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I built an autonomous treasury agent, then let a code review bot find every way it could lose money

Deterministic risk math beats LLM guesswork

I built an autonomous treasury agent, then let a code review bot find every way it could lose money

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Comments 7
5 min read
Your agent can't safely read a web page it hasn't read yet

Your agent can't safely read a web page it hasn't read yet

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3 min read
Claude Opus 5 is Here: What Developers Need to Know About the Safety "Fine Print"

Claude Opus 5 is Here: What Developers Need to Know About the Safety "Fine Print"

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3 min read
AI Can Remember Your Code. But Can It Remember Why?

AI Can Remember Your Code. But Can It Remember Why?

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Comments 5
4 min read
9 Ways Your AI Agent Silently Fails (and How to Catch Each)

Tackling stealthy gray failures

9 Ways Your AI Agent Silently Fails (and How to Catch Each)

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Comments 26
8 min read
Your Tests Were Green Because the Gate Was Never Wired In

Verification agents found 19 defects in green code

Your Tests Were Green Because the Gate Was Never Wired In

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Comments 7
8 min read
Should an AI agent's memory decide what is true?

Should an AI agent's memory decide what is true?

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4 min read
Anthropic deleted 80% of Claude Code's system prompt. No regression.

Anthropic deleted 80% of Claude Code's system prompt. No regression.

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2 min read
I was solving agent portability at the wrong boundary

I was solving agent portability at the wrong boundary

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Comments 22
4 min read
We entered 21 agent-marketplace bounties and won zero. The math says that was the expected result.

We entered 21 agent-marketplace bounties and won zero. The math says that was the expected result.

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5 min read
AI Agent 市场设计:让 Agent 像 App 一样被交易与编排

AI Agent 市场设计:让 Agent 像 App 一样被交易与编排

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2 min read
Who teaches an agent to take the L?

Who teaches an agent to take the L?

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4 min read
Why your AI coding agents keep reopening the same bugs

Why your AI coding agents keep reopening the same bugs

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1 min read
MCP 协议集成实战:让 AI Agent 调用任意工具

MCP 协议集成实战:让 AI Agent 调用任意工具

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4 min read
How to design safe tool permissions for AI agents in production apps

How to design safe tool permissions for AI agents in production apps

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Comments 1
6 min read
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