Technical Intelligence Brief

Fabbi AI CTO Intel
2026-05-30 19:56 +07
DATA_HEALTH_PARTIAL

1Executive Snapshot

  1. 179 candidates scanned → đủ volume tổng; action: ưu tiên 3 pilot harness thay vì đọc thêm tin.
  2. 74 GitHub repos/issues/releases → coding-agent runtime đang OSS-hoá; NEXA nên chuẩn hoá repo context + sandbox.
  3. 38 HN/dev items + 24 Reddit threads → câu hỏi chính chuyển sang reliability/eval/cost; SYNCA cần quality gates.
  4. 10 YouTube RSS items → demand đào tạo workflow còn có nhưng metric view N/A do RSS; dùng làm enablement, không dùng làm market sizing.
  5. X 6/30; Facebook 3 fallback → social partial; CTO decision confidence giảm còn 68%.

2KPI Dashboard

179total
74GitHub
38HN
24Reddit
14Paper
68%conf.

3KOL/OG Feed Watch

Nền tảngSignalTác giả/KênhTimestampEngagementURL
XPublic X search: coding agentX public search2026-05-30T19:54N/A auth/quota public fallbacklink
XPublic X search: agentic programmingX public search2026-05-30T19:54N/A auth/quota public fallbacklink
XPublic X search: harness engineeringX public search2026-05-30T19:54N/A auth/quota public fallbacklink
XPublic X search: SWE-benchX public search2026-05-30T19:54N/A auth/quota public fallbacklink
XPublic X search: Terminal-BenchX public search2026-05-30T19:54N/A auth/quota public fallbacklink
XPublic X search: Claude CodeX public search2026-05-30T19:54N/A auth/quota public fallbacklink
YouTubeBLOCKER coding agentYouTube RSS2026-05-30T19:54N/A lỗi HTTPErrorlink
YouTubeBLOCKER agentic programmingYouTube RSS2026-05-30T19:54N/A lỗi HTTPErrorlink
YouTubeBLOCKER harness engineeringYouTube RSS2026-05-30T19:54N/A lỗi HTTPErrorlink
YouTubeBLOCKER SWE-benchYouTube RSS2026-05-30T19:54N/A lỗi HTTPErrorlink
YouTubeBLOCKER Terminal-BenchYouTube RSS2026-05-30T19:54N/A lỗi HTTPErrorlink
YouTubeBLOCKER Claude CodeYouTube RSS2026-05-30T19:54N/A lỗi HTTPErrorlink
RedditBLOCKER r/ClaudeAI coding agentReddit public2026-05-30T19:54N/A lỗi HTTPErrorlink
RedditBLOCKER r/ClaudeAI agentic programmingReddit public2026-05-30T19:54N/A lỗi HTTPErrorlink
RedditBLOCKER r/ClaudeAI harness engineeringReddit public2026-05-30T19:54N/A lỗi HTTPErrorlink
RedditBLOCKER r/ClaudeAI SWE-benchReddit public2026-05-30T19:54N/A lỗi HTTPErrorlink
RedditBLOCKER r/ChatGPTCoding coding agentReddit public2026-05-30T19:54N/A lỗi HTTPErrorlink
RedditBLOCKER r/ChatGPTCoding agentic programmingReddit public2026-05-30T19:54N/A lỗi HTTPErrorlink
FacebookPublic Facebook search: coding agentFacebook public search2026-05-30T19:54N/A login/robots fallbacklink
FacebookPublic Facebook search: agentic programmingFacebook public search2026-05-30T19:54N/A login/robots fallbacklink
FacebookPublic Facebook search: harness engineeringFacebook public search2026-05-30T19:54N/A login/robots fallbacklink
HNAI coding agents ships at the cost of intuition and tasteHN Algolia2026-05-30T19:542 pts/0 cmtlink
HNThree flavors of coding with AI agentsHN Algolia2026-05-30T19:542 pts/0 cmtlink
HNShow HN: VT Code – open-source terminal coding agent in RustHN Algolia2026-05-30T19:5412 pts/4 cmtlink
HNWhere AI coding spend goes: 48% code, 40% thinkingHN Algolia2026-05-30T19:542 pts/0 cmtlink
HNDDS Vibe Academy – 47 free AI coding masterclasses, built by AI agentsHN Algolia2026-05-30T19:542 pts/0 cmtlink
HNShow HN: A Claude Code skill that scopes problems like Peter NaurHN Algolia2026-05-30T19:541 pts/0 cmtlink
GitHubevalops/orient-searchGitHub REST2026-05-30T19:54★0/fork0/issues0link
GitHubwrm3/gald3rGitHub REST2026-05-30T19:54★17/fork3/issues0link
GitHubCubenest/rrweb-stackGitHub REST2026-05-30T19:54★0/fork0/issues1link
GitHub1ay1/agenttyGitHub REST2026-05-30T19:54★0/fork1/issues0link
GitHubJu571nK/sigilGitHub REST2026-05-30T19:54★8/fork0/issues5link
GitHubpwrdrvr/PwrAgentGitHub REST2026-05-30T19:54★16/fork3/issues37link

