Real outcomes from product-engineering engagements with startups and software teams. Each project shows what happens when architecture decisions, hands-on delivery, and platform thinking come together.
$8M ARR · SaaS
Cloud costs spiraling out of control as they scaled. Infrastructure bills eating into margins.
Migrated to AWS ECS, optimized compute and storage, implemented auto-scaling policies.
45% reduction in cloud spend within 3 months
Fintech · Austin TX
Payment pipeline causing frequent incidents. Team constantly firefighting instead of building features.
Rebuilt payment pipeline with proper error handling, observability, and retry logic.
80% fewer incidents, team velocity doubled
Healthcare Tech
Needed technical diligence before Series A funding round. Lead investor required independent technical assessment.
Comprehensive code, architecture, and infrastructure review. Delivered investor-ready written report in 24 hours.
Gave lead investor confidence to close the round
We start by understanding what's actually broken, what's at stake, and what good looks like for your team.
Architecture that fits your constraints, delivery that ships on schedule, and systems that run reliably after we're gone.
Your team owns the work we do together. We transfer knowledge, document decisions, and make sure you can maintain it.