What's included
faster
PR cycles
What's included
The problem with engineering time lost to repetition
Code review, migrations, and onboarding eat hours that should go into shipping. Senior engineers end up reviewing the same class of bug instead of building.
We set up copilots and automated review tooling scoped to your codebase, so routine checks happen before a human ever opens the PR.
Deliverables
What's included
Strategy
Architectural alignment before implementation.
- Codebase & workflow audit
- Success criteria definition
- Risk & dependency review
Build
Controlled deployment of automation infrastructure.
- Code review automation
- Migration tooling
- QA against real PRs
Handoff
Operational enablement and system ownership transfer.
- Technical documentation
- Team training
- Engineering runbook
Support
Ongoing performance governance and system optimization.
- Pipeline monitoring
- Iteration cycles
- Performance adjustments
How we work
A process built for results
Clear milestones, constant communication, and zero hand-waving. Here’s how we get from idea to impact.
Discovery & Success Criteria
We map your current workflows, identify bottlenecks, and define clear metrics for success.
Map Workflows + Data Access
We document every step, identify bottlenecks, and determine what data and systems need to connect. No surprises down the road.
Build + Test + Security Review
We build incrementally, test thoroughly, and review security at every stage. You see progress weekly and can give feedback early.
Launch + Monitor + Iterate
Go live confidently. We monitor performance, catch issues, and optimize based on data.
AI agents & internal tools examples
See what's possible
Real scenarios we’ve automated for teams like yours
Automated PR Review
- Faster reviews, cleaner merges.
Framework Upgrade
- Migration in weeks, not quarters.
Internal Copilot
- Less time hunting for context.
What clients say
FAQ
Common questions
Everything you need to know before we start working together.
Does this replace code review?
No. It handles the repetitive first pass, flagging obvious issues, so your engineers review what actually needs judgment.
Can it work with our existing CI/CD?
Yes. We scope it to your pipeline and tools rather than asking you to change how you already ship.
What does the migration tooling actually do?
It scans legacy code, applies the framework or dependency upgrade, and runs tests against the changes, so a migration doesn’t rely on manual line-by-line rewrites.
Will it introduce bugs?
Every change goes through automated tests and a human review step before merging. Nothing ships without a pass.
How much does this cost?
Pricing depends on codebase size and the scope of automation. You’ll get a scoped number after the discovery call.
How long does setup take?
A single review-automation use case can be live in 4 to 6 weeks. Larger migrations take longer depending on codebase size.
Does it work with our specific language or framework?
In most cases, yes. We scope compatibility during the discovery call before committing to a timeline.
Who maintains this after launch?
You do, with full documentation, or we do under a monthly support retainer if you’d rather not manage it in-house.