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Development with AI

It's an environment where your team really uses AI.

Buying a vehicle is not the same as setting up a flow where the team can safely use that vehicle. The licensee is very few, setting up a running line from issue to PR in an enterprise codebase. We install the latter.

What we build

Four titles, all tangible.

  • Flow from Issue to PR

    The job description is written in the issue; the agent opens the branch, makes the change, opens the PR, the person approves. The acceptance criterion for each step is defined — the difference between “I think it's working” and “passed the test” is clear.

    • Issue → branch → PR
    • Acceptance criterion definition
    • Human approval step
    • Rollback path
  • Codebase-specific configuration

    The agent out of the box is useless in the corporate codebase. The rules of the project, frequently used commands, directory ownership, and “touch here” limits are written down; the agent works by reading them.

    • Project rules
    • Custom commands
    • Directory ownership
    • Untouchable limits
  • Connecting to review and test

    The code generated by the agent does not go directly to the main branch. Automated inspection, test production and scope control are part of the CI line. The agent speeds up; the line decides what to pass.

    • CI-dependent review
    • Test production
    • Extent Control
    • Main branch protection
  • Code not coming out

    This is the real obstacle for most teams. An installation is possible where the codebase and prompts do not go out: the model runs on your own hardware or in a contracted EU region. Sir scanning and inspection records are part of the line.

    • Model on your own server
    • EU zone option
    • Secret scanning
    • Audit records

The evidence

We established this site with this flow.

neveratech.com itself was developed with the flow we describe here: written project rules, step-by-step job descriptions, human approval with every change, and versions that go through automatic control. We do not sell an installation that we do not use ourselves.

Neveratech

  • AI coding agent
  • written project rules
  • automated checks
  • CI/CD

How fast does your team speed up?

Describe your codebase and current flow — let's tell you where it makes sense to start, what you should leave to the agent and what you shouldn't.