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Add Feedback Loop pattern#3

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lexler merged 1 commit into
lexler:mainfrom
nitsanavni:add-feedback-loop-pattern
Oct 10, 2025
Merged

Add Feedback Loop pattern#3
lexler merged 1 commit into
lexler:mainfrom
nitsanavni:add-feedback-loop-pattern

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Summary

Add new pattern: Feedback Loop - describes setting up automated feedback so AI can iterate autonomously toward a goal

Description

This pattern enables AI to check its own work and iterate independently by providing:

  1. Clear success signal (tests, devtools, CI logs, coverage)
  2. AI access to that signal
  3. Permission to iterate until goal is reached

Human steps away from tactical iteration and focuses on strategic direction.

Related to:

  • Playgrounds (safe experimentation)
  • Chain of Small Steps (incremental verification)

Examples

  • DevTools screenshots for UI bugs
  • Console logs for debugging assumptions
  • Test runner output for test failures
  • CI monitoring via gh CLI

Test plan

  • Build passes: cd website && npm run build
  • New pattern appears in the patterns list
  • Author metadata displays correctly

🤖 Generated with Claude Code

Describes setting up automated feedback signals so AI can iterate autonomously toward a goal. Human provides access to verification mechanism (tests, devtools, CI logs) and permission to iterate, then steps away while AI checks its own work.

Elevates human from tactical executor to strategic director.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
@lexler
lexler merged commit e739c20 into lexler:main Oct 10, 2025
3 checks passed
@nitsanavni
nitsanavni deleted the add-feedback-loop-pattern branch October 11, 2025 07:15
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2 participants