Writing
Operator notes with concrete tradeoffs: what I built, what broke, and what I’d do again. 40 posts and counting.
A 403 is a claim, not a verdict. What building the MockForge CVE toolkit taught me about judging at the layer where the truth lives, putting safety in the schema, and tools that say what they cannot prove.
4 min
Winter losses are decided in the fall. My eight-item checklist for getting colonies through winter: mites, stores, queen, moisture — and writing it all down.
3 min
MockForge is my open-source, Rust-built API mocking framework covering REST, gRPC, GraphQL, and WebSocket from one config — plus MockForge Cloud for teams.
3 min
After 225 releases across client platforms, SaaS products, and my own projects, the lessons are boring and universal: small batches, checklists, and discipline beat tooling.
3 min
Extraction quality is the easy conversation. The save is where a confident guess turns into the record everyone else trusts.
6 min
You don't need a research team or a benchmark platform. You need real examples, a place to look at failures, and a habit you actually keep.
6 min
What I'm learning about building AI features that work when your users don't have reliable internet.
5 min
Why the most useful AI features are often the ones that remove small operational failures instead of trying to impress people in a demo.
5 min
A clear quarterly roadmap for offer positioning, delivery systems, and product priorities across my portfolio.
1 min
The pre-build checklist I use to define scope, readiness, ownership, and rollout before automating a workflow.
1 min