Same PRD → bootable FastAPI app, zero LLM calls (600-line Python)
Spec compiler approach is interesting but GitHub Spec Kit and Kiro already cover this.
PRD text → production FastAPI app ZIP in a single Python file. The Archiet core algorithm, standalone.
Code scaffolding from PRDs without LLMs when Cursor and Copilot dominate.
Backend developers building FastAPI services
Cursor · GitHub Copilot · Scaffold Hub
Spec compiler approach is interesting but GitHub Spec Kit and Kiro already cover this.
Three-layer RBAC with Python-to-TypeScript type generation beats most admin panel generators.
Finally a Python boilerplate for devs who hate Node.js SSR stacks.
Incremental optimization post, not a launchable project.
Removes LLM from memory CRUD path—sub-10ms reads beat Mem0/Zep's 200-500ms by design.
Catches AI-generated bugs TypeScript misses: hallucinated imports, unvalidated server actions, hardcoded secrets.