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.