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Release context-aware placement copy v1.1.4 - #10

Merged
alok-vibe-code merged 1 commit into
mainfrom
codex/natural-placement-copy-v1.1.4
Sep 26, 2026
Merged

alok-vibe-code merged 1 commit into
mainfrom
codex/natural-placement-copy-v1.1.4

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Summary

  • replace the repeated learning-placement phrase with deterministic sentence-function-aware copy
  • classify definitions, requirements, workflows, benefits, skills, and general context before composing
  • use target audience wording only when the source paragraph addresses the same audience
  • diversify the three ranked opportunities without changing the v1 API contract
  • release engine version 1.1.4

Validation

  • 66 automated tests pass
  • exact DelightChat → Great Learning live case returns 3 distinct manual-review suggestions
  • no suggestion contains the old a practical application working professionals construction
  • thresholds, WordPress, Turnstile, DNS, environment variables, and rate limits are unchanged

@alok-vibe-code
alok-vibe-code merged commit 344d9f4 into main Sep 26, 2026
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2 participants