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Use agent instead of generic AI, and clarify what simulated data means#4

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claude/self-improving-loops-rating-ufufj5
Jul 1, 2026
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Use agent instead of generic AI, and clarify what simulated data means#4
mboss37 merged 1 commit into
mainfrom
claude/self-improving-loops-rating-ufufj5

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@mboss37 mboss37 commented Jul 1, 2026

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Summary

Follow-up to #1, #2, and #3 (all merged): two terminology fixes across all three READMEs.

  • Replaced generic "AI" references with "agent," since the loop's roles are literally Claude Code agents (evaluator, proposer, implementer, gate, meta-improver), not a vague generic AI. Also dropped a couple of overly casual phrases ("vibe check") introduced in the previous readability pass.
  • Replaced "fake data" with a precise explanation of what each example actually simulates:
    • Tournament: synthetic support messages plus a deterministic stand-in scorer that reads a hidden tag on each test case instead of a real model call.
    • Latency tuner: computer-generated traffic patterns from a fixed random seed, not recorded production traffic.
  • Same content and structure otherwise; wording only.

Test plan

  • Grep for leftover generic "AI" or "fake" references: zero matches
  • Grep for em/en dashes: zero matches
  • examples/prompt-technique-tournament: python -m pytest eval/ -q (129 passed)
  • examples/latency-tuner: python -m pytest sim/ -q (90 passed)
  • python3 template/tools/verdict.py self-test (all 6 checks pass)

https://claude.ai/code/session_011t5gmHpHh68Jcigy5uPPEx


Generated by Claude Code

The loop's roles are Claude Code agents, not a vague generic AI, so the
docs should say so. Also replaced 'fake data' with a precise
explanation of what each example actually simulates: synthetic support
messages plus a deterministic stand-in scorer in the tournament,
computer-generated traffic with a fixed random seed in the
latency-tuner. Same content otherwise, no em dashes.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011t5gmHpHh68Jcigy5uPPEx
@mboss37
mboss37 merged commit 5a12603 into main Jul 1, 2026
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mboss37 deleted the claude/self-improving-loops-rating-ufufj5 branch July 1, 2026 21:27
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2 participants