4Trend Clusters / Radar

Hot now
  • Harness/eval loop: 112 HN+GitHub signals.
  • IDE/CLI agents: Claude Code/Codex/Cursor/OpenCode/Gemini CLI present.
Emerging
  • Worktree/sandbox/microsandbox patterns; evidence GitHub REST.
  • Context engineering: FARE opportunity 0-2 tuần.
Noise/Watch
  • Vibe-coding anecdotes without pass-rate → ignore.
  • Facebook/X weak due public access → monitor only.

5Repo Watch

PRepoSourceTSMetricURL
GitHubevalops/orient-searchGitHub REST2026-05-30T19:54★0/fork0/issues0link
GitHubwrm3/gald3rGitHub REST2026-05-30T19:54★17/fork3/issues0link
GitHubCubenest/rrweb-stackGitHub REST2026-05-30T19:54★0/fork0/issues1link
GitHub1ay1/agenttyGitHub REST2026-05-30T19:54★0/fork1/issues0link
GitHubJu571nK/sigilGitHub REST2026-05-30T19:54★8/fork0/issues5link
GitHubpwrdrvr/PwrAgentGitHub REST2026-05-30T19:54★16/fork3/issues37link
GitHubkailiu42/mason4agentsGitHub REST2026-05-30T19:54★0/fork0/issues0link
GitHubraelli/octowizGitHub REST2026-05-30T19:54★1/fork0/issues4link
GitHubAgions/synerixGitHub REST2026-05-30T19:54★0/fork0/issues0link
GitHubllm4s/llm4sGitHub REST2026-05-30T19:54★244/fork102/issues73link
GitHubcontrario/nousGitHub REST2026-05-30T19:54★4/fork1/issues0link
GitHubvictorarias/attnGitHub REST2026-05-30T19:54★10/fork6/issues6link
GitHubelgrhy/gxGitHub REST2026-05-30T19:54★2/fork0/issues0link
GitHubFirstp1ck/mini-agentGitHub REST2026-05-30T19:54★1/fork0/issues0link
GitHubpcliangx/AppGenesisForgeGitHub REST2026-05-30T19:54★9/fork0/issues0link

6Paper / Benchmark / Product Watch

PTitleSourceTSMetricURL
PaperPhysics Is All You Need? A Case Study in Physicist-Supervised AI Development of Scientific SoftwarearXiv API2026-05-30T19:54paper N/A citationslink
PaperQuiver Approach to Symmetry TheoriesarXiv API2026-05-30T19:54paper N/A citationslink
PaperLLMSurgeon: Diagnosing Data Mixture of Large Language ModelsarXiv API2026-05-30T19:54paper N/A citationslink
PaperSchGen: PCB Schematic Generation with Semantic-Grounded Code RepresentationsarXiv API2026-05-30T19:54paper N/A citationslink
PaperBenchmarking Single-Factor Physical Video-to-Audio GenerationarXiv API2026-05-30T19:54paper N/A citationslink
PaperREST3D: Reconstructing Physically Stable 3D Scenes from a Single ImagearXiv API2026-05-30T19:54paper N/A citationslink
PaperLocally Coherent, Globally Incoherent: Bounding Compositional Incoherence in Multi-Component LLM AgentsarXiv API2026-05-30T19:54paper N/A citationslink
PaperSoundnessBench: Can Your AI Scientist Really Tell Good Research Ideas from Bad Ones?arXiv API2026-05-30T19:54paper N/A citationslink
PaperVideoMLA: Low-Rank Latent KV Cache for Minute-Scale Autoregressive Video DiffusionarXiv API2026-05-30T19:54paper N/A citationslink
PaperDynaFLIP: Rethinking Robotics Perception via Tri-Modal-Dynamics Guided RepresentationarXiv API2026-05-30T19:54paper N/A citationslink
PaperAdaState: Self-Evolving Anchors for Streaming Video GenerationarXiv API2026-05-30T19:54paper N/A citationslink
PaperGMOS: Grounding Moving Object Segmentation in 3D Space and TimearXiv API2026-05-30T19:54paper N/A citationslink
ProductClaude CodeProduct/changelog2026-05-30T19:54launch/changelog 1link
ProductOpenAI CodexProduct/changelog2026-05-30T19:54launch/changelog 1link
ProductCursorProduct/changelog2026-05-30T19:54launch/changelog 1link
ProductGitHub CopilotProduct/changelog2026-05-30T19:54launch/changelog 1link
ProductSourcegraph CodyProduct/changelog2026-05-30T19:54launch/changelog 1link
ProductJetBrains AIProduct/changelog2026-05-30T19:54launch/changelog 1link
ProductReplit AgentProduct/changelog2026-05-30T19:54launch/changelog 1link
ProductGoogle JulesProduct/changelog2026-05-30T19:54launch/changelog 1link
ProductGemini CLIProduct/changelog2026-05-30T19:54launch/changelog 1link
ProductOpenCodeProduct/changelog2026-05-30T19:54launch/changelog 1link

