Microcodegen.py – PRD → FastAPI app, one file, no LLM calls
Code scaffolding from PRDs without LLMs when Cursor and Copilot dominate.
Spec-driven development guide: maturity levels, Spec Kit comparison, PRD-to-app demo
Spec compiler approach is interesting but GitHub Spec Kit and Kiro already cover this.
Developers exploring AI-assisted code generation workflows
GitHub Spec Kit · Kiro · Tessl
Code scaffolding from PRDs without LLMs when Cursor and Copilot dominate.
Three-line wrapper cuts LLM costs 80%+ via prompt classification and same-provider routing.
LangChain alternative, but LiteLLM and LlamaIndex already cover this.
Lifecycle-aware security pipeline, not point tools—shared context from ingress through output.
Local SQLite ledger tracks profit per call when Helicone is too heavy.
Python FFI bridge via PyO3 is clever, but tool-calling frameworks are crowded.