Engineering

Most teams treat test speed as a byproduct. We treated it as an engineering system with measurable bottlenecks and explicit design constraints — and cut CI wall-clock time from ~45 minutes to ~12 minutes.

Building MCP servers from scratch involves significant manual effort, from schema duplication to managing SSE lifecycles. We explore the 'Engineering Tax' of AI integration.

Explore why Server-Sent Events (SSE) is the superior transport layer for production MCP servers, offering resilience, firewall compatibility, and native reconnection.

An introduction to the Model Context Protocol (MCP) and how it solves the 'Context Gap' by shifting from hardcoded integrations to dynamic discovery.

Why we chose a declarative language over arbitrary JS for our plugin system.

A deep dive into how we built a high-performance transformation layer to bridge the gap between modern frontends and decades-old backend schemas.