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docs: explain one research improvement and index engineering outcomes - #2

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PradipNichite merged 1 commit into
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codex/readme-research-index
Oct 22, 2026
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PradipNichite merged 1 commit into
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codex/readme-research-index

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@PradipNichite PradipNichite commented Oct 22, 2026 •

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The README previously repeated the research narrative and presented S64 as a terse status line near the top. It now uses one developer-facing example under How AI Demos research improves Database Agent: unrelated activity-log data produced a false zero, answerability checks distinguish that from genuine zero, and existing mocked regressions are separated from recorded historical browser validation.

The improvement directory README is now a navigable findings/outcomes index. S64, S60, S43 and S53 each link their actual published evidence and the relevant engineering record with scoped status. Other records separate released rendering, incomplete delivery candidates, installation qualification and evaluator-only work. A short future-workflow section describes public issue → PR → independent product acceptance → history update → an appropriate separate retest without inventing historical issues or PRs.

Only three files change: root README, improvement index and their two source-manifest hash entries. The detailed S64 case is byte-identical. The 17-result baseline, structured records, detailed history, application, tests, deployment and workflow files are unchanged. No manual product/provider/DB/runtime requests or new benchmark retest were performed. The repository's existing automatic CI runs separately. No AI Demos site changes or S43 implementation are included.

Validation: the published S60/S43/S53 pages returnedHTTP200 and agree with the retained public records; 41 relative links and13existing rendered history anchors checked; no tracking parameters. Manifest hashes use actual Git blobs. Independent content/link review and existing CI must pass before merge.

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PradipNichite merged commit 9e6eef0 into main Oct 22, 2026
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