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Add inference-efficiency posture to AI_IN_PRODUCTION and NOW#6

Merged
ryan-winkler merged 2 commits intomainfrom
codex/enhance-github-repo-for-senior-pm-clarity
Jan 22, 2026
Merged

Add inference-efficiency posture to AI_IN_PRODUCTION and NOW#6
ryan-winkler merged 2 commits intomainfrom
codex/enhance-github-repo-for-senior-pm-clarity

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Motivation

  • Surface a concise, senior-level posture on inference efficiency and behavioural signals as product problems that affect latency, caching and user experience.
  • Make practical patterns (routing, lightweight fingerprints, temporal signals) visible without over-claiming or suggesting security guarantees.

Description

  • Add a new section titled ## Exploratory pattern: inference efficiency + behavioural abuse signals to AI_IN_PRODUCTION.md containing 2–3 short paragraphs and a short bullet list of conceptual leverage points.
  • Add a single current-focus bullet to NOW.md summarising the exploration of inference efficiency and abuse prevention as product problems.
  • Wording uses calm, precise tone and Irish English spelling for relevant terms (for example, “behaviour”).

Testing

  • No automated tests were run because these are documentation-only changes.
  • The repository includes a markdown link-check workflow configured to run on pull requests, which will validate links when the PR CI is executed.

Codex Task

@ryan-winkler ryan-winkler merged commit ced3350 into main Jan 22, 2026
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@ryan-winkler ryan-winkler deleted the codex/enhance-github-repo-for-senior-pm-clarity branch January 22, 2026 01:53
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