The New Code: Why Specifications Will Replace Programming

Short summary

The author presents specifications as source code and generated implementations as compiled output. Their SDLC harness automates feature development through testing and documentation, revealing the bottleneck isn't pipeline efficiency but specification quality. The redesigned orchestrator uses block-level isolation with shared setup and review, reducing token costs while emphasizing that better specs—not better tools—produce superior results.

• •Treat specs (prompts) as source; generated code is the compiled output that must ship alongside its source spec
• •Original per-task parallelization burned ~200k tokens each; redesigned block-level approach shares setup and integrated review once
• •Pipeline optimization cannot fix underspecified requirements—specification quality is the real development bottleneck

Generated with AI, which can make mistakes.