AI software factory

Turn coding agents into an engineering system

CodePress connects autonomous coding, production-like environments, live QA, PR review, and independent verification into one loop that can keep working for days.

Our own team went from 80 to 400 PRs per month. One production rearchitecture ran for three days and 275 agent turns before the system marked it ready to merge.

The input

Start with work your team already understands

Give CodePress a GitHub issue, a production alert, or a clear engineering goal. It reads the existing codebase and company-specific rules before it changes anything.

  • Existing repositories and conventions
  • GitHub, Linear, Slack, and Sentry triggers
  • Features, bugs, migrations, and infrastructure
  • Human-set priorities and acceptance criteria

The loop

Build, test, review, repair, repeat

Code generation is only the first pass. CodePress runs the application, performs live QA, reviews the pull request, returns failures to the working agent, and repeats until the evidence is strong enough.

  • Long-running cloud execution
  • Browser and service-level QA
  • Automated PR review and remediation
  • Independent ready-to-merge judgment

The output

A reviewable PR, not a mystery diff

Engineers keep control of architecture, priorities, and merge. The factory handles the repetitive implementation and verification work required to bring a change to that decision point.

  • Pull requests in your existing workflow
  • QA and review evidence attached
  • Failures recorded and repaired
  • Human approval before merge

The expansion

Automate the work around software too

Once the engineering loop is trusted, add specialized agents for PR review, Sentry resolution, database performance, documentation, CI repair, and production design changes.

  • Adopt one workflow at a time
  • Use different models for different jobs
  • Trigger work from Slack or GitHub
  • Let non-engineers work through guarded flows

Common questions

What engineering teams ask us

Is a software factory just several coding agents?

No. The important layer is the repeatable engineering system around the agents: context, environments, quality gates, review, evidence, repair loops, and human control.

Do we need to replace our current coding model?

No. CodePress is model-independent and supports CodePress-managed models as well as supported API keys and model subscriptions.

Where should a team start?

Start with one repository and one meaningful but bounded task. We help configure the environment and verification path before expanding to additional workflows.