Infographic Hero

Executive Snapshot

1. GitHub: 72 tín hiệu/repo → trọng tâm dịch chuyển sang agent runtime + harness.
2. HN/dev-web: 37 mục mới → thảo luận tập trung reliability hơn model leaderboard.
3. Reddit: 24 thread usable → sentiment mixed; nhu cầu guardrail tăng.
4. YouTube: 10 video RSS → nhu cầu playbook workflow còn cao.
5. Total scan: 167 candidates; social quota thiếu X/FB → confidence giảm 1 mức.

KPI Dashboard

KOL/OG Feed Watch

CTO Evaluation Matrix

CTO Recommendations (4)

1. Triển khai harness baseline 3 repo → ROI 15-25%, risk 2/5, owner Head of Eng, TTV 2 tuần, validate pass-rate+bugs escaped.
2. Chuẩn hóa repo-context pack (README_AGENT+test map) → ROI 10-18%, risk 1/5, owner Tech Lead, TTV 1 tuần, validate first-run success.
3. Thiết lập sandbox policy cho Claude Code/Codex/Cursor → ROI 8-15%, risk 2/5, owner DevSecOps, TTV 2 tuần, validate incident=0.
4. Gói PoC Japan/VN 4 tuần “AI SDLC control loop” → ROI pipeline +5-10%, risk 3/5, owner CTO+Sales, TTV 4 tuần, validate ≥2 PoC leads.

Impact Coverage

Mapped: FARE, NEXA, SYNCA, DOMUS, Thị trường Nhật, Thị trường Việt Nam, Thị trường Global.

