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How to Build a Pre-Action Gate for Your AI Agent (With Starter Code)
Most guides on AI agent safety tell you to write better prompts. Add a system instruction that says “be careful.” Maybe include “always verify before acting” somewhere in the rules. That works until it doesn’t. I’ve watched an AI system follow safety instructions perfectly for 150 messages, then quietly ignore them after context compression wiped […]
11 min
2,643 words
resources
Best LLM for Each Task: A Practitioner’s Reference Guide
Most AI vendors sell you one model at a flat fee. It works. Until it doesn’t. Picking the best LLM for each task is the difference between a system that scales and one that bleeds money. Here’s the pitch: “Unlimited AI, fixed price!” Under the hood, they’ve slapped a single budget model on everything: […]
13 min
3,211 words