Blog

Articles, guides, and updates from the SEDI team.

Product March 15, 2026 Product Team 5 min read

Designing an inference API that developers actually enjoy using

Lessons from building our REST API: what we prioritized, what we cut, and why streaming, batching, and type safety matter more than features.

Engineering March 8, 2026 Product Team 6 min read

A technical deep-dive into our GPU pre-warm strategy, the data that drove the decisions, and the trade-offs we accepted.

Engineering February 22, 2026 Product Team 6 min read

How we use pre-deploy validation, canary analysis, and automatic rollbacks to ship AI models confidently - without a dedicated ML team.