A personal bloghttps://blog.bryanl.dev/https://blog.bryanl.dev/posts/ai-senior-engineer-pipeline/https://blog.bryanl.dev/posts/ai-senior-engineer-pipeline/Most organizations never had a model for developing engineers. They had an environment that produced growth by accident. AI just made the luck run out.Sun, 08 Mar 2026 00:00:00 GMThttps://blog.bryanl.dev/posts/change-intent-records/https://blog.bryanl.dev/posts/change-intent-records/Git tells us what changed. ADRs tell us why we chose an architecture. But when AI writes the code, we need something new: a record of intent.Sat, 31 Jan 2026 00:00:00 GMThttps://blog.bryanl.dev/posts/agent-framework-vision/https://blog.bryanl.dev/posts/agent-framework-vision/Agents choke on context, loop on failures, and dump walls of code for review. It's time to rethink the architecture.Sun, 28 Dec 2025 00:00:00 GMT