AI Development OS
Active DevelopmentA structured framework for AI-assisted software development. Defines roles, memory, approval gates, and collaboration behaviour across all projects.
Selected work
Practical systems built and documented. Each project is an attempt to understand something by building it — and a record of that process.
All projects
A structured framework for AI-assisted software development. Defines roles, memory, approval gates, and collaboration behaviour across all projects.
A self-hosted threat intelligence platform. Watches honeypot servers, records attacker behaviour, and builds long-term behavioural intelligence — based on how attackers operate, not which IP they came from.
A self-hosted voice memory system. Speak a thought, transcribe it locally with Faster-Whisper, embed it, and retrieve it by meaning months later. No cloud. No API key. Production-deployed.
A self-built multi-location network infrastructure with pfSense firewall, VLAN segmentation, encrypted WireGuard tunnelling, and self-hosted production services.