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I Published Every Flaw My Safety Tool Can't Catch. It Made It More Credible, Not Less.

I Published Every Flaw My Safety Tool Can't Catch. It Made It More Credible, Not Less.

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8 min read
9 Bugs That All Looked Like a Working System

9 Bugs That All Looked Like a Working System

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Comments 1
10 min read
RAG security: the retrieved document is now your attack surface

RAG security: the retrieved document is now your attack surface

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Comments 1
3 min read
Migragent #1

Migragent #1

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4 min read
What changed in Apiarium after developers started using it

What changed in Apiarium after developers started using it

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Comments 3
3 min read
Why Your AI Agent Keeps Calling the Wrong Tool (and How to Fix It)

Why Your AI Agent Keeps Calling the Wrong Tool (and How to Fix It)

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2 min read
A reader read my benchmark better than I did

A reader read my benchmark better than I did

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7 min read
Your agent demo is rigged (mine was too), so I let the judges write the tests

Your agent demo is rigged (mine was too), so I let the judges write the tests

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4 min read
Why your RAG returns garbage (and it's not the model)

Why your RAG returns garbage (and it's not the model)

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4 min read
Why more context makes your AI answers worse

Why more context makes your AI answers worse

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4 min read
Why more context makes your AI answers worse

Why more context makes your AI answers worse

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4 min read
GLM-5.3 Costs ~1/40 of Claude Opus: What It Does to Your API Bill

GLM-5.3 Costs ~1/40 of Claude Opus: What It Does to Your API Bill

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5 min read
Why more context makes your AI answers worse

Why more context makes your AI answers worse

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4 min read
You can never backfill a read receipt: a blog comment fixed our AI pipeline

You can never backfill a read receipt: a blog comment fixed our AI pipeline

Comments 2
3 min read
Agentic Localization, Low to no cost for tokens.

Agentic Localization, Low to no cost for tokens.

Comments 1
4 min read
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