The team at Daphnis Labs redefined what’s possible for Urbanface. They delivered a bespoke, animation-heavy website that remains incredibly quick and functional. The…
AI-assistedengineering loopswith human ownership.
Bring AI into your existing codebase and delivery workflow.
What Can We Accelerate?
Explore AI ServicesFeature Delivery
Code Modernisation
Testing & QA
Code Review
Release Workflows
Developer Copilots
What You Actually Get
- Delivery Backlog
- Repository Map
- Configured Assistant
- Pull-Request Rules
- Tool Connections
- CI Checks
- Deployment Gates
- Runbooks
- Feedback Log
- Delivery Dashboard
- Delivery Backlog
- Repository Map
- Configured Assistant
- Pull-Request Rules
- Tool Connections
- CI Checks
- Deployment Gates
- Runbooks
- Feedback Log
- Delivery Dashboard
A CSV export. Built, checked, reviewed.
Read this example
Let account owners export their own invoices.
- A scoped change. + GET /invoices/export + account_id = session.account + CSV headers + escaped cells Patch prepared.
- Checks run. ✓ Other accounts excluded ✓ Formula cells escaped ✓ Empty export handled Review evidence ready.
- Ready for an engineer. export-invoices.diff Permission checks and CSV tests attached. Awaiting code review · not merged.
A specific patch and its checks reach the engineer together.
Scripted illustration using sample information, not a client case study or a live system.
What Does It Take to Build?
Get a Custom EstimatePilot
- One repository
- One delivery path
- Pilot validation
- Most popular
Production
- One product
- Multiple workflows
- Team onboarding
- Production rollout
Multi-Team
- Multiple products
- Cross-team workflows
- Role-based access
- Shared reporting
- Ongoing support
- Founded in
- 2013
- Projects delivered
- 550+
- Client countries
- 43+
- Global offices
- 3
FAQs
What is included?
Planning, repository setup, build assistance, review and test gates, release controls and documentation. The engagement tier determines the scope.
Can you work with our existing codebase?
Yes. We start with your repository, architecture and conventions, then scope a suitable delivery path.
Does AI make changes without engineer approval?
AI can prepare implementation changes within agreed boundaries. Engineers review the changes, own final decisions and approve production releases.
How do you handle code review, testing and security?
Engineer review, lint, type checks and automated tests form the quality gates. Security checks and access boundaries are tailored to your codebase and release requirements.
Can this integrate with our existing Git and CI/CD workflow?
Yes. We connect the loop to your Git workflow, CI/CD checks and issue systems so engineers can review and release through familiar tools.
What affects cost and timeline?
Repository complexity, test coverage, integrations, security requirements and team count. We confirm scope and an estimate before implementation.
What would you like to ship?
Bring a repo or a backlog. We’ll scope the first delivery path.