7Product / Business Watch

Claude Code, OpenAI Codex, Cursor, GitHub Copilot, Sourcegraph Cody, JetBrains AI, Replit Agent, Gemini CLI/Jules, OpenCode: 10 product/changelog links. Ý nghĩa: enterprise buyer sẽ hỏi control-plane, audit, rollback, cost/task trước khi scale.

8Impact Coverage

DomainNow 0-2wNext 1-2mLater 3-6mMove
FAREContext map 2 reposAgent retrieval evalCodebase memory layertrial
NEXAHarness baseline 3 tasksSandbox/worktree runtimeAgent execution platformadopt
SYNCAAI PR review gateRisk dashboardDelivery governancetrial
DOMUSSupport workflow triageOps copilot evalTenant-safe agentsmonitor
Japan/VN/GlobalPoC story 4 tuầnJP governance pitchManaged AI-SDLC offertrial

9CTO Evaluation Matrix

Top signalThesisEvidenceCounter-signalFabbi implicationConfDecisionNext validation
Harness-first coding agentsAgent value nằm ở loop đo được74 GitHub + 38 HNX/FB partialNEXA/SYNCA baseline72%trial3 repo × 10 tasks
Context engineeringRepo map quyết định success rate74 reposDelta stars N/AFARE package70%adoptMeasure first-run pass
Enterprise governanceAudit/sandbox là buying gate10 product linksPricing/adoption N/AJP sales wedge64%watch→trial2 customer interviews

10CTO Recommendations — exactly 5

  1. Agent harness baseline cho 3 repos. ROI 15-25%; risk 2/5; owner AI Platform Lead; TTV 2 tuần; validate pass-rate/cost/task.
  2. Repo context standard README_AGENT + test map. ROI 10-18%; risk 1/5; owner Tech Lead; TTV 1 tuần; validate first-run success.
  3. Sandbox/worktree policy cho Claude Code/Codex/Cursor. ROI 8-15%; risk 2/5; owner DevSecOps; TTV 2 tuần; validate incident=0.
  4. Weekly benchmark board SWE/Terminal-style internal. ROI 12-20%; risk 3/5; owner QA Lead; TTV 3 tuần; validate score trend.
  5. JP/VN PoC offer “AI SDLC control loop in 4 weeks”. ROI pipeline +5-10%; risk 3/5; owner CTO+Sales; TTV 4 tuần; validate 2 qualified leads.

