Windows-first recovery tooling, local AI operations, media intelligence, and developer workflows that are designed to survive real machines—not only demos.
- Agent systems that plan, edit, test, review, remember context, and hand work off cleanly.
- Operator-ready Windows tools with explicit safety boundaries and visible proof.
- Local AI infrastructure across Windows workstations, Linux services, and GPU workflows.
- Media pipelines for transcription, OCR, frame sampling, audio processing, and source-linked evidence.
A zero-trust Windows recovery console for preserving personal data, source code, Git state, selected configuration, and encrypted secrets—then rebuilding the machine without restoring stale third-party binaries.
The first public supervised preview is in release hardening. It already has a native WPF console, human-readable recovery contracts, fail-closed integrity checks, real-backup compatibility evidence, and cross-platform regression suites. The public repository will launch from a separately audited, clean history.
Build the tool → run the real workflow → inspect the visible result → harden the failure paths
- Evidence before confidence.
- Human control around destructive or security-sensitive actions.
- Local-first where practical; explicit network boundaries where it is not.
- Reproducible tests and durable documentation instead of one successful demo.
PowerShell / WPF · Python · TypeScript / JavaScript · Shell ·
Windows · Linux · GitHub Actions · AI agent tooling
If you are building agent workflows, local AI systems, media tooling, or better operator surfaces, reach me through GitHub.