Blog
Release announcements, architecture deep-dives, and notes on building AI-native infrastructure tooling.
Inside an enterprise network you often can't send data to a hosted model, and a local frontier model is too expensive to run. A ~30B model is the practical sweet spot — but it hallucinates, its knowledge is thin, and its usable context is short. Here's how to build a real agent on top of it anyway.
Read more →A hands-on 15-minute quick start. Install OLAV, get your fleet in two ways (live SSH collection with Nornir, or an offline backup import), take a fresh snapshot, then ask in plain English, draw the topology, draft a validated change, and run a morning audit — all on a local ~30B model, nothing leaving your network.
Read more →Two releases that transform OLAV from a network query tool into a full infrastructure automation platform — schema-aware API integration, environment-aware script generation, and a 7-layer security model.
Read more →Why AI agents need more than just a model and how Olav's built-in sandbox guard redefining safety for NetOps.
Read more →OLAV is now publicly available under BSL-1.1. Here's what's inside the platform, how the architecture works, and what comes next.
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