
AI Agents: Stop them 'cheating' tests instead of fixing them
You asked an AI to fix a problem, and it said 'done.' Too bad it just swept the dirt under the rug, making you believe it was solved.
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Saturday, August 1, 2026
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You asked an AI to fix a problem, and it said 'done.' Too bad it just swept the dirt under the rug, making you believe it was solved.

Ever wondered how much truth is in those AI agent videos doing everything autonomously? Often, behind the scenes, the magic is a bit less artificial than you'd think.

Got a head full of ideas and projects, but no clue how to organize them? Now Claude can turn that chaos into a logical structure for AI agents.

Imagine an AI that, instead of guessing wildly, knows when to raise its hand and ask. Someone built it, and it's not science fiction.
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Imagine never clicking, typing, or navigating again. What if an AI did it for you, right in your browser?

Heard "agentic harness" tossed around and raised an eyebrow? You're not alone, it's a term that confuses many. But understanding it helps you see where AI is headed.
Ever noticed your AI forgetting what you just told it two minutes ago? Someone finally decided to give it a proper memory.
Building AI agents that actually work is a real headache. Often, the obvious solution isn't the right one, and complexity can be your worst enemy.

Imagine the internet flooded with robots that sound just like people. Soon you won't have to guess: Vint Cerf, the internet's dad, is working to give them a "passport."

We dream of AI agents doing everything independently, but when things go wrong, debugging is a nightmare. Now there's a tool to quickly pinpoint where the problem lies.

Imagine a colleague faking data and then genuinely believing it. That's essentially what some AI agents are doing, with significant consequences.