educationeveryoneeducationloopsproduct1 min read · 7/26/2026, 8:42:46 AM
How DevAgentRadar’s LoopsOnLoops model works
Sense → judge → propose → decide. Why we are not another coding agent — and how to use the product in under 3 minutes a week.
How DevAgentRadar’s LoopsOnLoops model works
The job to be done
When coding assistants ship changes, I want a clear proposal for what I should do — not a firehose of changelogs.
The loop
- Sense — poll GitHub Releases + official changelogs across the category
- Judge — rank, tag, dedupe; demote scrape noise
- Propose — concrete improvement actions for developers and teams
- Decide — you approve, defer, or ignore
What we refuse to be
- Another Cursor / Claude Code / Copilot
- An autonomous production changer
- A scrapyard of every vendor marketing page
Weekly habit (3 minutes)
- Open /
- Review open /proposals
- Click source links to verify
- Approve what you will try; ignore the rest
Evidence standard
Public digests should always include:
- counts (assistants, signals, trusted source mix)
- linked primary sources
- explicit “what to ignore”
Was this guidance useful?
Anonymous · one vote per visitor · re-click to clear. Helps improve digests—not a product ranking.