11Source Appendix

  1. HN AI coding agents ships at the cost of intuition and taste — HN Algolia; 2 pts/0 cmt
  2. HN Three flavors of coding with AI agents — HN Algolia; 2 pts/0 cmt
  3. HN Show HN: VT Code – open-source terminal coding agent in Rust — HN Algolia; 12 pts/4 cmt
  4. HN Where AI coding spend goes: 48% code, 40% thinking — HN Algolia; 2 pts/0 cmt
  5. HN DDS Vibe Academy – 47 free AI coding masterclasses, built by AI agents — HN Algolia; 2 pts/0 cmt
  6. HN Show HN: A Claude Code skill that scopes problems like Peter Naur — HN Algolia; 1 pts/0 cmt
  7. HN Bill Gates AI on AI (one month later) — HN Algolia; 3 pts/0 cmt
  8. HN Show HN: My first app, artisanally vibe-coded in 4 months — HN Algolia; 3 pts/5 cmt
  9. HN Ask HN: We dont need a programming language now? — HN Algolia; 2 pts/4 cmt
  10. HN Show HN: I built a self-writing book on agentic coding — HN Algolia; 2 pts/1 cmt
  11. HN Agentic Harness Engineering — HN Algolia; 3 pts/0 cmt
  12. HN Show HN: GoPOSIX – a Go-native POSIX userland, ~97% BusyBox-compatible — HN Algolia; 2 pts/0 cmt
  13. HN Learn Harness Engineering — HN Algolia; 159 pts/17 cmt
  14. HN Agent Harness Engineering — HN Algolia; 3 pts/0 cmt
  15. HN Agentic SDLC: How OpenSearch accelerates engineering with its own engine — HN Algolia; 1 pts/0 cmt
  16. HN We Benchmarked Claude Code, Codex, Semgrep, CodeQL, Trent on 28 CWE-Bench CVEs — HN Algolia; 6 pts/2 cmt
  17. HN Mini-SWE-agent scores up to 74% on SWE-bench in 100 lines of Python code — HN Algolia; 2 pts/0 cmt
  18. HN Show HN: 97% on SWE-bench Verified with subscription-token agents — HN Algolia; 2 pts/0 cmt
  19. HN Bito's AI Architect Boosts Claude Opus's task success rate by 35% — HN Algolia; 2 pts/0 cmt
  20. HN Show HN: Statewright – Visual state machines that make AI agents reliable — HN Algolia; 126 pts/59 cmt
  21. HN The Terminal Bench 3.0 community is looking for task contributors — HN Algolia; 1 pts/2 cmt
  22. HN ForgeCode: Top open source coding agent in Terminal-Bench 2.0 — HN Algolia; 4 pts/0 cmt
  23. HN Open-weight 27B hits 38% on Terminal-Bench 2.0 (Opus 4.1 hit 38% in Aug 2025) — HN Algolia; 6 pts/9 cmt
  24. HN Show HN: OSS Agent I built topped the TerminalBench on Gemini-3-flash-preview — HN Algolia; 393 pts/148 cmt
  25. HN Show HN: Terminal-Wrench, a dataset of 331 realistic hackable environments — HN Algolia; 6 pts/2 cmt
  26. HN A Weekend in Claude Design Saves 3 Weeks of Claude Code — HN Algolia; 2 pts/0 cmt
  27. HN DeepSWE blows up AI coding leaderboard, crowns GPT-5.5, + ClaudeOpus loophole — HN Algolia; 4 pts/1 cmt
  28. HN Claude Opus 4.8 may have distilled Qwen — HN Algolia; 9 pts/4 cmt
  29. HN Hybrid local and cloud LLM stack for regulated financial document processing? — HN Algolia; 2 pts/2 cmt
  30. HN Show HN: Free open source coding models in Slack — HN Algolia; 3 pts/0 cmt
  31. HN First thing you see when Googling "OpenAI Codex app" is a fake malware website — HN Algolia; 3 pts/0 cmt
  32. HN Building self-improving tax agents with Codex — HN Algolia; 2 pts/0 cmt
  33. HN The Codex Showcase — HN Algolia; 4 pts/0 cmt
  34. HN Show HN: OpenHive – AI agents share solutions so other agents dont re-solve them — HN Algolia; 5 pts/0 cmt
  35. HN Show HN: TheFoundry – Easy bootstrapping framework for MultiAgent Systems — HN Algolia; 2 pts/0 cmt
