G
✓ Published
+ Notes+ Craft+ Work+ Learning+ Ideas
articles.GoAshins
Living résumés · Notes · Learning
Gathering your living record…
Practical LLM patterns, agents, evals, and tooling.
4 notes

AI is great at explaining things, but terrible at structuring them. We custom-built two skills for Codex and Antigravity to turn directionless AI prompts into a rigorous pedagogical journey.
A small set of guardrails that cut tool-call errors by 80% on our internal stack — no fine-tuning required.
Running a 3B model on a Raspberry Pi 5 to summarize my RSS feed. Mostly it worked. Sometimes hilariously didn't.
A practical framework for building LLM evals that catch regressions you'd otherwise ship.