AI product Open source
Cambium is a governance standard and reference toolset for knowledge repositories maintained by LLM agents. It governs repository work rather than supplying a knowledge corpus, performing retrieval-augmented generation, scheduling agents, or deciding domain meaning. Its governance model combines a kernel of cross-domain rules and invariants, one adopter-selected profile, and adopter-owned runtime state containing task state, queues, plans, deltas, receipts, and recovery evidence.
The toolset uses deterministic checks, controlled writers, schemas, and generated projections to manage task and batch transitions, amendments, standards adoption, interruption recovery, and work closure. It provides a profile template and scaffolder, a machine-readable adoption interview, an onboarding status view, persistent coverage and progress state, append-only receipts, terminal-proof bindings, and validation for global maps, capability matrices, and gap registers.
1 use taken from transcripts — each links to the moment in the video.
A governance standard and reference toolkit for knowledge corpora maintained by LLM agents. It records scoped batches, dependencies, progress, receipts, and recovery state, while deterministic checks detect drift and stale evidence.
1 in the library.