Open-source workflow engine seeks real use cases: LLM proposes, deterministic policy approves

RI4D · reddit · 2026-11-13

A developer is building an MIT-licensed workflow engine where the LLM proposes actions but a deterministic policy layer decides what actually runs, aiming to move beyond demos where a human clicks Approve all day.

They're asking on Reddit for real use cases to test against — e.g. replaying failed pipeline events for one customer without touching another customer's data or double-executing effects — and want to know which actions people still keep manual or read-only, and what's missing from current tooling.

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