Thirty-eight posts across seven topic areas

Security & Operations 9 posts

The SOC tooling layer and the agents that run on it: sandboxing, credential exposure, security-automation architecture, and where vendor pricing distorts design.

Machine Learning & Agents 5 posts

Foundation models, LLM post-training, retrieval, and the sovereign agent built on top of them.

Data Infrastructure 4 posts

Caching, metadata validation, semantic layers, and event spines, the plumbing underneath everything else.

Systems 7 posts

Small VMs, instruction sets, GPU shaders, and close-to-metal work you can read every line of in an afternoon.

Methodology & Practice 4 posts

How the work itself gets done: intent over specs, briefs that outlive tasks, and habits that compound.

Economics & Society 4 posts

Ads, rent, funding, and fees: who pays for software and for expertise, and what a rent-free alternative actually takes.

Meta 5 posts

Notes about the blog itself and the tools underneath it, the layout, the server, the choices behind how this site is built.