Blog
The Monorepo Is Your AI's Connective Tissue
The monorepo was always a bet on shared understanding. In the AI era, that bet pays exponentially — if you evolve what lives in the repo alongside the code.
Agentic Coding Is an Amplifier, Not a Foundation
Agentic coding doesn't change what engineering discipline requires. It raises the stakes at which discipline — or its absence — shows up in your results.
You Let Yourself Be Replaced
AI replacement is not something done to you. The data shows who actually loses — and it follows those who stop engaging with their own work.
Company Knowledge OS: Curation Over Accumulation
Most teams dump everything into a vector database and call it knowledge management. The ones that win curate instead — signal over noise.
The Age of the Personal OS
AI executes well, originates poorly. Personal operating systems are how structured expertise compounds into something a machine can act on, and scales to teams.
We're Designing AI-Era Teams Without a Blueprint
AI pushed engineering up another layer. No playbook for team design exists yet — and the data shows what happens when leaders pretend it does.
You Can't Vibe Code Past Your Own Engineering Judgment
Vibe coding amplifies engineering judgment, it doesn't replace it. A real experiment with Claude Code shows where skill limits become output limits.