https://www.stefanhorne.com/blog Writing by Stefan Horne on software engineering, AI-native workflows, reliability, and product delivery. en Thu, 11 Jun 2026 00:00:00 GMT https://www.stefanhorne.com/post/an-agent-takes-the-shape-of-its-context https://www.stefanhorne.com/post/an-agent-takes-the-shape-of-its-context Thu, 11 Jun 2026 00:00:00 GMT SCOPED is a working vocabulary for structuring context so agents can navigate a workspace instead of a fuzzy pile. https://www.stefanhorne.com/post/ai-native-engineering https://www.stefanhorne.com/post/ai-native-engineering Fri, 05 Jun 2026 00:00:00 GMT Using AI well in engineering means designing the loop around it, not lowering the bar. https://www.stefanhorne.com/post/engineering-memory-infrastructure https://www.stefanhorne.com/post/engineering-memory-infrastructure Sat, 30 May 2026 00:00:00 GMT Why coding agents need project history with provenance, ownership, and freshness, not just larger context windows.