hot 100.
https://x.com/grok/status/2026498538075554040
**
**X4** (score:58) @AlterEgoPopList (2026-02-25) [1 likes, 0 rp]
My musical taste / eras every year
2020: J-POP &amp; K-POP (mostly BLACKPINK)
2021: Sped-Up Songs
2022: EDM
2023: Swiftie (Pop) &amp; Lofi
2024: Pop,
https://x.com/AlterEgoPopList/status/2026641456434393579
**
**X3** (score:56) @WordsFromBlerds (2026-02-25) [1 likes, 0 rp]
@_CharlesPreston Can’t believe I’m seeing “they say it in rap songs!” In 2026
The same reductive, ancient, debunked arguments ad infinitum
https://x.com/WordsFromBlerds/status/2026647382083903688
**
**X1** (score:56) @Ferginangi (2026-02-25) [1 likes, 0 rp]
Su La Musica che gira intorno... "Magica Favola" è il brano con cui Arisa è in gara al 76° Festival di Sanremo
https://t.co/Nxzkb005lP
#music #genre #
https://x.com/Ferginangi/status/2026705227366256880
**
**X10** (score:55) @fo_sho52268 (2026-02-24) [1 likes, 0 rp]
@blackiiingout 💩 is funny from 2025 to 2026. BiiCH is SCARED to drop that #TRASH he calls "rap songs" 🥴😩
https://x.com/fo_sho52268/status/2026335353364201566
**
#### YouTube Videos
**d1melQQVp6s** (score:71, rel:1.00) DJ Noize (2026-02-14) [42713 views, 761 likes]
New Rap Songs 2026 Mix February | Trap Tape #127 | New Hip Hop 2026 Mixtape | DJ Noize
https://www.youtube.com/watch?v=d1melQQVp6s
*YouTube: New Rap Songs 2026 Mix February | Trap Tape #127 | New Hip H*
Transcript: [music] This This is a DJ noise mixtape present. This is a DJ noise mixtape [music] presentation. DJ [music] &gt;&gt; Wh...
**-KQpPySP93I** (score:66, rel:1.00) DJ Noize (2026-02-21) [12955 views, 304 likes]
New Hip Hop R&B Songs 2026 Mix February | Hot Right Now #153 | New Rap 2026 Playlist | DJ Noize
https://www.youtube.com/watch?v=-KQpPySP93I
*YouTube: New Hip Hop R&B Songs 2026 Mix February | Hot Right Now #153*
Transcript: This This is a DJ noise tape present. This is a DJ noise mix. [music] I got Nikki on me. How we treat the like a bucket ...
**ZUExyc50ZVU** (score:47, rel:0.33) West Coast Finest (2026-01-29) [407260 views, 4229 likes]
Lit Hip Hop Mix 2026🔥🔥🔥Tyga, Quavo, Iggy Azalea, Wiz Khalifa, Juicy J, 50 Cent
https://www.youtube.com/watch?v=ZUExyc50ZVU
*YouTube: Lit Hip Hop Mix 2026🔥🔥🔥Tyga, Quavo, Iggy Azalea, Wiz Khalifa*
Transcript: Yeah. &gt;&gt; Yeah. [music] Late nights, cold life, same story. &gt;&gt; City shine different. You walking with glory, ...
**Total: Reddit=11, X=12, YouTube=3, HN=0, Web=0**
### Base - React vs Svelte 2026
#### Reddit Discussions
**R2** (score:67) r/eact (2026-02-10) [0 pts, 0 comments]
What do you guys think about comparison between React vs Svelte?
https://www.reddit.com/r/react/comments/1r1fku5/what_do_you_guys_think_about_comparison_between/
*Explicit React vs Svelte comparison thread posted in 2026.*
**R1** (score:61) r/webdev (2026-02-02) [0 pts, 0 comments]
Migrated our startup from React to Svelte 5 - Performance gains and lessons learned
https://www.reddit.com/r/webdev/comments/1qu4dek/migrated_our_startup_from_react_to_svelte_5/
*Direct React → Svelte 5 migration discussion with perf + DX comparisons (very 2026-relevant).*
**R21** (score:39) r/sveltejs (None) [0 pts, 0 comments]
React Devs that moved to Svelte, do you find that Svelte reduces dev time?
