Small tools, clear jobs
I like tools that do one thing well and fit together without a lot of ceremony.
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GitHubUnix Philosopher: Built with intention.
Composable tools for AI workflows with highly reproducible and observable outcomes.
I design focused AI-development capabilities that compose into practical, inspectable workflows—from agent tooling and Linux systems to automation, data, and the web.
What I value
Make the work visible
Useful logs, clear docs, and repeatable steps make systems easier to trust and hand off.
Look after the whole system
The user, the infrastructure, the cost, and the people who maintain it all count.
Stay curious, stay practical
I will try new tools, but they still have to earn their place in the workflow.
Fresh from the workbench
A few recent things
A small window into the latest notes and repositories, while the full archive stays one click away.
Blog
Latest posts
Git BBQ, Long-Running Tasks, and a Much Better Way to Use Codex
Git BBQ gives coding agents durable project context, ADR scaffolding, validation, and explicit Git habits. Add Long-Running Tasks and Codex gets a much better way to carry careful work across turns.
Connecting to an old Unifi AP via SSH
In vibrant new TechniBW Also called, "what to do when encountering the following Error: No matching host key type found. Their offer: ssh-rsa,ssh-dss" ?? I've got a super old UAP-LR I still manage with an old version of the Unifi Controller locally, since I barely use WIFI for a…
Old Tech, New Tricks
Well, not \that\ new, but still ... different, and decidedly unconventional... I keep telling myself I've gotta write about the Hikvision setup I put together at my friend's fast food restaurant/mini dinosaur theme park, because it's so unusual, I doubt many people have done it…
`nerdctl`: NTT's Gift to Humanity?
Virtual network flow chart details stunningly-performant namespace network: Bypass4NetNS I've been keeping an eye on nerdctl. While it's still a little trickier than Docker or Podman for commands to work consistently, there's fascinating innovation happening under its hood. One…
Portfolio
Recently updated repositories
netclaw
Python
Portable agent workflow kit for specification-driven development, safe network operations, distributed orchestration, and recorded demonstrations.
Airflow-AI_Search-to-Blog-Article-Pipeline
Python
Airflow and Python pipeline for turning Google Takeout AI/search records into validated blog articles