# Invariant Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/invariant
> Markdown URL: https://aitinkerers.org/technologies/invariant.md
> Technology record last updated: 2026-03-24T15:27:52Z
> Generated: 2026-09-20T14:48:00Z

Invariant is a network analysis platform: it uses an offline digital twin to exhaustively validate multi-vendor network configurations and security access policies *before* deployment.

Invariant delivers a network security and automation solution by generating a highly scalable, cross-vendor digital twin from configuration files (Cisco, Juniper, AWS, etc.). This model, based on the Batfish system, enables exhaustive pre-deployment validation of critical network flows and access policies (ACLs, BGP, OSPF). It identifies configuration errors and security gaps, preventing incidents before they impact the live environment. The platform supports a DevOps workflow via CLI, SDK, and API, ensuring network teams can safely manage changes and maintain compliance across complex hybrid infrastructure.

- Official technology site: https://invariant.tech
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Building Debuggable Computer Use Agents](https://zurich.aitinkerers.org/talks/rsvp_3GlcpsROyEs)

A quick walkthrough of some Invariant OSS tools that we are working on and how to use them to debug Computer Use Agents like OpenAIs recently announced Operator.

- Event context: AI Tinkerers Zurich - February 6 — 2025-02-06 — Zürich
- Public talk page: https://zurich.aitinkerers.org/talks/rsvp_3GlcpsROyEs

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