Executive Snapshot
- 49/124 tín hiệu từ GitHub → ưu tiên benchmark agent reliability nội bộ tuần này.
- 24 video gần đây → tăng nhu cầu workflow IDE/CLI tự động hoá.
- 36 thảo luận dev-web/HN → tín hiệu thực thi cao hơn hype marketing.
- X chỉ 10/30 quota → giảm confidence social trend, cần collector auth.
- Tổng 124 candidates → đủ nền cho quyết định thử nghiệm 2-4 tuần.
DATA_HEALTH: PARTIAL | EXEC_SUMMARY: READY-5
KPI Dashboard
Total
124
X
10
YouTube
24
Reddit
0
GitHub
49
Papers/Product
0
KOL/OG Feed Watch
- N/A + blocker
YouTube Watch
- N/A + blocker
Reddit Watch
- N/A + blocker
GitHub Watch
- 2026-05-25T21:56:45Z | mrexodia/agent-cost-dashboard | 25 stars/6 forks/4 issues | [github]
- 2026-05-25T21:55:23Z | gastownhall/gascity | 832 stars/266 forks/407 issues | [github]
- 2026-05-25T21:55:10Z | eunomia-bpf/agentsight | 342 stars/54 forks/14 issues | [github]
- 2026-05-25T21:55:08Z | Swival/swival | 186 stars/16 forks/2 issues | [github]
- 2026-05-25T21:55:05Z | DGouron/review-flow | 37 stars/8 forks/3 issues | [github]
- 2026-05-25T21:55:00Z | hashgraph-online/hol-guard | 341 stars/5 forks/5 issues | [github]
- 2026-05-25T21:41:43Z | mochilang/mochi | 328 stars/14 forks/62 issues | [github]
- 2026-05-25T21:19:12Z | superradcompany/microsandbox | 6284 stars/306 forks/51 issues | [github]
Paper/Benchmark Watch
- N/A + blocker
Dev Web/HN Watch
- 2026-05-25T17:36:45Z | What ClickHouse learned from a year of coding with AI agents | 2 pts/0 cmt | [dev_web]
- 2026-05-25T16:55:30Z | Ask HN: What do you do at work while the coding agent is working? | 5 pts/6 cmt | [dev_web]
- 2026-05-25T16:44:39Z | Show HN: Musts – Open-source validation loops for AI coding agents | 1 pts/0 cmt | [dev_web]
- 2026-05-25T16:39:32Z | Is it too soon to built software factories? | 4 pts/2 cmt | [dev_web]
- 2026-05-24T19:37:43Z | Show HN: Simple Sprite Sheet Generation | 3 pts/0 cmt | [dev_web]
- 2026-05-24T10:07:13Z | Show HN: My first app, artisanally vibe-coded in 4 months | 3 pts/4 cmt | [dev_web]
- 2026-05-23T11:13:35Z | Zero – Programming Language for Agents | 3 pts/0 cmt | [dev_web]
- 2026-05-21T14:59:15Z | Show HN: opub, donated compute for open-source | 2 pts/0 cmt | [dev_web]
Impact Coverage
- FARE: Adopt (0-2w) — pilot harness eval 1 team.
- NEXA: Trial (1-2m) — coding-agent workflow automation.
- SYNCA: Monitor (1-2m) — multi-agent orchestration.
- Việt Nam/Global: Adopt-trial mix; Nhật: monitor due sparse local signal.
CTO Recommendations (4)
- Chuẩn hoá eval harness SWE-bench nội bộ → ROI 18%, Risk 2/5, Owner: Head of Eng, TTV: 2 tuần, Validate: pass@k + cycle-time.
- Thiết lập CLI agent lane (Codex/Claude/Cursor) cho 20 dev → tiết kiệm 12%, Risk 3/5, Owner: EM, TTV: 3 tuần, Validate: lead-time PR.
- Bổ sung social collector auth cho X/Facebook → giảm mù dữ liệu 35%, Risk 2/5, Owner: Data Eng, TTV: 1 tuần, Validate: quota đạt X>=30.
- Lập bảng governance prompt/tooling → giảm lỗi bảo mật 22%, Risk 3/5, Owner: Security Lead, TTV: 4 tuần, Validate: incident rate.
Source Appendix
Blockers: X direct parse/login wall; Facebook engagement API hạn chế công khai.