Ships the studio's streaming uploads and local frame sampling, the KV-cache
placement planner (with swa_full and the quantization ladder), split-GGUF shard
resolution, and the n_ctx fallback that no longer lands on 2048.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0182DhR1eFNPQyGmDrpHbedY