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@fiducial-mesh

Fiducial Mesh

Open, substrate-pluggable primitives for cradle-to-grave traceability of AI-assisted engineering — built for regulated, certifiable AI.

Fiducial Mesh

Cradle-to-grave traceability for AI-assisted engineering — as substrate-pluggable, open-source primitives.

Autonomous agents are entering regulated engineering environments faster than the trust, audit, and lifecycle disciplines those environments require. Without a substrate that binds every agent action to a verified principal, every policy decision to a recorded determination, every knowledge citation to its source, and every state-affecting operation to an append-only audit ledger, the output of an agentic system cannot pass the certification gates that FAA-certified avionics, FDA-regulated devices, nuclear control systems, and the EU AI Act impose.

Fiducial Mesh is the open-source platform that supplies those primitives — and keeps them portable across the operator's own choice of substrate (secret store, directory, database, isolation runtime, telemetry backend), so sovereignty is a property of the architecture, not a vendor lock-in.

The shape

Eight pillar contracts plus a pluggable host frame. Each pillar specifies what capability it requires from substrate, not which product provides it — and conformance is mechanically verified against a named profile set before any plugin reaches production.

Pillar Plane
IBX Inbox Exchange — agent message/work queue State
IAM Identity & Access Management — sovereign agent identity lifecycle Issuance + Control
PGE Policy Guardrail Engine — deterministic, owned policy enforcement Control
ACT Agent Cognitive Telemetry — append-only audit + observability State
AKB Agent Knowledge Base — grounded, citable knowledge retrieval State
PCS Plugin Control System — plugin/workflow lifecycle + conformance + registry Control
CRB Compute Resource Broker — workload dispatch Control
DPG Deterministic Proving Ground — ephemeral execution isolation Compute
MCC Mesh Control Center — the host frame that composes the pillars (not a pillar)

The load-bearing structural commitment is the Management + Control dyad: runtime control (admission, dispatch, isolation, enforcement) is structurally separated from management (identity lifecycle, telemetry/audit, knowledge, conformance) — exhibited by the contract structure itself, not maintained by operator discipline.

Canonical documents

The Specification is what you build to; the Handbook is what you read to understand it.

  • FIDUCIAL-MESH-SPEC-001 — the normative requirements (RFC 2119, numbered FM-* IDs, per-pillar Conformance Profiles). Current: v1.2.1.
  • FIDUCIAL-MESH-HDBK-001 — the companion narrative: design history, the dialectical-review record, worked examples.

Both are developed in the open through a multi-agent dialectical review chain (author → adversarial review → first-principles review → human integrator) — a method that is itself part of the credited design.

Cite

Archived, citable releases (CC-BY-4.0):

The companion paper publishes under its own DOI.

Licensing

  • Mesh software — GPL-3.0
  • Specification & Handbook — CC-BY-4.0

Copyright © 2026 Agentics Labs LLC.

Status

Early and active. The Specification is at v1.2.1; the reference implementation is being built and proven against the lab that produced the Specification — the lab is the reference implementation. Repositories flip public per-module as each clears its security and provenance gates.

Popular repositories Loading

  1. spec spec Public

    Fiducial Mesh — open specification (CC-BY-4.0) for cradle-to-grave traceability of AI-assisted engineering: sovereign agent identity, policy, audit, and knowledge-grounding primitives for regulated…

  2. .github .github Public

    Fiducial Mesh — organization profile & shared community-health defaults

  3. fm-test-suite fm-test-suite Public

    Fiducial Mesh Test Suite

    Python

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