// blog
6 essays and field reports. Essays, notes, and signals from the work.
ai
For thirty years a project tracker was a thing a person kept in sync by hand. That busywork is your agents' job now, and they need a durable environment to do it in, not a chat window that forgets. CompanyOS is that environment, multi-tenant, audited, live, over a built-in MCP server, on your own keys. It is also the thing you share. One invitation and a new teammate or a new agent inherits the entire living project, the tasks, the roadmap, and the full history, with nothing to explain and nothing to transfer. You do not fill it in. You check the progress. Here is how it works.
June 28, 2026
Folio is a meeting recorder for macOS that runs Whisper and pyannote on-device, labels every speaker, and writes Markdown to your vault. No cloud, no telemetry, no audio leaving your Mac. Here is how the transcription and diarization pipelines actually work.
June 9, 2026
5% of enterprise AI projects deliver value. The number has not moved through three generations of frontier models. The operational layer is the moat, and context engineering is the discipline that builds it.
May 17, 2026
meclis. Three named thinkers arguing in your browser. The consulting bundle, unbundled.
May 9, 2026
Why AI memory is a compounding problem, not a retrieval problem. Files beat databases.
April 24, 2026
An agent watching video should default to listening, and only open its eyes when audio admits it missed something.
April 20, 2026
// archive
// 2026
