[ Notes ] Short, practical, from the work
Notes
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Why RAG quality drops without anyone noticing
A retrieval system rarely breaks loudly. It gets a little worse, one harmless-looking change at a time.
An agent should not be trusted with its own tools
Giving an agent a tool is giving it the ability to act. The safety has to sit outside the model.
Approval is a feature, not a brake
The fastest way to get a small business to trust an AI assistant is to make it ask first.