https://www.reddit.com/r/sveltejs/comments/105skdr/react_devs_that_moved_to_svelte_do_you_find_that/
*Asks React devs about dev-time differences after moving to Svelte (DX/ecosystem tradeoffs).*
**R11** (score:35) r/sveltejs (None) [0 pts, 0 comments]
Svelte 5 officially released!
https://www.reddit.com/r/sveltejs/comments/1g7d3a7/svelte_5_officially_released/
*Major Svelte 5 release thread with debate about whether React developers will switch (React vs Svelte dynamics).*
#### X/Twitter Posts
**X4** (score:76) @FabianHiller (2026-02-13) [61 likes, 2 rp]
TypeScript is the baseline in 2026. But most forms still fight type drift between API, schema & UI.
@formisch_dev + @valibot = one source of truth,
https://x.com/FabianHiller/status/2022345388603080834
**
**X3** (score:57) @ConsciousRide (2026-02-15) [6 likes, 0 rp]
Popular JavaScript Frameworks / Frontend Libraries (2025–2026 trends)
- React: 🇺🇸 United States
- Vue: 🇨🇳 China (created by Evan You)
- Angu
https://x.com/ConsciousRide/status/2023050160520278501
**
**X11** (score:53) @singhprateek_25 (2026-02-07) [6 likes, 1 rp]
Requirements for a fresher in 2026:
Python, JavaScript, C, C++, Java, HTML, CSS, TypeScript, React, Next.js, Vue, Angular, Svelte, Node.js, Express,
https://x.com/singhprateek_25/status/2020094806735700154
**
**X1** (score:52) @cityjsconf (2026-02-20) [0 likes, 1 rp]
Ripple: The Good Parts of React, Svelte, and Solid
Frameworks rise and fall — and in 2026 we’re deep in late-stage React. What’s next? Join @erikras
https://x.com/cityjsconf/status/2024908272646398229
**
**X2** (score:52) @dennydotio (2026-02-18) [1 likes, 0 rp]
Prediction: 2026 marks the death of the JS frameworks. React, Svelte, Astro etc... only exist because humans need organized code to stay sane.
Once
https://x.com/dennydotio/status/2024195986890109320
**
**X5** (score:52) @AzamCodes (2026-02-13) [2 likes, 0 rp]
Web developers, what stack are you using in 2026?
React? Vue? Svelte? Vanilla? Curious what’s actually winning.
https://x.com/AzamCodes/status/2022298287236383010
**
**X8** (score:52) @QiitaTrend (2026-02-11) [0 likes, 0 rp]
[2026/02/11 18:00] トレンド1位
【WebF】React/Vue/Svelteがそのままネイティブアプリになるよ by rana_kualu https://t.co/GiAnTHpOBB
https://x.com/QiitaTrend/status/2021509592489025785
**
**X10** (score:50) @nicobaogim (2026-02-09) [0 likes, 0 rp]
@babakfpk In 2026, picking React for a new project only really makes sense if you value ecosystem maturity, are following existing team habits, or nee
https://x.com/nicobaogim/status/2020689628282667407
**
**X12** (score:49) @Chubbi_Stephen (2026-02-07) [0 likes, 0 rp]
2026 framework discourse:
Dev 1: "React is bloated, use Svelte"
Dev 2: "Svelte has no ecosystem, use Vue"
Dev 3: "Vue is dying, use Solid"
Dev 4: "Ju
https://x.com/Chubbi_Stephen/status/2020087839648800853
**
#### YouTube Videos
**yl0YWA2K2B0** (score:61, rel:0.70) Fireship (2025-10-17) [699597 views, 22894 likes]
React wants to win you back…
https://www.youtube.com/watch?v=yl0YWA2K2B0
*YouTube video about react vs svelte 2026*
Transcript: Last week, I got to participate in my favorite activity of the year. No, it wasn't watching all the overleveraged crypto...