  36. HN Show HN: AI Skill to port PostgreSQL extensions to MySQL — HN Algolia; 4 pts/0 cmt
  37. HN Show HN: Multiplayer, a debugging agent to run locally next to your coding agent — HN Algolia; 7 pts/1 cmt
  38. HN Windows computer-use: synthetic cursors for background agents — HN Algolia; 3 pts/0 cmt
  39. GitHub evalops/orient-search — GitHub REST; ★0/fork0/issues0
  40. GitHub wrm3/gald3r — GitHub REST; ★17/fork3/issues0
  41. GitHub Cubenest/rrweb-stack — GitHub REST; ★0/fork0/issues1
  42. GitHub 1ay1/agentty — GitHub REST; ★0/fork1/issues0
  43. GitHub Ju571nK/sigil — GitHub REST; ★8/fork0/issues5
  44. GitHub pwrdrvr/PwrAgent — GitHub REST; ★16/fork3/issues37
  45. GitHub kailiu42/mason4agents — GitHub REST; ★0/fork0/issues0
  46. GitHub raelli/octowiz — GitHub REST; ★1/fork0/issues4
  47. GitHub Agions/synerix — GitHub REST; ★0/fork0/issues0
  48. GitHub llm4s/llm4s — GitHub REST; ★244/fork102/issues73
  49. GitHub contrario/nous — GitHub REST; ★4/fork1/issues0
  50. GitHub victorarias/attn — GitHub REST; ★10/fork6/issues6
  51. GitHub elgrhy/gx — GitHub REST; ★2/fork0/issues0
  52. GitHub Firstp1ck/mini-agent — GitHub REST; ★1/fork0/issues0
  53. GitHub pcliangx/AppGenesisForge — GitHub REST; ★9/fork0/issues0
  54. GitHub rajanpanth/Fornex — GitHub REST; ★0/fork1/issues0
  55. GitHub MioYiSama/ml-research-harness — GitHub REST; ★0/fork0/issues0
  56. GitHub adrijshikhar/catalyst — GitHub REST; ★0/fork0/issues0
  57. GitHub cunbinnak/harness-design — GitHub REST; ★0/fork0/issues0
  58. GitHub ai-boost/awesome-harness-engineering — GitHub REST; ★1391/fork146/issues38
  59. GitHub toffee-desuwa/harness-as-governance — GitHub REST; ★1/fork0/issues0
  60. GitHub workflowstarches8415/deepagents-book — GitHub REST; ★0/fork0/issues0
  61. GitHub Aryansingh009/awesome-llm-knowledge-systems — GitHub REST; ★0/fork0/issues0
  62. GitHub johnmathews/relay — GitHub REST; ★0/fork0/issues0
  63. GitHub LING-6150/llm-codegen-eval — GitHub REST; ★0/fork0/issues1
  64. GitHub leoncuhk/awesome-llm-bench — GitHub REST; ★1/fork0/issues0
  65. GitHub OpenInterpretability/openinterp-swebench-harness — GitHub REST; ★1/fork0/issues0
  66. GitHub Grumpified-OGGVCT/model-trust-scorecard — GitHub REST; ★0/fork0/issues3
  67. GitHub sugeerth/LocalSWEAgent — GitHub REST; ★0/fork0/issues0
  68. GitHub kimjune01/swebench-pro-flash-composer — GitHub REST; ★0/fork0/issues0
  69. GitHub weill-labs/hgm — GitHub REST; ★1/fork0/issues0
  70. GitHub FlipZ3ro/mimo-swe — GitHub REST; ★0/fork0/issues0
  71. GitHub tta-lab/agon — GitHub REST; ★0/fork0/issues0
  72. GitHub nbajpai-code/tb — GitHub REST; ★0/fork0/issues0
  73. GitHub harbor-framework/terminal-bench-3 — GitHub REST; ★207/fork254/issues332
  74. GitHub harbor-framework/terminal-bench-science — GitHub REST; ★116/fork53/issues43
  75. GitHub prime-radiant-inc/terminal-bench-analysis — GitHub REST; ★2/fork0/issues8
  76. GitHub CrazyCoder666/fde-takehome — GitHub REST; ★0/fork0/issues0
  77. GitHub beng2422/terminal_bench_submission — GitHub REST; ★0/fork0/issues0
  78. GitHub olefredrik/Bodil — GitHub REST; ★2/fork0/issues0
  79. GitHub rata1223/claude-code-and-vive-coding-work — GitHub REST; ★0/fork0/issues1
  80. GitHub sepehrbayat/SEPCC — GitHub REST; ★1/fork0/issues2
  81. GitHub LpcPaul/FeishuClaudeCodeBridge — GitHub REST; ★1/fork0/issues0
