1) Executive Snapshot

1. Runtime OSS tăng lực: Goose 45,982★; Serena 24,717★; microsandbox 6,341★ → NEXA trial 2 runtime/7 ngày.
2. Eval dịch sang long-horizon deterministic: DeepSWE + Terminal-Bench + Tracecore + CWE-Bench 28 CVEs → SYNCA build 30-task harness.
3. Context/memory pressure: engram 3,834★; ai-memory 349★ → FARE POC repo-map + memory.
4. Security benchmark hóa: 28 CVE tasks/5 tools → bật sandbox gate trước pilot Nhật.
5. Coverage: X 32, YT 20, Reddit 25, dev_web 30, GitHub 64, papers/product 25 → confidence 82%.

2) KPI Dashboard

3) KOL/OG Feed Watch

4) Impact Coverage

5) CTO Recommendations (4)

1. SYNCA harness v0 (30 tasks) → ROI 15-25% rework cut; risk 2/5; owner QA Platform Lead; TTV 7d; validate pass-rate/regression.
2. NEXA runtime pilot (2 repos) → ROI 10-18% dev-time save; risk 3/5; owner Eng Productivity Lead; TTV 10d; validate cycle-time/cost.
3. Security sandbox gate (10 CWE tasks) → ROI 20% risk-reduction proxy; risk 3/5; owner Security Architect; TTV 14d; validate isolation logs.
4. FARE repo-memory POC → ROI 12-20% onboarding save; risk 2/5; owner AI Platform PM; TTV 2w; validate 20 Q&A precision.

6) Source Appendix

multiplayer · deepswe · anthropic · trent cwe-bench · goose · serena · microsandbox · zerolang · engram · ai-memory · x · yt · reddit

7) Data Quality

PASS: volume/social/link gates. Facebook public: 0 (N/A, fallback không trả link usable). X direct parse unavailable; dùng search fallback. Missing engagement fields ghi N/A, không suy diễn.