AI you can
build on.

Reliable, inspectable AI tooling for the people who build business software. It runs on your machine, reasons from your sources, and hides nothing.

Download How it works

Business software runs the world quietly — payroll, logistics, care, money. The people who build it can’t afford magic. They need tools they can reason about, verify, and depend on.

So we built AI the way infrastructure should be built: open, local, and honest. Not AI you hope works. AI you can build on.

For developers

Give your AI the right context.

Compose repo files, tickets, docs and notes into reusable, previewable contexts — then serve them to Claude, Cursor or your IDE over MCP with one tool call. Your assistant reasons from the truth, not a guess.

Explore context engineering

Context

repo · payments/service.py

jira · PAY-1421

confluence · Refund policy

notes · edge cases

served to your AI over MCP

For testers

Author tests by talking.

Describe a flow and an AI drives a real browser — finding the tricky selectors, building reusable page-object components, and composing them into scenarios that run with a step-through report. End-to-end coverage, without the brittle busywork.

See AI test design

app.example.com/checkout

✓click #login

✓type ${user}

…assert order total

For architects & leaders

One brain for the whole team.

Ingest your git history, docs, Confluence and Jira into a shared, on-disk knowledge base that feeds every context and role view — business analyst, architect, tester. It reads your sources; it never changes them.

Meet the Company Brain

Company Brain

gitdocsConfluenceJira

Local. Inspectable. Yours.

Trust isn’t a feature you bolt on. It’s how the whole thing is built.

Runs locally

Your code and docs never leave your machine.

Database-free

Contexts are plain files on disk you can read.

Open source

Self-hosted, inspectable, and extensible.

Bring your own AI

Any provider — keys encrypted at rest with your password.

Ready to build on it?

Self-hosted, open source, and ready in minutes. Bring your own AI provider.