Practical thinking on agentic AI, engineering leadership, and the future of software development at scale.
LLM gateways, engineering analytics, copilot dashboards, observability platforms, and agent enablement tools each solve a piece of the puzzle. Here's why none of them — alone or stitched together — solve the organizational AI problem.
When your frontier developer figures out a breakthrough AI workflow, that knowledge stays trapped on their laptop. Here's why that's your biggest engineering risk in 2026.
Developers don't wait for IT approval — they use the tools that make them fast. How to get ahead of Shadow AI before your CISO does.
Most AI ROI frameworks are either too vague to act on or too narrow to be credible. Here's the measurement model we use with enterprise customers.