Safe & Scalable AI Native Product Engineering

Discovery and Delivery infinity loop
Discovery and Delivery

Platform, Practices and People to help product teams move faster and safer.

Platform

Make AI-assisted delivery predictable.
  • PreventionBuild new features from specs with quality gates, so standards are enforced before anything reaches production
  • DetectionConnect delivery bottlenecks to their root causes, then prioritise fixes by business impact
  • CorrectionReduce technical debt safely with small, test-verified refactoring cycles — every change proven before it ships
Prevention — demo-app
Both gates approved. Current status:
Gate
Status
vision_approved
plan_approved
atdd_approved
approval_testing_complete
tdd_complete
mutation_verified
← next
driver_complete
review_approved
Next up: /avesta-mutation-testing
demo-app|feat/user-auth|Opus 4.6 (1M context)|
7%

Practices

The Discipline That Makes AI Deliver
  • Quality is structural, not a phaseTesting, architecture, and deployment discipline built into every step.
  • Deploy on demand, not on prayerSmall changes, independently verified, shipped when ready.
  • DORA metrics as the compassFour metrics that tell you whether your engineering is healthy.
  • The foundation AI actually needsAI amplifies whatever is already there. Strong practices give it something worth amplifying.
Practices — demo-app
Modern Test Pyramid
Quality is structural, not a phase — each layer has the right test type.
E2E / Smoke Tests3 tests · Deployed system
Acceptance Tests9 tests · System behavior
Contract Tests6 tests · API boundaries
Component Tests9 tests · HTTP endpoints
Integration Tests4 tests · Database / I/O
Sociable Unit Tests11 tests · Domain + App
Fast, many at the base → slow, few at the top · each level catches what the one below can't
No mocks with behavior expectations · Test data builders · Contract tests verify API boundaries · Smoke tests guard deploys
demo-app|feat/user-auth|Opus 4.6 (1M context)|
7%

People

Start With What You Need. Scale When You're Ready.
  • Platform CoachingWe set up the platform and train your team. You run it.
  • EnablementWe coach practices alongside your team until they're self-sufficient.
  • Value Stream TeamOur engineers embed in your product stream, delivering features with your team.
  • Product TeamWe own discovery and delivery end to end. You set the outcomes.

Platform Coaching

Your team. Our platform. Guided setup.

1–2 engineers

We set up Detection, Prevention, and Correction. Train your team. You run it.

Platform setup — Detection, Prevention, Correction configured
Team training — TDD, clean architecture, quality gates
Quarterly health check-ins and DORA reviews
When we step back, you keep:Full platform access, all practices documentation, DORA dashboards

Avesta

Guided setup with practices transfer — your team owns it from day one

Typical

Tool purchase with no adoption support — shelfware within a quarter

Same platform. Same practices. Every tier.

Case Studies — Our Expanding Expertise

For over a decade, Avesta has partnered with ambitious teams to engineer products that scale, perform, and earn user trust.

Propertytech

Propertytech

We test where it matters

Product Partnership Since: 2019

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Words from the People Who Build with Us