@kinlane

What Spec-Driven Integration Actually Looks Like in Practice

3d ago · 4 min read · I feel like the phrase "spec-driven" gets attached to a lot of things. Spec-driven development. Spec-driven testing. Design-first API development. In each case the idea is the same: start with a speci

Closing the API Visibility Gap Between GitHub and GitBook

Apr 16 · 9 min read · Every organization that I have worked with over the last 15 years has more APIs than anyone in that organization thinks it does. OpenAPI specs sit in GitHub repos that nobody outside the owning team h

Context Engineering Is Real. These Are Its Five Hardest Problems.

Apr 14 · 6 min read · Context engineering has crossed from conference buzzword to job requisition. Companies are hiring for the role. Teams are organizing around it. The discipline has real responsibilities: optimizing con

Capabilities Over Endpoints: A Better Unit of Work for the Agent Era

Apr 8 · 8 min read · I want to start with a confession. I have spent the last year wiring up Model Context Protocol (MCP) servers, and somewhere around the fifth integration I realized I was reinventing every mistake I ha