A curated newsletter exploring why AI productivity gains are unevenly distributed across engineering teams. Topics include the shift toward cloud-based software factories, the risks of removing human code review from agentic pipelines, how bloated AI agent org charts amplify organizational chaos via a variant of Conway's Law, the widening productivity gap between elite AI teams and others, the importance of preserving iterative design context across AI handoffs, and the hidden cost of noisy sub-agents polluting orchestrator context windows. Features an interview with Asana CPO Arnab Bose on agentic work management and Asana's acquisition of Stack AI.
Table of contents
1. Moving the assembly line to the cloud2. Pushing back against the dark factory3. The danger of bloated agentic org charts4. The engineering productivity gap: how elite AI teams are pulling away5. Protecting Your First Drafts from AI6. The hidden cost of noisy sub-agents154 Impressions