Software · delivered work

Every coding assistant on the team reads the same map.

Coding agents now sit in most engineering teams, and they are only as good as their picture of the system. We ground them in Spiderbrain and rebuild the work around them, from onboarding to support triage.

What we built
Support to engineeringagent-run, engineer-approved
Running
AI agentHuman decisionGrounded context
Built for
SaaS companies, product teams and engineering services
Systems
Repositories, issue trackers, support desks and MCP clients
Autonomy
Agents propose changes on branches; engineers review and merge
Runs on
Your machines or a region you choose; brains carry no source code
The work

What changed, and how.

We keep the organisation private. The pattern below is the one we deliver in this sector.

Before

Each assistant guessed at the codebase in its own way, new engineers learned the system by asking around, and support tickets bounced between teams.

What we built

  • A Spiderbrain brain of each repository, served to every assistant over MCP
  • Onboarding answers grounded in the real code paths
  • Support tickets traced to the likely code path before an engineer opens them
  • Agent-proposed changes on branches with a clear record, never straight to main
  • Release notes and runbooks drafted from what actually changed

What changed

  • Assistants agree with each other, so their work can be reviewed
  • New engineers find their way around the system with grounded answers
  • Tickets reach engineering with the context attached
Inside the system

The parts that do the work.

One operation, sharing one context layer and one set of controls.

One map of the system

Each repository mapped into a scored structure that every tool queries the same way.

Works with your assistants

Served over MCP to the assistants and agents your team already uses.

Triage with context

Tickets classified, reproduced and traced to code before they reach a person.

Changes you can review

Small proposals on branches, with the reasoning and the record attached.

Docs that keep up

Release notes and runbooks drafted from the diff, checked by the team.

Your code stays yours

Brains hold structure and scores only, and can be built on your machines.

Every action loggedAutonomy set per taskAny agent can be pausedDeployed in your region

Start here

Bring us one software operation.

We will map it with you and say plainly where agents help, where they do not, and what it takes to run them safely.

Contact us