The Grove
Practical thinking on agentic AI, engineering leadership, and the future of software development at scale.
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Five Categories of AI Tools That Almost Solve the Problem
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.
The Individual Gap: Why Your Best Developer's AI Skills Are Siloed
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.
Shadow AI is Already in Your Codebase. Here's What to Do About It.
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.
How to Actually Prove the ROI of Your AI Budget to the CFO
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.