How we work
Outcomes, not activity
Illustrative scenarios showing how we approach each class of problem, and the outcomes this work targets. These are examples, not verified client engagements — we publish named case studies only with a client’s written permission.
B2B SaaSIllustrative example
Cut release regressions to near zero
Built an end-to-end automated test suite around a fragile release process, turning weekly hotfixes into confident deploys.
Test AutomationQA Consulting
−92%
Production bugs
StartupIllustrative example
A support agent that actually ships
Designed and built a production AI agent with evaluation and guardrails, deflecting routine tickets without going off the rails.
AI AgentsWeb Development
3×
Faster responses
Technology companyIllustrative example
From fragile MVP to store-ready
Hardened a rushed mobile MVP with a full QA pass and automated coverage, unblocking a confident public launch.
Mobile DevelopmentManual QA
−80%
Crash rate
Ship software you can trust.
Tell us what you’re building. We’ll show you how we’d build and test it.