MeshanicsDocs
Documentation

Signed, rollback-safe OTA for industrial and edge-AI fleets.

Meshanics delivers containers, ML models and configuration over the air — verified on the device before anything is applied, with automatic rollback if a health check fails. Zero integration for your application and model code: your payload rides on a signed, A/B base.

Platform

What Meshanics is and how the pieces fit together.

Core concepts

The model behind signed, rollback-safe delivery.

Getting started

From a factory-fresh device to a verified model swap.

Device agent

Install, configure, run, upgrade and harden the on-device agent.

Fleet & groups

How devices join, get grouped, are targeted, and stay isolated per tenant.

Artifacts & bundles

Signing, registry connections, artifact kinds and bundle compatibility.

Rollouts

How a signed artifact becomes a fleet-wide change — waves, canary, halt, abort.

AI/ML model OTA

Package, deploy, canary and test ML models as signed, hardware-matched artifacts.

Health probes & rollback

How the agent health-checks every update and auto-reverts on failure.

CRA & compliance

SBOMs, vulnerability watch, deadline-tracked incidents and signed reports from recorded activity.

Configuration delivery

Ship config as signed artifacts that place a file and reload within an allowlist.

Air-gap & on-prem

Run on one node, fully offline behind an air gap, or for restricted networks.

Integrations

Outbound event push and registry backends — signed, metadata-only.

Security & trust

Everything is signed — and here is how to see it for yourself.

API reference

The operator REST API, the device gRPC service, and shared conventions.

Operations & runbooks

Deploy, upgrade, back up and operate a node, with runbooks and troubleshooting.