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NetworkManager Works To Enforce AI Policy By Tricking AI Agents To Add A Canary

Last month the NetworkManager project adopted an AI coding policy where authors are responsible for 100% of the code they submit and must be able to explain it all. In an attempt to catch AI coding agents that may be trying to bypass their policy, they have added an interesting canary to the project to try to catch such AI-generated patches so they can then be automatically dealt with...

We haven't written up this one. Phoronix has the full story — the link below goes straight to it.

Read the original at phoronix.com →

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Rehearse Agent Token Ceilings on Free Servers

An agent that never stops looks a lot like an agent that is working. Rehearse the token ceiling on a free server with a hard stop rule so you meet BUDGET_EXHAUSTED in a test, not on a paid invoice.

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