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Stable Conversation Identity and Warm AI Caches — PR #100137

My reviews identified identity and lifecycle defects in declared-conversation caching, including cross-source collisions and session rebinding. JoaoMarcos44’s implementation merged with those repairs and co-author credit retained.

Merged 2026-09-01 · September 2026 source record

My reviews identified identity and lifecycle defects in declared-conversation caching, including cross-source collisions and session rebinding. JoaoMarcos44’s implementation merged with those repairs and co-author credit retained.

Illustration for Stable Conversation Identity and Warm AI Caches — PR #100137. Read the accompanying story for the contribution and source.
Legible original infographic; the contributor credit is documented in the PR and review links rather than printed in the artwork. Artwork published by Teknium. Contributor authorship is identified in the accompanying story.
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