Ship AI That Works
Production patterns for engineers who've seen their share of AI hype. Code-first tutorials, real benchmarks, honest failure modes.
Latest Articles
Workflow prompts, single-file scripts, and directory watchers - the patterns that transform AI coding from individual hack to team capability.
Progressive disclosure, file-based persistence, sub-agent delegation, and Skills vs MCP - reduce tokens by 94%, cut costs 36x.