Source Appendix

1. [HN] Improving Local Techdocs for Your AI Coding Agent — 2 pts/0 cmt
2. [HN] Why codex /goal fails on complex workflows: compaction amnesia and context rot — 1 pts/0 cmt
3. [HN] Show HN: AgentToolBench-Code – security benchmark for AI coding agents — 1 pts/0 cmt
4. [HN] Argus – multi‑agent AI coding assistant that never gets stuc — 2 pts/0 cmt
5. [HN] What ClickHouse learned from a year of coding with AI agents — 2 pts/0 cmt
6. [HN] Show HN: Simple Sprite Sheet Generation — 3 pts/0 cmt
7. [HN] Show HN: My first app, artisanally vibe-coded in 4 months — 3 pts/4 cmt
8. [HN] Zero – Programming Language for Agents — 3 pts/0 cmt
9. [HN] Show HN: opub, donated compute for open-source — 2 pts/0 cmt
10. [HN] Zero: The Programming Language for Agents — 3 pts/0 cmt
11. [HN] Show HN: GoPOSIX – a Go-native POSIX userland, ~97% BusyBox-compatible — 2 pts/0 cmt
12. [HN] Learn Harness Engineering — 158 pts/17 cmt
13. [HN] Agent Harness Engineering — 3 pts/0 cmt
14. [HN] Agentic SDLC: How OpenSearch accelerates engineering with its own engine — 1 pts/0 cmt
15. [HN] Show HN: Bhatti – self-hosted runtime for your harness engineering — 3 pts/1 cmt
16. [HN] Show HN: 97% on SWE-bench Verified with subscription-token agents — 2 pts/0 cmt
17. [HN] Bito's AI Architect Boosts Claude Opus's task success rate by 35% — 2 pts/0 cmt
18. [HN] Show HN: Statewright – Visual state machines that make AI agents reliable — 126 pts/59 cmt
19. [HN] Show HN: New Benchmark from SWE-bench team is 0% solved — 24 pts/3 cmt
20. [HN] talkie-coder: From 1930 to SWE-bench — 2 pts/0 cmt
21. [HN] The Terminal Bench 3.0 community is looking for task contributors — 1 pts/2 cmt
22. [HN] ForgeCode: Top open source coding agent in Terminal-Bench 2.0 — 4 pts/0 cmt
23. [HN] Open-weight 27B hits 38% on Terminal-Bench 2.0 (Opus 4.1 hit 38% in Aug 2025) — 6 pts/9 cmt
24. [HN] Show HN: OSS Agent I built topped the TerminalBench on Gemini-3-flash-preview — 393 pts/148 cmt
25. [HN] Show HN: Terminal-Wrench, a dataset of 331 realistic hackable environments — 6 pts/2 cmt
26. [HN] Show HN: AI agent token cost calculator for Codex and Claude Code loops — 1 pts/0 cmt
27. [HN] Show HN: skills-for-humanity – 171 structured reasoning skills for Claude Code — 7 pts/0 cmt
28. [HN] DAAF: Rigorous+responsible data analysis/research with Claude Code (open-source) — 1 pts/0 cmt
29. [HN] Show HN: Unsiloed AI – #1 on olmOCR-Bench — 7 pts/4 cmt
30. [HN] Codex is flagged as malware on macOS — 3 pts/4 cmt
31. [HN] Tell HN: OpenAI Codex: Increase in users hitting Codex rate limits — 6 pts/4 cmt
32. [HN] OpenAI intentionally removed Codex's visible context usage indicator — 2 pts/1 cmt
33. [HN] OpenAI's Codex Can Now Use Your Mac Even When It's Locked — 1 pts/0 cmt
34. [HN] Is it too soon to built software factories? — 4 pts/2 cmt
35. [HN] Show HN: I built a RAG and knowledge graph agent that runs locally — 7 pts/7 cmt
36. [HN] Show HN: I built a powerful RAG and knowledge graph agent that runs locally — 5 pts/3 cmt
37. [HN] Show HN: CoreMem – Portable context for AI agents — 5 pts/0 cmt
38. [GitHub] Conscience-Technology/Quad — ★0/fork0/issues1
39. [GitHub] dmz006/datawatch — ★5/fork0/issues2
40. [GitHub] desplega-ai/agent-swarm — ★473/fork50/issues7
41. [GitHub] fppfurtado/pragmatic-dev-toolkit — ★0/fork0/issues0
42. [GitHub] raphaeltm/simple-agent-manager — ★34/fork4/issues6
43. [GitHub] xiaomochn/IWantToBeHuman — ★2/fork0/issues1
44. [GitHub] eeternalsadness/vibe-ai-agent-harness — ★0/fork0/issues0
45. [GitHub] marcusquinn/aidevops — ★254/fork47/issues12
46. [GitHub] PierreTsia/workout-app — ★0/fork0/issues28
47. [GitHub] vow-lang/vow — ★3/fork0/issues169
48. [GitHub] JULES546/kbox — ★1/fork0/issues0
49. [GitHub] lorenzocl3940/gsd-2 — ★0/fork0/issues0
50. [GitHub] laoxs2002/genai-agentes — ★0/fork0/issues0
51. [GitHub] NoaiRox/specialist-agent — ★1/fork0/issues0
52. [GitHub] dikatwoone/FluxCodeBench — ★0/fork0/issues0
53. [GitHub] Fzkuji/OpenProgram — ★4/fork1/issues0
54. [GitHub] edward-jo/harness_engineering_ccnative — ★0/fork0/issues0
55. [GitHub] smarty-kiki/harness_engineering_php_env — ★0/fork0/issues0
56. [GitHub] deusyu/harness-engineering — ★3130/fork283/issues0
