# DarkNOC.dev — DOIL toolkit (open) > Intent in, code out. An open concept exploration of an intent-first language for telecom. > Built on the Reality Twin — not a mirror of the network, a loop around it. ## Open JSON feed - [/api/doil-spec.json](https://darknoc.dev/api/doil-spec.json): DOIL keywords, triggers, tools, and compile targets - [/.well-known/ai-plugin.json](https://darknoc.dev/.well-known/ai-plugin.json): capability bundle stub ## The toolchain (all in the open repo) - [/wizard](https://darknoc.dev/wizard): the `builddoil` concept wizard — Basics → Tasks → MCP → LLM → Generate - [/compiler](https://darknoc.dev/compiler): `doilgen` — DOIL compiler emitting React/Next.js, LangGraph, Docker/K8s - [/vscode](https://darknoc.dev/vscode): `vscode-doil` extension — syntax, IntelliSense, Ctrl+Shift+C compile - [/test-env](https://darknoc.dev/test-env): Jest + RTL + LangGraph + K8s validation on 3001/3002/3003 - [/factory](https://darknoc.dev/factory): the 44-agent open library across 9 categories - [/runtime](https://darknoc.dev/runtime): autoresearch loop + 27 834-row evaluation corpus - [/simulators](https://darknoc.dev/simulators): developer view of the 10-sim constellation ## The notes (read in order for the full picture) - [/blog/reality-twin](https://darknoc.dev/blog/reality-twin): **the flagship — start here** - [/blog/simulator-cascade](https://darknoc.dev/blog/simulator-cascade): the cascade — provider, consumer, hub - [/blog/synthetic-flows](https://darknoc.dev/blog/synthetic-flows): authoring cross-sim DOIL scenarios - [/blog/tmf-v5-as-a-target](https://darknoc.dev/blog/tmf-v5-as-a-target): DOIL → TMF v5.0 signal flows - [/blog/composite-indexes-doil](https://darknoc.dev/blog/composite-indexes-doil): DOIL → Cockpit panels - [/blog/autoresearch](https://darknoc.dev/blog/autoresearch): how agents tune themselves - [/blog/introducing-doil](https://darknoc.dev/blog/introducing-doil): the language itself - [/blog/beyond-ralph-wiggum](https://darknoc.dev/blog/beyond-ralph-wiggum): from repetition to structured intent - [/blog/mcp-toolkit](https://darknoc.dev/blog/mcp-toolkit): MCP integration ## Three surfaces - [darknoc.net](https://darknoc.net): showroom — story, screenshots, diagrams - [darknoc.org](https://darknoc.org): open registry — 44 agents, 10 simulators, open JSON feeds - [darknoc.dev](https://darknoc.dev): toolkit (this site) ## Voice DarkNOC is an open concept exploration. No commercial framing. No customers, no pricing, no plans.