Projectscanonical · lookman.me/projects
Open-source tools I started building because the same frictions kept appearing in the work.
Software is now being generated faster than humans can reliably review it. That shifts the pressure onto the surrounding infrastructure: trust boundaries, coordination between tools, and the fidelity of architecture decisions under speed. That is the space these three projects live in.
ProjectJune 1, 2026
Approva
Human approval for risky AI agent actions — with passkey identity, scoped capabilities, and a verifiable audit trail.
Approval infrastructure for AI actionsProjectJune 1, 2026
Codencer
A persistent daemon that manages, executes, validates, and audits tasks performed by external coding agents.
Orchestration bridge for coding agentsProjectJune 1, 2026
Rhodd
Turns architecture definitions into production-ready code, infrastructure, and CI/CD pipelines. Zero boilerplate.
AI-powered infrastructure orchestrator