Prototype to production
You built the first version. We help make it dependable.
AI-assisted development can get a product in front of users fast. When reliability, security, integrations, or maintainability become the bottleneck, we review what exists and fix what actually needs fixing.
What we examine
A product review, not an automatic rewrite.
The goal is to preserve the useful work, find the important risks, and prioritize the least disruptive path to production.
Architecture and maintainability
Review dependencies, data model, boundaries, deployment configuration, and the cost of future changes.
Access and data protection
Inspect authentication, permissions, secrets handling, sensitive data flows, and third-party exposure.
Reliability and testing
Identify fragile flows, missing automated coverage, failure states, and release risks.
Performance and operations
Review latency, capacity, logging, backups, rollback, and deployment processes.
How it works
Evidence first. Then engineering.
01 / Review
Inspect the repo, environment, key user journeys, and known problems with appropriate access.
02 / Prioritize
Deliver a risk register and a staged, estimate-backed implementation plan.
03 / Stabilize
Address the agreed critical issues, add tests and operational controls, and validate the release.
Start a project
Have users, but not confidence in your codebase?
Send us a high-level description of the product and the problems you're seeing. We can scope a technical review without assuming the entire app needs rebuilding.