An AI engineering team for your codebase
Triage, coding, review, testing. Set up for your stack and run with your team.
Works with
The same workflows we run for teams in generative AI, hosting, payments, and streaming.
Writing code was never the bottleneck.
Triage, scope, requirements, test, review, release. Most AI tools do one step. The rest lands on your team.
Matix covers the whole loop. Your team stays on the judgment calls.
Custom skills, autopilots, and squads
The agents matter less than the system around them. Conventions, guardrails, autopilots, and workflows refined over years of shipping our own products.
Custom skills, written for your codebase
Repo-tour, prod-safety, review checklists. Authored from your real conventions.
Squads with a lead, not a swarm
Lead triages, specialists ship, reviewer gates. No pushing to main, no self-merging.
Autopilots that run on their own
Daily briefs, bug intake, dependency audits. Cron and webhook triggers, no one watching.
Workflows that close the loop
Issue → branch → PR → merge. Every step traceable.
@matix-coder Opened PR #142
How it works
Three stages. We operate all of them with you.
Discovery. A quick intro call. We get to know your team, your codebase, and what you want your agents to own. No prep needed.
We start by getting to know you and what you are building.
Not a tool to install. A team to operate.
Matix is for engineering organizations that already have a codebase. We do the setup, the tuning, and the day-to-day operations. Your humans stay on the judgment calls.
We run it for you
Discovery, setup, persona authoring, hot-file mapping, and day-to-day operations, kept current every week as your stack and the frameworks around it move. No seats, no prompts, no setup fees, just ongoing engineering capacity.
Tuned to your stack
Next.js, FastAPI, Django, Go, Rust, NestJS, Vite, Docker, Swift, Kotlin and more. Stack detection that knows your package manager, deploy branch, hot files, and naming rules.
Let’s talk about your engineering team.
Tell us about your stack and your team. We’ll walk you through what setup would look like.