Ai agents
Local AI, With the Meter Running
Everybody has an opinion about local AI. Almost nobody has numbers. So we built a two-box local LLM stack for a client, put a power meter on it, and compared every token against the cloud.
TwinCAT on Apple Silicon
Every investigation said the TwinCAT runtime cannot run on an M-series Mac. Each verdict was true and each measured the wrong layer. Then a PLC program went to RUN.
Code Got Cheap. The Hard Part Didn't.
Coding agents made writing code fast. They did not make software fast. The bottleneck just moved.
Spec-Driven Development, but the Specs Are a Graph
A 12-lesson course that rebuilds the DeepLearning.AI spec-driven development tutorial on Rust + sphinx-needs — and the AgentClinic domain you build to learn it.
The 6x Tax You're Paying Without Knowing It
Why unstructured AI coding burns your budget and still delivers incomplete results — and what a queryable traceability graph changes about that.