// Hacker Noon · 1 June 2026

The Next Bottleneck in AI-Assisted Engineering Isn’t Code

In this discussion I layout the case for managed pools and reservations as a way to manage these new resources and be able to measure the impacts of AI tools on the SDLC and throughput of teams.

Hacker Noon

@hacker-noon · Brian Zimbelman

hackernoon.com

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