1
Scope
Workstream, criteria, constraints, and review owner.
Ready to build
Ship a scoped production workstream and prove AI-native engineering can work
A focused 1-week pilot for product teams under backlog pressure. We take a priority feature, workflow, integration, or technical improvement through implementation, tests, review, documentation, and handoff inside your existing engineering process.
Open the one-page briefPilot delivery loop
A priority production workstream, moved through the same gates your team already trusts.
1-week pilot
2
Build
Repo-aware implementation shaped by existing patterns.
Reviewable PR
3
Verify
Tests, QA notes, edge cases, and explicit tradeoffs.
Passing checks
4
Review
Team review, requested changes, and quality gates.
Approved change
5
Ship
Demo the work and leave the reusable workflow behind.
Released + documented
Who this is for
Product teams under backlog pressure who need to prove disciplined AI-assisted engineering on real production work.
Product Managers
You have priority work and limited engineering capacity. You need results your team can see.
Founders
You need leverage without increasing headcount. You want evidence, not theory.
CTOs
You are evaluating AI-native practices. You need a safe way to validate impact on real production work.
Engineering Leads
You want your team to move faster without compromising quality or maintainability.
Pilot deliverables
Concrete artifacts by the end of the week, not a strategy deck.
Merged PR
A merged or merge-ready production outcome that meets agreed acceptance criteria.
Tests + QA notes
Coverage where it matters plus explicit manual verification notes.
Deployment support
Help getting the change through your normal release path.
Docs + handoff
Usage notes, implementation decisions, and follow-up context.
Workflow playbook
The AI-assisted engineering loop your team can inspect and reuse.
1-week pilot
How the engagement works
A meaningful production workstream, shipped through a tight Monday-Friday loop with visible checkpoints.
Mon
Scope
Choose a meaningful production workstream, define acceptance criteria, map the repo, and agree on review gates.
Tue-Wed
Build
Implement the highest-value path with AI-assisted repo search, patches, tests, and reviewer context.
Thu
Verify
Run checks, harden edge cases, document tradeoffs, and review the PR in your environment.
Fri
Ship + demo
Merge, stage, or demo the work, then hand off the repeatable workflow your team can inspect.
Boundaries & trust
Discipline, transparency, and your data stay front and center.
Your code, your data
Work happens in your repos and environments. You retain all IP.
Least-privilege access
We use scoped access with audit logs and remove access when we are done.
Transparent by default
You see progress, decisions, and changes throughout.
Quality over speed
We follow your standards, tests, and review process.
No lock-in
We leave you with code, docs, and context you can run with.
Ready to ship and prove it?
Let's scope the production workstream and get started.