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docs: retro for the #120 Claude-Code-native uplift initiative#152

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AI-native-Systems-Research:reflectivefrom
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docs: retro for the #120 Claude-Code-native uplift initiative#152
sriumcp wants to merge 1 commit into
AI-native-Systems-Research:reflectivefrom
sriumcp:docs/120-retro

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@sriumcp sriumcp commented May 24, 2026

Summary

Closes the #120 tracking epic with a written retrospective.

The retro covers:

  • What landed across the 15 child issues + the no-live-LLM guard
  • Architecture delta: subprocess `claude -p` → Claude Agent SDK; methodology in CLAUDE.md; subagents replacing mega-sessions
  • Token-budget delta per lever and how to verify each on soak
  • How the no-structural-tests + no-live-LLM disciplines shaped the design (pluggable seams)
  • What's explicitly deferred to soak verification (the issue's measurement-based criteria)
  • Lessons for the next initiative

Test plan

No code change — docs only. `pytest` should still be green.

Closes #120.

🤖 Generated with Claude Code

… uplift initiative

Closes the tracking epic with a written retrospective covering:
  * what landed (15 children + the no-live-LLM guard PR)
  * the architecture delta (subprocess claude -p -> Claude Agent SDK,
    methodology in CLAUDE.md, parallel subagents replacing mega-sessions)
  * the token-budget delta with each lever and how to verify it on soak
  * how the no-structural-tests + no-live-LLM-calls discipline shaped
    the design (pluggable seams everywhere)
  * what's deferred to soak (criteria that genuinely need a real campaign)
  * follow-up work for the next initiative

Closes AI-native-Systems-Research#120.
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sriumcp commented May 24, 2026

Superseded by #153 — the consolidated tracking-120 PR carrying all 17 commits in merge order. Closing this in favor of that single PR per project owner's request.

@sriumcp sriumcp closed this May 24, 2026
@sriumcp sriumcp deleted the docs/120-retro branch May 25, 2026 00:01
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