The most underrated dataset in enterprise AI is your org chart | Rippling's Albert Strasheim
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A newsletter covering several AI-in-engineering topics: Rippling CTO Albert Strasheim argues the employee graph (org chart) is a critical dataset for enterprise AI agents. Other items include the Linux Foundation launching the first MCP certification (MCPA), CircleCI rewriting its CLI with agent-friendly JSON output and stable exit codes, a longitudinal study showing AI doubles code output but also doubles reviewer workload creating a bottleneck, and an explainer on loop engineering for multi-tier AI agent systems.
Table of contents
1. The endless echo of isRecord2. A new standard for MCP3. Zooming out on loop engineering4. The engineering productivity gap: how elite AI teams are pulling away5. Shifting the CLI left for agents6. The widening gap in the velocity paradox164 Impressions