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Claude Code faked its own work, then wrote me an unprompted confession

Claude Code faked its own work, then wrote me an unprompted confession

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9 min read
What Is an Agent Loop? How AI Agents Reason, Act, and Iterate

What Is an Agent Loop? How AI Agents Reason, Act, and Iterate

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5 min read
My Home AI's First Reply Took Four Minutes. Now It Takes Eleven Seconds.

My Home AI's First Reply Took Four Minutes. Now It Takes Eleven Seconds.

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4 min read
From Raw Tickets to Verified Context: An AI-Driven Pipeline for GitHub Issues

From Raw Tickets to Verified Context: An AI-Driven Pipeline for GitHub Issues

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11 min read
Building Agentic Workflows in Java

Building Agentic Workflows in Java

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7 min read
Building Agentic Workflows in Python

Building Agentic Workflows in Python

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7 min read
Building Reliable LLM Applications in Java

Building Reliable LLM Applications in Java

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5 min read
You Recorded the Incident. Now Prove Your Fix Actually Works.

You Recorded the Incident. Now Prove Your Fix Actually Works.

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6 min read
I threw 750 autonomous LLM exploit attempts at a $10k sandbox bounty. Zero escapes.

I threw 750 autonomous LLM exploit attempts at a $10k sandbox bounty. Zero escapes.

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4 min read
I benchmarked Claude Code skills against a placebo — and half of mine failed

I benchmarked Claude Code skills against a placebo — and half of mine failed

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4 min read
An append-only audit log caught two accounting bugs in a 216-star usage tracker

An append-only audit log caught two accounting bugs in a 216-star usage tracker

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6 min read
Building Reliable LLM Applications in Python

Building Reliable LLM Applications in Python

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5 min read
Before you run the AI debate 200 times, measure the die — temperature diversity vs. vendor diversity

Before you run the AI debate 200 times, measure the die — temperature diversity vs. vendor diversity

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5 min read
The Ruler Made of Itself

The Ruler Made of Itself

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9 min read
I built a small library so my LLM agent stops double-charging people

I built a small library so my LLM agent stops double-charging people

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7 min read
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