Ai Patterns

A comprehensive guide for building AI-first applications using LLMs. Covers project structure, typed LLM client patterns, prompt versioning, testing strategies (mocks, fixtures, evaluations), CI/CD integration for LLM tests, and cost/performance tracking. Focuses on the principle of using LLMs for logic and traditional code for infrastructure.

Stop Slop helps improve writing by teaching Claude to identify and eliminate common AI writing patterns. It provides comprehensive lists of phrases, structures, and rhythms to avoid, along with before/after examples and a scoring rubric for evaluating prose quality.