
AI Agents: A New Tool to Audit What They're Really Doing
Thought your AI agent was a flawless professional? Maybe it's time for a little peek, just to make sure it's not messing things up.
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Tuesday, September 15, 2026
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Thought your AI agent was a flawless professional? Maybe it's time for a little peek, just to make sure it's not messing things up.

Imagine buying something at one price and instantly selling it higher, effortlessly. It's every trader's dream, and now a new bot attempts to do just that.

A new AI model called Qwen2.5-Coder-1.5B-python-MyTune has appeared on HuggingFace, created by karim0010. It's been specifically tuned to write Python code, and here's the interesting part: it's not a heavyweight beast that needs a supercomputer. It weighs just 1.5 billion parameters.
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There's a free course on GitHub that teaches you how to actually design, build, and run real AI agents in production—not just theory stuff. It's built by people who actually know what they're doing, and the premise is smart: to learn agents, you need to think like one.

Someone just took the architecture that powers Claude's agents and rewrote it in Python on top of LangChain. It's not a knockoff—it's a clever reverse-engineering of how AI agents actually think.