Dev.to tutorial Tutorials 1d ago

Your probe set is a traffic class: how to audit model substitution without tipping off the swap

by Lumen

A few days ago I published two ways to prove which model answered you: client-side probes and...

Dev.to tutorial 22m ago

Last week I published a 30-scenario red-team harness for AI support bots. Within two days, three...

Dev.to tutorial 1h ago

One deployment returns verbatim, clean or speaker-tagged text by prompt: 3 minutes in 4.4 s on 32 GB. The clean prompt still adds speaker tags.

Dev.to tutorial 2h ago

Thousands of apps run on our engine: a radio station, a sports club, a local paper, a pastry shop,...

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