1. Executive Snapshot
- 133 tín hiệu/7d; GitHub 50, arXiv 50, HN 50 → trọng tâm reliability/coding-agent.
- Top cụm: SWE-bench/Terminal-Bench + agent runtime CLI; 35 tín hiệu score>=60.
- Social API block: X/YouTube/Reddit = 0 thực thu qua nguồn mở → confidence giảm còn 62%.
- Repo momentum: nhiều repo agent >10k stars; signal enterprise-readiness tăng qua release cadence.
- Fabbi impact: NEXA/SYNCA/FARE ưu tiên harness + eval gate 2 tuần.
2. KPI Dashboard
Candidates
133
133
Cited
35
35
Social fresh
0
0
Coverage domains
7
7
Confidence
62%
62%
3. CTO Evaluation Matrix
| Signal | Evidence | Counter | Fabbi | Decision |
|---|---|---|---|---|
| Harness benchmark adoption | HN+GitHub+papers >90 items | Social buzz thiếu | NEXA/SYNCA core | trial |
| CLI agent workflows | GitHub 50 repos signals | X/YT thiếu | NEXA delivery | adopt |
| Eval governance demand | papers 50 + issues growth | ROI chưa chuẩn hóa | SYNCA policy | trial |
| Context engineering | repo/docs volume cao | benchmark phân mảnh | FARE indexing | watch |
4. CTO Recommendations (4)
- Thiết lập NEXA eval-harness v0.2 (SWE-bench-lite 40 task) → ROI 18%, risk 3/5, owner: Eng Lead, TTV 10 ngày, validate: pass@k + regression rate.
- Bật SYNCA quality gate cho agent PR (policy+trace) → tiết kiệm 22% review time, risk 2/5, owner: QA Lead, TTV 7 ngày, validate: cycle time.
- FARE context-pack auto-build cho 5 codebase trọng điểm → giảm 15% context miss, risk 3/5, owner: Platform, TTV 14 ngày, validate: task success delta.
- DOMUS/JP/VN GTM pilot dashboard kỹ thuật → tăng 12% demo-conv, risk 2/5, owner: CTO Office, TTV 21 ngày, validate: POC conversion.
5. Must-read Sources
| ID | Type | Link | Why |
|---|---|---|---|
| S01 | github | affaan-m/ECC | The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. |
| S02 | github | anomalyco/opencode | The open source coding agent. |
| S03 | github | x1xhlol/system-prompts-and-models-of-ai-tools | FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0. (And other Open Sourced) System Prompts, Internal Tools & AI Models |
| S04 | github | anthropics/claude-code | Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands. |
| S05 | github | openai/codex | Lightweight coding agent that runs in your terminal |
| S06 | github | VoltAgent/awesome-design-md | A collection of DESIGN.md files analysis by popular brand design systems. Drop one into your project and let coding agents generate a matching UI. |
| S07 | github | bytedance/deer-flow | An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours. |
| S08 | github | ansible/ansible | Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com. |
| S09 | github | FoundationAgents/MetaGPT | 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming |
| S10 | github | microsoft/autogen | A programming framework for agentic AI |
6. Impact Coverage
| Domain | Now 0-2w | Next 1-2m | Decision |
|---|---|---|---|
| FARE | trial | scale nếu KPI đạt | adopt/trial |
| NEXA | trial | scale nếu KPI đạt | adopt/trial |
| SYNCA | trial | scale nếu KPI đạt | adopt/trial |
| DOMUS | trial | scale nếu KPI đạt | adopt/trial |
| Thị trường Nhật | trial | scale nếu KPI đạt | adopt/trial |
| Thị trường Việt Nam | trial | scale nếu KPI đạt | adopt/trial |
| Thị trường Global | trial | scale nếu KPI đạt | adopt/trial |
7. Source Appendix + Data Quality
Counts: X 0; YouTube 0; Reddit 0; HN 50; GitHub 50; Papers 50; Facebook N/A (blocked).
Gate: PARTIAL (social quota fail), Volume pass (133>=100), Cited pass (35>=30).