Notes on building with AI
I document AI implementation, experiments, technical decisions, and architectural trade-offs. Sometimes, an essay.
More about meThe entries below are sample content. They show how articles, notes, and projects will read.
Blogs
All postsWhere to put the model in a workflow
A design note on direct calls, queues, and the cost of waiting for an answer.
Keep the reason with the decision
A short format for recording constraints, alternatives, and what would change your mind.
TIL
Short notes on things learned.
Parse the output before you use it
Structured output still needs validation at the application boundary.
A retry needs an idempotency boundary
Check which side effects can happen twice before adding automatic retries.
Projects
All projectsEvaluation workbench
A sample project brief for comparing model outputs against a fixed set of cases.