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1000-line C program where an LLM can edit the DAG mid-run, but only via a four-verb grammar, and every edit is an auditable event

8 starsC

A tiny C program where an LLM rewires its DAG while running

by mrkn1·May 5, 2026·15 points·4 comments

AI Analysis

●●●BangerBig BrainWizardryZero to One

LLM mutates the workflow DAG mid-run via a constrained four-verb grammar.

Strengths
  • Strict four-verb grammar prevents agent loops while allowing runtime remediation.
  • Single-file C implementation with append-only audit log for replayability.
  • Treats LLM as scheduler peer rather than just another workflow step.
Weaknesses
  • YAML parser supports only a 2-space-indent subset, limiting complex configs.
  • Shells out to curl for HTTP, adding external dependency overhead.
Category
Target Audience

AI infrastructure engineers, backend developers

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LangGraph · Prefect · Airflow

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