DOIL · open concept
Autonomous Network Operations

The network already knows.
We taught it to act.

DarkNOC is an open exploration of a network operations center that runs itself. One language — DOIL — turns operational intent into live action across autonomous agents, a constellation of simulators, and a cockpit you can fly. No runbooks. No 3 a.m. dashboards. Intent in, operations out.

What runs in the dark

The work, moving.

DarkNOC isn't slideware. Two surfaces let you watch the loop run — synthetic networks under real stress, and the cockpit that flies them.

The Simulators

Ten network twins, wired into each other. Push a demand spike into one and watch an incident fire three sims downstream — the whole NOC reacting in real time, with no real outage required.

Watch the constellation →

The Cockpit

Fly the network instead of reading a dashboard. Hangar, Altimeter, Radar, Flight Deck — instruments that show the loop closing, not graphs that wait for you to notice something broke.

Step into the cockpit →
Under the hood

There's a real toolchain behind all of this — a language, a compiler, an editor, a test rig. It's open, but it isn't the point of this page. If you're the kind of person who wants to see how the machine is built, it's all waiting for you at darknoc.dev →

The Stories

Where this came from.

DarkNOC is an argument as much as a system. Start with the one idea everything else hangs on.

When the network talks back

Not a digital twin — a Reality Twin. Signals in, models in the middle, agents acting back out. The one piece that frames everything else. Start here.

Read the story →

API-to-Agents

The shift from APIs as integration points to agents as operating layer.

Read

Developer Revolution

Context engineering, neural computing, coordination between agent and human.

Read

All notes

The full set of essays and explorations.

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