- Agents for small and medium businesses. Support agents over email and voice, lead trackers, ad-account audits. Scoped with the customer, live on dev first, then prod once it checks out.
- The platform they run on. The plumbing those agents need to do real work: a self-hosted OAuth broker so an agent can act in a customer's Google, HubSpot or Notion account, a credential manager, per-project email, and the deploy pipeline every agent ships through.
- pytest-lanes. Runs a pytest suite as one subprocess per lane, so suites that share a database container, a fixed port or session state get parallelism without being made concurrency-safe.
- pytest-uia. Drives real Windows apps from pytest through the UI Automation tree instead of screenshots.
- tk-uia. One call makes a Tkinter app's widgets show up to Windows accessibility clients as named, operable controls.
- truemic. A one-day hackathon build: a virtual mic that only lets your enrolled voice through, with a watermark a receiver can check.
Agents  email + voice support lead tracking ad-account audits Google / HubSpot / Notion
Platform  TypeScript Node Hono OAuth GitHub Actions Cloudflare
Backend  Python FastAPI PostgreSQL TimescaleDB SQLite ZeroMQ Go
Desktop  Rust Tauri React Electron Win32 / COM / UIA
Testing  pytest Playwright Vitest Hyper‑V VM lanes
Local ML Â PyTorch Whisper Parakeet ROCm



