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A local-first release evidence gate that turns scattered requirements, tests, links, and AI-use disclosure into one reviewable submission manifest.
An explainable speaking queue that makes room for every community voice.
Evidence-first energy waste diagnosis for small buildings—turning hourly readings into inspectable anomalies, bounded cause hypotheses, and human-verified savings experiments.
An evidence-first allocation agent that turns surplus-food offers into safe, reviewable pickup plans.
Upload the room. Watch the ranking change.
See 2,000 possible fits before one tolerance becomes a jam.
Turn breaking data changes into evidence-backed, validated patches.
Teach your phone a sound in minutes, then recognize it privately and offline.
Evidence-linked music credits before release.
Autonomous continuity director for generative campaigns: plans multi-format assets, detects visual drift, repairs failed constraints, and preserves replayable provenance.
Evidence-first mix/master decisions: browser-local WAV previews, auditable evidence, and human-only release gates.
A lightweight Arm64 optimization toolkit that runs manufacturing schedule simulations locally and reports bottleneck trade-offs in a reproducible way.
