Merge `ai_dev` → `master` — build-system fixes, controller refactor, docs & cleanup#1

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soficis merged 24 commits intomasterfrom

Feb 18, 2026

Commits on Feb 13, 2026

This major release introduces professional audio processing capabilities, batch queue acceleration,
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Commits on Feb 15, 2026

feat: implement roadmap release with AI/runtime UX, transport preview, and mastering upgrades
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feat: complete v2 follow-up with native ONNX runtime, profile/trust workflows, and export/runtime hardening
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Commits on Feb 16, 2026

Commits on Feb 18, 2026