Blogs

Stories From The Build

Engineering notes, project retrospectives, and lessons learned from building cloud infrastructure and AI systems in production.

A behind-the-scenes look at the technical debt that forced our hand, the architecture decisions we made, and what we'd do differently starting over.

Latency budgets, failure modes, and the orchestration patterns that actually held up under load.

Caching strategy, parallelization, and the surprising bottleneck we found in our test suite.

Why we chose PostgreSQL over three trendier alternatives, and haven't looked back since.