10 / Essay
AI Coding Gets Better When You Make the Model Prove It
AI-assisted changes need inspectable evidence: repository context, meaningful tests, visual checks and diff review. Generation is the beginning of the workflow.
AI & Automation
AI Coding
Writing about ai coding.
09 / Field note
Coding Agents Are Useful When You Stop Treating Them Like Autocomplete
Building this website with a coding agent changed the unit of delegation: a bounded engineering task, with repository context, checks and a reviewable result.