1) Executive Snapshot
- 170 candidates scan; cited 30; confidence Medium.
- GitHub 150 repos matched queries; strongest momentum layer.
- HN 20 stories; Reddit/X/FB/YT blocked or unavailable in this run.
- Papers 20 arXiv entries (agentic coding keyword) captured.
- Quality gate fail at Social quota: 0/30 X,0/15 YT,0/15 Reddit.
Total candidates
170
Total cited
30
Social fresh signals
5/20 req
Confidence
Medium-
2) KPI Dashboard
Coverage: HN=20, GitHub=150, Papers=20, Reddit=0(403), X=0(no API), YouTube=0(no API), Facebook=0(blocked).
3) KOL/OG Feed Watch (partial)
| Platform | Item | Metric | URL | Why |
|---|---|---|---|---|
| HN | AI coding agent stories (latest set) | 20 stories | https://hn.algolia.com/api | Dev discourse proxy |
| GitHub | Repo momentum clusters | 150 repo hits | https://api.github.com/search/repositories | Build/adoption signal |
| N/A | 403 blocked | https://www.reddit.com/search.json | Confidence down | |
| X | N/A | No authenticated API in run | https://x.com | Confidence down |
| YouTube | N/A | No API key/feed mapping | https://youtube.com | Confidence down |
4-10) Radar/Repo/Paper/Product/Impact/CTO Recs/Appendix
Adopt now: GitHub-based repo watch automation. Trial: release-note delta scorer. Monitor: social APIs restoration.
- Action: Auto repo watch top 50 weekly. ROI 8-12% eng scouting time. Risk 2/5. Owner DevEx. TTV 1w. Validate by alert precision.
- Action: Paper→benchmark relevance filter. ROI 5-8%. Risk 2/5. Owner AI Eng. TTV 2w. Validate by accepted experiments/month.
- Action: Social ingestion hardening (X/Reddit/YT connectors). ROI 12-18% faster signal lead. Risk 3/5. Owner Data Platform. TTV 2-4w. Validate by quota-pass rate.
Impact map: FARE,NEXA,Global (Now/Next/Later covered).