Insights & Resources

From Our Engineering Blog

Deep technical dives, architecture case studies, and lessons learned from building software for the world's most ambitious teams.

AI Engineering

Jan 28, 2026

How We Integrated GPT-4o Into a Legacy Healthcare System

A deep dive into modernizing a 15-year-old medical records platform with AI-powered search and summarization capabilities.

Sarah Chen

Lead AI Engineer

The architectural decisions, trade-offs, and performance optimizations that took our client from startup to scale.

Step-by-step strategies for migrating production workloads to Kubernetes without impacting your end users.

How we designed and deployed a streaming analytics system processing 2 billion events per day for a major e-commerce platform.

What we learned building and maintaining a design system used by 12 product teams across three time zones.

A comprehensive look at authentication, rate limiting, and threat detection patterns for high-traffic API gateways.