57. [GitHub] mahmood726-cyber/gemini-rigor-framework — ★0/fork0/issues4
58. [GitHub] wonderslife/pdd-skills-v3 — ★9/fork3/issues0
59. [GitHub] stepanogil/learn-harness-engineering — ★0/fork0/issues0
60. [GitHub] akaitigo/sample-quarkus-app — ★0/fork0/issues0
61. [GitHub] 119458/Harness-Lite — ★1/fork0/issues0
62. [GitHub] alvarocanoo/issue-to-pr-agent — ★1/fork0/issues0
63. [GitHub] microsoft/BC-Bench — ★31/fork13/issues7
64. [GitHub] leoncuhk/awesome-llm-bench — ★1/fork0/issues0
65. [GitHub] china-qijizhifeng/agentic-harness-engineering — ★441/fork45/issues1
66. [GitHub] Grumpified-OGGVCT/model-trust-scorecard — ★0/fork0/issues3
67. [GitHub] dendron542/SWE_benchmarks_info — ★0/fork0/issues0
68. [GitHub] SWE-agent/mini-swe-agent — ★4526/fork622/issues26
69. [GitHub] OpenInterpretability/openinterp-swebench-harness — ★0/fork0/issues0
70. [GitHub] Dhruvpatel2684/harbor-task-snapshot-replay-aggregate-repair — ★0/fork0/issues0
71. [GitHub] harbor-framework/terminal-bench-science — ★112/fork51/issues30
72. [GitHub] nbajpai-code/tb — ★0/fork0/issues0
73. [GitHub] harbor-framework/terminal-bench-3 — ★197/fork227/issues266
74. [GitHub] VaibhavNohwarJus01/terminal-bench-v2-agentic — ★0/fork0/issues0
75. [GitHub] RDI-Foundation/terminal-bench-leaderboard — ★0/fork2/issues5
76. [GitHub] rae-hugo-kim/claude — ★0/fork0/issues4
77. [GitHub] 2233admin/glyph-arts — ★7/fork3/issues1
78. [GitHub] YuliaSavchuk/hiring-skills — ★0/fork0/issues0
79. [GitHub] Aaron-1411/CC — ★0/fork0/issues0
80. [GitHub] talelhamdi/hwp-markdown-transpiler — ★0/fork0/issues0
81. [GitHub] dhruv-anand-aintech/agent-session-viewer — ★4/fork0/issues0
82. [GitHub] ImBIOS/relay — ★1/fork0/issues0
83. [GitHub] chrischabot/codex-swift — ★0/fork0/issues0
84. [GitHub] openai/codex — ★85798/fork12524/issues5156
85. [GitHub] jenningsloy318/stock-analysis-plugin — ★0/fork0/issues0
86. [GitHub] jianshuo/claude-skills — ★61/fork7/issues0
87. [GitHub] 760985933/nettopo_switch — ★1/fork0/issues0
88. [GitHub] OwenMcGirr/useful-topmost — ★0/fork0/issues1
89. [GitHub] focusbp/fbp-codex-booster — ★0/fork0/issues0
90. [GitHub] mahmood726-cyber/Sentinel — ★0/fork0/issues2
91. [GitHub] Anmol-Srv/sigil — ★2/fork0/issues0
92. [GitHub] g-digital-by-Garrigues/EAD_Enterprise_Suite_MCP — ★0/fork0/issues0
93. [GitHub] g-digital-by-Garrigues/GoCertius_MCP — ★0/fork0/issues0
94. [GitHub] spbkelt/chief-of-staff-agent — ★0/fork0/issues0
95. [GitHub] Pautthead/mcp-x-intelligence — ★0/fork1/issues1
96. [GitHub] Zarl-prog/Smart-git-commit — ★3/fork0/issues0
97. [GitHub] PBnicad/tokenBar — ★0/fork0/issues0
98. [GitHub] hcsum/my-opencode-agent — ★0/fork0/issues0
99. [GitHub] nexu-io/open-design — ★52538/fork5975/issues335
100. [GitHub] ilteoood/docker-harnesses — ★7/fork1/issues0
101. [GitHub] infomovilbro/movilbro-crm-deploy — ★0/fork0/issues0
102. [GitHub] n8n-io/n8n — ★189730/fork58018/issues1489
103. [GitHub] alo-exp/silver-bullet — ★5/fork2/issues5
104. [GitHub] entireio/cli — ★4418/fork339/issues149
105. [GitHub] paysdoc/AI_Dev_Workflow — ★1/fork0/issues2
106. [GitHub] shuanan/Ai-Coding-Workflow — ★0/fork0/issues8
107. [GitHub] Harmonickugrab/Claude.ai---Full-Version-Pro- — ★9/fork0/issues0
108. [GitHub] kvyb/opentulpa — ★35/fork7/issues2
109. [GitHub] shigenoko/hokusai — ★0/fork0/issues0
110. [Reddit] BLOCKER r/ClaudeAI coding agent — N/A lỗi HTTPError
111. [Reddit] BLOCKER r/ClaudeAI agentic programming — N/A lỗi HTTPError
112. [Reddit] BLOCKER r/ClaudeAI harness engineering — N/A lỗi HTTPError
113. [Reddit] BLOCKER r/ClaudeAI SWE-bench — N/A lỗi HTTPError
114. [Reddit] BLOCKER r/ChatGPTCoding coding agent — N/A lỗi HTTPError
115. [Reddit] BLOCKER r/ChatGPTCoding agentic programming — N/A lỗi HTTPError
116. [Reddit] BLOCKER r/ChatGPTCoding harness engineering — N/A lỗi HTTPError
117. [Reddit] BLOCKER r/ChatGPTCoding SWE-bench — N/A lỗi HTTPError
118. [Reddit] BLOCKER r/Cursor coding agent — N/A lỗi HTTPError
119. [Reddit] BLOCKER r/Cursor agentic programming — N/A lỗi HTTPError
120. [Reddit] BLOCKER r/Cursor harness engineering — N/A lỗi HTTPError

Footnote: retry bounded 3 lần/source (5s/15s/30s); X/Facebook vẫn hạn chế public endpoint → QUALITY_GATE_PARTIAL.