Prompt patterns, guardrails and workflows for building real software with AI — the speed of describing, the safety of engineering.
Read the workflows New patterns monthlySpecs, constraints, test-first prompts — the structures that keep AI code on rails.
Where AI code fails in production and the checks that catch it before your users do.
Full workflows from idea to live product, with the manual checkpoints marked.
The craft of building with AI.
Auth holes, destructive migrations, invisible edge cases, security drift, runaway costs, and architectural rot — the six ways AI-assisted coding fails in practice, and the fix for each.
WorkflowAn end-to-end walkthrough of shipping a real web app in one day with AI assistance — every phase, every tool, and every manual checkpoint where a human must actually look.
PromptingSpec-first, constraint blocks, test-first, refactor-only, and explain-back — five reusable prompt patterns that stop AI coding assistants from wandering, with copy-paste examples.
WorkflowA practical guardrail system for AI-assisted coding — the review loop, test-first prompting, and the specific moments when you must actually read the code.
When a workflow or model change actually matters for how you build, one email explains it.
Monthly. Unsubscribe anytime. · Privacy policy