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Guidance/How DevAgentRadar’s LoopsOnLoops model works
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

  1. Sense — poll GitHub Releases + official changelogs across the category
  2. Judge — rank, tag, dedupe; demote scrape noise
  3. Propose — concrete improvement actions for developers and teams
  4. 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)

  1. Open /
  2. Review open /proposals
  3. Click source links to verify
  4. 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”
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Anonymous · one vote per visitor · re-click to clear. Helps improve digests—not a product ranking.