**MnpuK0MK4yo** (score:61, rel:0.70) Beyond Fireship (2023-06-30) [697106 views, 25490 likes]
React VS Svelte...10 Examples
https://www.youtube.com/watch?v=MnpuK0MK4yo
*YouTube video about react vs svelte 2026*
Transcript: any reasonable developer in today's world would learn react because it's the status quo and that's where the jobs are bu...
**aYyZUDFZTrM** (score:60, rel:0.70) Fireship (2024-10-24) [547841 views, 24456 likes]
JavaScript framework reinvents itself… Did "runes" just ruin Svelte?
https://www.youtube.com/watch?v=aYyZUDFZTrM
*YouTube video about react vs svelte 2026*
Transcript: about a year ago I made a tweet that said the dollar sign in spelt is the most powerful abstraction in modern front-end ...
**k7LhsqnJCe4** (score:51, rel:0.70) Paperclick (2026-02-19) [26 views, 1 likes]
Htmx vs Svelte (2026) - Which One Is BETTER?
https://www.youtube.com/watch?v=k7LhsqnJCe4
*YouTube video about react vs svelte 2026*
**IpJh0VEzMRo** (score:51, rel:0.70) Ben Davis (2025-10-12) [24631 views, 1043 likes]
I Was Wrong About Svelte...
https://www.youtube.com/watch?v=IpJh0VEzMRo
*YouTube video about react vs svelte 2026*
**qwDp5pZA_TA** (score:50, rel:0.70) Code Hub (2026-02-08) [640 views, 31 likes]
The Front-end Frameworks Guide 2026: React vs Angular vs Vue vs Svelt vs Solid vs Astro
https://www.youtube.com/watch?v=qwDp5pZA_TA
*YouTube video about react vs svelte 2026*
**1cGtYEXGm8c** (score:50, rel:0.70) Ben Davis (2026-01-06) [16900 views, 793 likes]
This is THE Framework You Should be Using in 2026
https://www.youtube.com/watch?v=1cGtYEXGm8c
*YouTube video about react vs svelte 2026*
**_vuVy21l2bU** (score:46, rel:0.70) Code Hub (2025-10-30) [6454 views, 204 likes]
React vs Svelte: The Brutal Honest Comparison EVER
https://www.youtube.com/watch?v=_vuVy21l2bU
*YouTube video about react vs svelte 2026*
**1BCsdaeYv0A** (score:43, rel:0.70) Daniel | Tech & Data (2023-11-26) [33905 views, 0 likes]
Svelte vs React in 2025 - Make the RIGHT Choice (Difference Explained)
https://www.youtube.com/watch?v=1BCsdaeYv0A
*YouTube video about react vs svelte 2026*
**41HXdxGekZ0** (score:36, rel:0.70) Paperclick (2025-10-04) [287 views, 3 likes]
Vue vs React vs Svelte (2026) - Which One Is BEST?
https://www.youtube.com/watch?v=41HXdxGekZ0
*YouTube video about react vs svelte 2026*
**Total: Reddit=4, X=9, YouTube=10, HN=0, Web=0**
### HN - React vs Svelte 2026
#### Reddit Discussions
**R2** (score:66) r/eact (2026-02-10) [0 pts, 0 comments]
What do you guys think about comparison between React vs Svelte?