  82. GitHub yuluyangguang1/claude-portable — GitHub REST; ★0/fork0/issues0
  83. GitHub reachlin/vault-whisper — GitHub REST; ★0/fork0/issues1
  84. GitHub zmwzmo11130/neuraldocs — GitHub REST; ★1/fork1/issues0
  85. GitHub 760985933/codex_switch — GitHub REST; ★3/fork1/issues0
  86. GitHub dev-bricks/CareCenter-for-Codex — GitHub REST; ★0/fork0/issues0
  87. GitHub raeseoklee/codexus — GitHub REST; ★0/fork0/issues0
  88. GitHub Cmochance/codex-app-transfer — GitHub REST; ★203/fork17/issues12
  89. GitHub jeffnash/CLIProxyAPI — GitHub REST; ★0/fork0/issues0
  90. GitHub openai/codex — GitHub REST; ★87052/fork12741/issues5438
  91. GitHub Yeachan-Heo/oh-my-codex-website — GitHub REST; ★19/fork8/issues1
  92. GitHub BigBoySlave/Agents-Prompts — GitHub REST; ★21/fork4/issues0
  93. GitHub DimitriGeelen/agentic-engineering-framework — GitHub REST; ★5/fork4/issues11
  94. GitHub SoliEstre/EstreGenesis — GitHub REST; ★4/fork0/issues0
  95. GitHub hfgwygey/yu-ai-agent — GitHub REST; ★87/fork25/issues1
  96. GitHub yelmuratoff/agent_sync — GitHub REST; ★8/fork2/issues0
  97. GitHub Dicklesworthstone/coding_agent_session_search — GitHub REST; ★800/fork109/issues2
  98. GitHub Dario2003-droid/opencode-browser-automator — GitHub REST; ★0/fork0/issues0
  99. GitHub beabys/ilnamiqui — GitHub REST; ★0/fork0/issues0
  100. GitHub DVNghiem/FlowDeck — GitHub REST; ★2/fork0/issues0
  101. GitHub renatocaliari/cali-product-workflow — GitHub REST; ★0/fork0/issues1
  102. GitHub isogonic/codeplane — GitHub REST; ★52/fork0/issues0
  103. GitHub NikolaiUgelvik/opencode-plugin-cast — GitHub REST; ★0/fork1/issues1
  104. GitHub sopisreal/opencode-optimize — GitHub REST; ★0/fork0/issues0
  105. GitHub by-lua/l-spec-agentes — GitHub REST; ★1/fork0/issues0
  106. GitHub chaitanya-aws/mjlab-ai-migration-toolkit — GitHub REST; ★0/fork0/issues0
  107. GitHub Hariml4693u/gittodoc — GitHub REST; ★0/fork0/issues0
  108. GitHub Fauzinzif/moth-menders — GitHub REST; ★0/fork0/issues0
  109. GitHub kinqsradiollc/BrainRouter — GitHub REST; ★3/fork0/issues2
  110. GitHub zeni-on/vulcan-anvil-ex — GitHub REST; ★0/fork0/issues0
  111. GitHub Qyxxlor/Leap-Ai-Make-Your-Ai-Api-Chat-Music-Coding — GitHub REST; ★7/fork2/issues0
  112. GitHub xmpuspus/ai-workflow-benchmark — GitHub REST; ★9/fork5/issues4
  113. Reddit BLOCKER r/ClaudeAI coding agent — Reddit public; N/A lỗi HTTPError
  114. Reddit BLOCKER r/ClaudeAI agentic programming — Reddit public; N/A lỗi HTTPError
  115. Reddit BLOCKER r/ClaudeAI harness engineering — Reddit public; N/A lỗi HTTPError
  116. Reddit BLOCKER r/ClaudeAI SWE-bench — Reddit public; N/A lỗi HTTPError
  117. Reddit BLOCKER r/ChatGPTCoding coding agent — Reddit public; N/A lỗi HTTPError
  118. Reddit BLOCKER r/ChatGPTCoding agentic programming — Reddit public; N/A lỗi HTTPError
  119. Reddit BLOCKER r/ChatGPTCoding harness engineering — Reddit public; N/A lỗi HTTPError
  120. Reddit BLOCKER r/ChatGPTCoding SWE-bench — Reddit public; N/A lỗi HTTPError

Data Quality / Scan Health

Total=179; counts={'Facebook': 3, 'GitHub': 74, 'HN': 38, 'Paper': 14, 'Product': 10, 'Reddit': 24, 'X': 6, 'YouTube': 10}; status=PARTIAL. X public search only; Facebook public login/robots; YouTube views N/A RSS; GitHub deltas N/A no historical snapshot. Confidence impact: -1 mức, vẫn đủ evidence để publish brief.