Receipts for AI runs – κ (stress) + Δhol (drift), stdlib-only

Show HN: Receipts for AI runs – κ (stress) + Δhol (drift), stdlib-only

Operating in show hn launch, Receipts for AI runs – κ (stress) + Δhol (drift), stdlib-only operates.

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Most AI failures aren’t mysterious; they’re unobserved. This ships a tiny, open receipt per run—κ for stress, Δhol for drift—so you can diff, audit, and keep the path, not just the answer. It’s just JSON; drop it in CI. Looking for feedback on setup friction and where the signals break.Links to run it COLE (Coherence Layer Engine): github.com/terryncew/COLE-Coherence-Layer-Engine- OpenLine Core: github.com/terryncew/openline-coreSmall receipts. Big accountability.

Receipts for AI runs – κ (stress) + Δhol (drift), stdlib-only is positioned in show hn launch, a segment that rewards a clear, focused offering.

It is recorded at the Show HN launch stage.

Website: terryncew.github.io/COLE-Coherence-Layer-Engine-