https://www.reddit.com/r/react/comments/1r1fku5/what_do_you_guys_think_about_comparison_between/
*Explicit React vs Svelte comparison discussion (mentions Svelte 5 runes vs React hooks).*
**R1** (score:60) r/webdev (2026-02-02) [0 pts, 0 comments]
Migrated our startup from React to Svelte 5 - Performance gains and lessons learned
https://www.reddit.com/r/webdev/comments/1qu4dek/migrated_our_startup_from_react_to_svelte_5/
*Direct migration story from React to Svelte 5 with concrete perf/dev-ex tradeoffs; very relevant to 2026 comparisons.*
**R4** (score:46) r/sveltejs (None) [0 pts, 0 comments]
When to choose React over Svelte
https://www.reddit.com/r/sveltejs/comments/1jeknib/when_to_choose_react_over_svelte/
*Decision-oriented thread explicitly contrasting when React vs Svelte makes sense (ecosystem/jobs/productivity).*
#### X/Twitter Posts
**X4** (score:76) @FabianHiller (2026-02-13) [61 likes, 2 rp]
TypeScript is the baseline in 2026. But most forms still fight type drift between API, schema & UI.
@formisch_dev + @valibot = one source of truth,
https://x.com/FabianHiller/status/2022345388603080834
**
**X3** (score:57) @ConsciousRide (2026-02-15) [6 likes, 0 rp]
Popular JavaScript Frameworks / Frontend Libraries (2025–2026 trends)
- React: 🇺🇸 United States
- Vue: 🇨🇳 China (created by Evan You)
- Angu
https://x.com/ConsciousRide/status/2023050160520278501
**
**X11** (score:53) @singhprateek_25 (2026-02-07) [6 likes, 1 rp]
Requirements for a fresher in 2026:
Python, JavaScript, C, C++, Java, HTML, CSS, TypeScript, React, Next.js, Vue, Angular, Svelte, Node.js, Express,
https://x.com/singhprateek_25/status/2020094806735700154
**
**X1** (score:52) @cityjsconf (2026-02-20) [0 likes, 1 rp]
Ripple: The Good Parts of React, Svelte, and Solid
Frameworks rise and fall — and in 2026 we’re deep in late-stage React. What’s next? Join @erikras
https://x.com/cityjsconf/status/2024908272646398229
**
**X2** (score:52) @dennydotio (2026-02-18) [1 likes, 0 rp]
Prediction: 2026 marks the death of the JS frameworks. React, Svelte, Astro etc... only exist because humans need organized code to stay sane.
Once
https://x.com/dennydotio/status/2024195986890109320
**
**X5** (score:52) @AzamCodes (2026-02-13) [2 likes, 0 rp]
Web developers, what stack are you using in 2026?
React? Vue? Svelte? Vanilla? Curious what’s actually winning.
https://x.com/AzamCodes/status/2022298287236383010
**
**X8** (score:52) @QiitaTrend (2026-02-11) [0 likes, 0 rp]
[2026/02/11 18:00] トレンド1位
【WebF】React/Vue/Svelteがそのままネイティブアプリになるよ by rana_kualu https://t.co/GiAnTHpOBB
https://x.com/QiitaTrend/status/2021509592489025785
**
**X10** (score:50) @nicobaogim (2026-02-09) [0 likes, 0 rp]
@babakfpk In 2026, picking React for a new project only really makes sense if you value ecosystem maturity, are following existing team habits, or nee
https://x.com/nicobaogim/status/2020689628282667407
**
**X12** (score:49) @Chubbi_Stephen (2026-02-07) [0 likes, 0 rp]
2026 framework discourse:
Dev 1: "React is bloated, use Svelte"
Dev 2: "Svelte has no ecosystem, use Vue"
Dev 3: "Vue is dying, use Solid"
Dev 4: "Ju
https://x.com/Chubbi_Stephen/status/2020087839648800853
**
#### YouTube Videos
**yl0YWA2K2B0** (score:61, rel:0.70) Fireship (2025-10-17) [699597 views, 22894 likes]
React wants to win you back…
https://www.youtube.com/watch?v=yl0YWA2K2B0
*YouTube video about react vs svelte 2026*
Transcript: Last week, I got to participate in my favorite activity of the year. No, it wasn't watching all the overleveraged crypto...
