Notes

Technical notes on things I have built or figured out: home infrastructure, tooling decisions, and hands-on engineering work. More specific and practical than the posts: real problems and how I approached them.

• September 22, 2026
  Sandboxing Agents

  How ateam uses bubblewrap to give implementation and harness agents an isolated filesystem and a controlled network path to the inference API.

• February 1, 2026
  Per-Product Cursor AI Metrics from the Dashboard Export

  Cursor reports AI-generated lines per repository. Combining that with Bitbucket's project mapping produces a per-product view, and Playwright can automate the export.

• November 15, 2025
  NFS for Desktops, Syncthing for Laptops

  How I keep home directories consistent across multiple machines: live NFS mounts on desktops, Syncthing sync on laptops, and a symlink chain that stops machine-specific state from leaking everywhere.

• October 15, 2025
  Home Infrastructure as Debian Packages

  How I manage a multi-machine home network by treating every configuration decision as a versioned, installable Debian package.

• October 9, 2025
  Combining the Cursor and Copilot APIs

  Two APIs with fundamentally different shapes, the per-user data that GitHub Copilot does not expose, and why a common standard for AI tool telemetry would matter.

• September 19, 2025
  What the Jira Changelog Tells You About a Sprint

  The sprint report shows what was planned. The API shows current state. The changelog shows what actually happened.