July 2026
Focus
- A fleet of MCP servers, read-only by default, widened one verb at a time.
- On-device speech on Apple silicon: transcription, diarization, and VAD, all local.
Shipping
- measurement 2.0
- the dokku MCP server
Learning
- where speaker diarization breaks when voices overlap
- squeezing ASR latency out of the Neural Engine versus the GPU
Most of the month is plumbing and benchmarks, not features. Usually a good sign.