**MnpuK0MK4yo** (score:61, rel:0.70) Beyond Fireship (2023-06-30) [697142 views, 25490 likes]
React VS Svelte...10 Examples
https://www.youtube.com/watch?v=MnpuK0MK4yo
*YouTube video about react vs svelte 2026*
Transcript: any reasonable developer in today's world would learn react because it's the status quo and that's where the jobs are bu...
**aYyZUDFZTrM** (score:60, rel:0.70) Fireship (2024-10-24) [547836 views, 24456 likes]
JavaScript framework reinvents itself… Did "runes" just ruin Svelte?
https://www.youtube.com/watch?v=aYyZUDFZTrM
*YouTube video about react vs svelte 2026*
Transcript: about a year ago I made a tweet that said the dollar sign in spelt is the most powerful abstraction in modern front-end ...
**fn_uSZW5psM** (score:52, rel:0.70) CodeSource (2025-05-14) [57784 views, 2120 likes]
The Untold Story of Svelte
https://www.youtube.com/watch?v=fn_uSZW5psM
*YouTube video about react vs svelte 2026*
**IpJh0VEzMRo** (score:49, rel:0.70) Ben Davis (2025-10-12) [24631 views, 1043 likes]
I Was Wrong About Svelte...
https://www.youtube.com/watch?v=IpJh0VEzMRo
*YouTube video about react vs svelte 2026*
**1cGtYEXGm8c** (score:48, rel:0.70) Ben Davis (2026-01-06) [16899 views, 793 likes]
This is THE Framework You Should be Using in 2026
https://www.youtube.com/watch?v=1cGtYEXGm8c
*YouTube video about react vs svelte 2026*
**qwDp5pZA_TA** (score:47, rel:0.70) Code Hub (2026-02-08) [646 views, 31 likes]
The Front-end Frameworks Guide 2026: React vs Angular vs Vue vs Svelt vs Solid vs Astro
https://www.youtube.com/watch?v=qwDp5pZA_TA
*YouTube video about react vs svelte 2026*
**_vuVy21l2bU** (score:44, rel:0.70) Code Hub (2025-10-30) [6454 views, 204 likes]
React vs Svelte: The Brutal Honest Comparison EVER
https://www.youtube.com/watch?v=_vuVy21l2bU
*YouTube video about react vs svelte 2026*
**1BCsdaeYv0A** (score:40, rel:0.70) Daniel | Tech & Data (2023-11-26) [33905 views, 0 likes]
Svelte vs React in 2025 - Make the RIGHT Choice (Difference Explained)
https://www.youtube.com/watch?v=1BCsdaeYv0A
*YouTube video about react vs svelte 2026*
**41HXdxGekZ0** (score:31, rel:0.70) Paperclick (2025-10-04) [287 views, 3 likes]
Vue vs React vs Svelte (2026) - Which One Is BEST?
https://www.youtube.com/watch?v=41HXdxGekZ0
*YouTube video about react vs svelte 2026*
**Total: Reddit=3, X=9, YouTube=10, HN=0, Web=0**
### CROSS - React vs Svelte 2026
#### Reddit Discussions
**R2** (score:67) r/eact (2026-02-10) [0 pts, 0 comments]
What do you guys think about comparison between React vs Svelte?
https://www.reddit.com/r/react/comments/1r1fku5/what_do_you_guys_think_about_comparison_between/
*Explicit React vs Svelte comparison thread focusing on hooks/useEffect vs Svelte runes mental model.*
**R1** (score:61) r/webdev (2026-02-02) [0 pts, 0 comments]
Migrated our startup from React to Svelte 5 - Performance gains and lessons learned
https://www.reddit.com/r/webdev/comments/1qu4dek/migrated_our_startup_from_react_to_svelte_5/
*Direct React -> Svelte 5 migration discussion with practical comparison (DX, performance, ecosystem tradeoffs).*
**R6** (score:56) r/sveltejs (2026-02-02) [0 pts, 0 comments]
I am building a content-heavy, bilingual government portal with listings, profiles, documents, filters, and forms. Came from .NET & React. Wondering if svelte might be a good option for a project like this?
