Anil Atay
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KodSchmiede

Autonomous software engineering workflow

Context

A local-first, autonomous software engineering workflow — a mini software factory built with LangGraph and Python tooling.

Design themes

  • Agentic workflows
  • Stateful orchestration
  • Tool use
  • Iterative build loop
  • Local-first operation
  • Pause and resume
  • LLM provider abstraction

Workflow

  1. 1Plan
  2. 2Research
  3. 3Implement
  4. 4Test
  5. 5Review
  6. 6Iterate
The iterative loop KodSchmiede is built around.

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