Homelab
herdr vs cmux, after two months on each
Two agent multiplexers compared after two months with each: where the agents run, how plugins work, remote use, and what cmux does better. read more →
Where I run my coding agents, and why it depends on the box
How I limit coding-agent blast radius: disposable Dell micros for unattended work, with permissions kept on around valuable credentials. read more →
Why local models get stuck repeating JSON
A faster GPU turned 'too slow' into 'broken': why grammar-constrained JSON extraction sends local vision models into repetition loops, and what helps. read more →
Local models in mid-2026: the engineering that closed the gap
How open weights got close enough to run at home in 2026, the engineering that got them there, and why a memory crunch made the box pricier. read more →
Herding parallel agents on a remote box with herdr
herdr is an agent-aware tmux replacement that shows which parallel Pi or Claude Code session needs you. My remote-box setup and install notes. read more →