https://www.reddit.com/r/sveltejs/comments/1qtua45/i_am_building_a_contentheavy_bilingual_government/
*Evaluates Svelte vs React suitability for a real project with constraints (accessibility, SEO, forms).*
**R4** (score:54) r/sveltejs (2026-01-28) [0 pts, 0 comments]
Is Svelte easier than React?
https://www.reddit.com/r/sveltejs/comments/1qpdzx5/is_svelte_easier_than_react/
*Direct comparison thread about perceived simplicity of Svelte vs React (recent 2026 discussion).*
**R8** (score:52) r/sveltejs (2026-01-31) [0 pts, 0 comments]
When should i start learning Svelte ?
https://www.reddit.com/r/sveltejs/comments/1qr8xsm/when_should_i_start_learning_svelte/
*React vs Svelte learning/adoption discussion, including arguments about replacing React for performance issues.*
**R9** (score:49) r/sveltejs (2026-01-30) [0 pts, 0 comments]
How is going svelte?
https://www.reddit.com/r/sveltejs/comments/1qrdhba/how_is_going_svelte/
*General state-of-Svelte discussion with explicit mentions comparing to React and job-market pragmatism.*
#### X/Twitter Posts
**X4** (score:76) @FabianHiller (2026-02-13) [61 likes, 2 rp]
TypeScript is the baseline in 2026. But most forms still fight type drift between API, schema & UI.
@formisch_dev + @valibot = one source of truth,
https://x.com/FabianHiller/status/2022345388603080834
**
**X3** (score:57) @ConsciousRide (2026-02-15) [6 likes, 0 rp]
Popular JavaScript Frameworks / Frontend Libraries (2025–2026 trends)
- React: 🇺🇸 United States
- Vue: 🇨🇳 China (created by Evan You)
- Angu
https://x.com/ConsciousRide/status/2023050160520278501
**
**X11** (score:53) @singhprateek_25 (2026-02-07) [6 likes, 1 rp]
Requirements for a fresher in 2026:
Python, JavaScript, C, C++, Java, HTML, CSS, TypeScript, React, Next.js, Vue, Angular, Svelte, Node.js, Express,
https://x.com/singhprateek_25/status/2020094806735700154
**
**X1** (score:52) @cityjsconf (2026-02-20) [0 likes, 1 rp]
Ripple: The Good Parts of React, Svelte, and Solid
Frameworks rise and fall — and in 2026 we’re deep in late-stage React. What’s next? Join @erikras
https://x.com/cityjsconf/status/2024908272646398229
**
**X2** (score:52) @dennydotio (2026-02-18) [1 likes, 0 rp]
Prediction: 2026 marks the death of the JS frameworks. React, Svelte, Astro etc... only exist because humans need organized code to stay sane.
Once
https://x.com/dennydotio/status/2024195986890109320
**
**X5** (score:52) @AzamCodes (2026-02-13) [2 likes, 0 rp]
Web developers, what stack are you using in 2026?
React? Vue? Svelte? Vanilla? Curious what’s actually winning.
https://x.com/AzamCodes/status/2022298287236383010
**
**X8** (score:52) @QiitaTrend (2026-02-11) [0 likes, 0 rp]
[2026/02/11 18:00] トレンド1位
【WebF】React/Vue/Svelteがそのままネイティブアプリになるよ by rana_kualu https://t.co/GiAnTHpOBB
https://x.com/QiitaTrend/status/2021509592489025785
**
**X10** (score:50) @nicobaogim (2026-02-09) [0 likes, 0 rp]
@babakfpk In 2026, picking React for a new project only really makes sense if you value ecosystem maturity, are following existing team habits, or nee
https://x.com/nicobaogim/status/2020689628282667407
**
**X12** (score:49) @Chubbi_Stephen (2026-02-07) [0 likes, 0 rp]
2026 framework discourse:
Dev 1: "React is bloated, use Svelte"
Dev 2: "Svelte has no ecosystem, use Vue"
Dev 3: "Vue is dying, use Solid"
Dev 4: "Ju
https://x.com/Chubbi_Stephen/status/2020087839648800853
**
#### YouTube Videos
**MnpuK0MK4yo** (score:63, rel:0.75) Beyond Fireship (2023-06-30) [697142 views, 25490 likes]
React VS Svelte...10 Examples
https://www.youtube.com/watch?v=MnpuK0MK4yo
*YouTube: React VS Svelte...10 Examples*
Transcript: any reasonable developer in today's world would learn react because it's the status quo and that's where the jobs are bu...
