How We Build

The engineering we actually ship: agent swarms, AI voice agents, full-stack web, a 51-rule AEO engine, and 3D in the browser.

> we build shit until it works.

## what_we_build_with

01Multi-agent orchestration

Agent swarmsTypeScriptNotionLinear

We build and run agentic systems. This very page was built by a swarm of coding agents working in parallel against the live repo. We wrote our own voice-controlled orchestration server in TypeScript that spawns coding agents against real repositories, classifies intent, and wires into Notion, Linear, Vercel, and GitHub. Agents doing the boring parts means we ship more, faster.

02AI voice and telephony

VapiTelnyxRealtime voicePSTN

Production AI voice agents that answer real phone calls. We pair an LLM brain with realtime voice on Vapi and live PSTN phone numbers on Telnyx, so a caller talks to an agent that books, qualifies, and answers. Dialed is the one you can call right now.

See it: Dialed

03Full-stack web and product

Next.js 15/16ReactTailwindSupabaseVercel

End-to-end product engineering. Next.js on Vercel for the front, Supabase (Postgres, Auth, encrypted Storage) for the back, Tailwind for the look. Sites that load fast, convert, and come AEO-ready out of the box. This site is one of them.

See it: advancelabs.dev

04AI search and AEO engineering

51-rule engineMCP serversGSCGA4

We built a 51-rule scoring engine that grades a site on how AI answer engines see it: entities, schema, citable answers, structured data. It runs MCP servers and pulls live Google Search Console and GA4 data. It is the engine behind every audit we sell, and it is open source.

See it: AEO Toolkit

053D and WebGL

React Three FiberGLSLWebGL

Real 3D in the browser with React Three Fiber and custom GLSL shaders. The moon floating at the top of this site is ours, and so is the 3D backlink-graph visualization inside the AEO Toolkit. Interactive, fast, and not a stock template.

06Open source, in the open

MIT14 packages674 testsClean CI

We ship our work where anyone can read it. The AEO Toolkit is MIT-licensed, 14 packages, 674 passing tests, and green CI. Shipped code beats slideware, so we show the code.

See it: GitHub

## things_we_shipped

Not slideware. Live products you can open right now.

Dialed, a live AI phone agent answering a call

Dialed, AI phone agent

The AEO Toolkit console scoring AI-search visibility

AEO Toolkit, 51-rule engine

## how_we_work

01Build shit until it worksThat is the whole method. Ship something real, put it in front of actual use, and keep cutting until it does the job. No theater, no endless planning docs.
02Ship, then cutWe get a working version out fast, then sand off what does not earn its place. Speed first, polish second, dead weight never.
03Use our own products firstEvery tool we sell, we run on ourselves before we ask anyone else to. The AEO engine scores our own sites. Dialed answers a real line. If it is not good enough for us, it does not go out.

## put_it_to_work

Want this pointed at your problem? We take a few fixed-price jobs for outside teams: AI-visibility (AEO) audits and fixed-scope build sprints. New to AI search? Start with the guides or read why your business is not showing up in AI search.

See services and pricing