Writing about APIs, developer tools, AI, and open source.https://wtrocki.com/https://wtrocki.com/blog/ai-log-analysis-build-systems/https://wtrocki.com/blog/ai-log-analysis-build-systems/Practical lessons from building an automated build reasoning system on top of Evergreen using AI agents and MCP. Learn how to move from raw log ingestion to structured, agentic log analysis that actually works.Sun, 12 Oct 2025 00:00:00 GMThttps://wtrocki.com/blog/rollout-is-the-new-deployment/https://wtrocki.com/blog/rollout-is-the-new-deployment/Why safe rollouts need shadow mode, kill switches, circuit breakers, and runbooks you actually test. A practical framework for treating rollout as a platform primitive.Sat, 03 May 2025 00:00:00 GMThttps://wtrocki.com/blog/platform-engineering-foundation-autonomous-agents/https://wtrocki.com/blog/platform-engineering-foundation-autonomous-agents/As AI accelerates product delivery, platform engineering must absorb the reliability burden. This post explores the shifting responsibilities of platform teams, the five pillars of the platform contract, and how operational excellence keeps product and platform aligned.Sun, 02 Mar 2025 00:00:00 GMThttps://wtrocki.com/blog/first-post/https://wtrocki.com/blog/first-post/Introducing a new centralized space for technical writing — reflections on two decades of publishing across platforms, why I still write manually in the age of AI, and what this blog is (and isn't) about.Tue, 24 Dec 2024 00:00:00 GMT