**qwDp5pZA_TA** (score:49, rel:0.75) Code Hub (2026-02-08) [646 views, 31 likes]
The Front-end Frameworks Guide 2026: React vs Angular vs Vue vs Svelt vs Solid vs Astro
https://www.youtube.com/watch?v=qwDp5pZA_TA
*YouTube: The Front-end Frameworks Guide 2026: React vs Angular vs Vue*
**_vuVy21l2bU** (score:46, rel:0.75) Code Hub (2025-10-30) [6454 views, 204 likes]
React vs Svelte: The Brutal Honest Comparison EVER
https://www.youtube.com/watch?v=_vuVy21l2bU
*YouTube: React vs Svelte: The Brutal Honest Comparison EVER*
**41HXdxGekZ0** (score:45, rel:1.00) Paperclick (2025-10-04) [287 views, 3 likes]
Vue vs React vs Svelte (2026) - Which One Is BEST?
https://www.youtube.com/watch?v=41HXdxGekZ0
*YouTube: Vue vs React vs Svelte (2026) - Which One Is BEST?*
**1BCsdaeYv0A** (score:42, rel:0.75) Daniel | Tech & Data (2023-11-26) [33905 views, 0 likes]
Svelte vs React in 2025 - Make the RIGHT Choice (Difference Explained)
https://www.youtube.com/watch?v=1BCsdaeYv0A
*YouTube: Svelte vs React in 2025 - Make the RIGHT Choice (Difference *
**yl0YWA2K2B0** (score:40, rel:0.25) Fireship (2025-10-17) [699597 views, 22894 likes]
React wants to win you back…
https://www.youtube.com/watch?v=yl0YWA2K2B0
*YouTube: React wants to win you back…*
Transcript: Last week, I got to participate in my favorite activity of the year. No, it wasn't watching all the overleveraged crypto...
**aYyZUDFZTrM** (score:40, rel:0.25) Fireship (2024-10-24) [547836 views, 24456 likes]
JavaScript framework reinvents itself… Did "runes" just ruin Svelte?
https://www.youtube.com/watch?v=aYyZUDFZTrM
*YouTube: JavaScript framework reinvents itself… Did "runes" just ruin*
Transcript: about a year ago I made a tweet that said the dollar sign in spelt is the most powerful abstraction in modern front-end ...
**fn_uSZW5psM** (score:31, rel:0.25) CodeSource (2025-05-14) [57782 views, 2120 likes]
The Untold Story of Svelte
https://www.youtube.com/watch?v=fn_uSZW5psM
*YouTube: The Untold Story of Svelte*
**IpJh0VEzMRo** (score:29, rel:0.25) Ben Davis (2025-10-12) [24635 views, 1043 likes]
I Was Wrong About Svelte...
https://www.youtube.com/watch?v=IpJh0VEzMRo
*YouTube: I Was Wrong About Svelte...*
**1cGtYEXGm8c** (score:28, rel:0.25) Ben Davis (2026-01-06) [16899 views, 793 likes]
This is THE Framework You Should be Using in 2026
https://www.youtube.com/watch?v=1cGtYEXGm8c
*YouTube: This is THE Framework You Should be Using in 2026*
**Total: Reddit=6, X=9, YouTube=10, HN=0, Web=0**
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