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 deliver consistency. Single-file scripts deliver power. Directory watchers deliver scale. Together, they multiply: 1 + 1 + 1 = 10, not 3.
Progressive disclosure, file-based persistence, sub-agent delegation, and Skills vs MCP - reduce tokens by 94%, cut costs 36x.