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A Spend Cap That Stops Counting Is Already Fail-Open

A Spend Cap That Stops Counting Is Already Fail-Open

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Comments 13
20 min read
AI agents hallucinate. Here is how to cryptographically notarize their output for $0.01

AI agents hallucinate. Here is how to cryptographically notarize their output for $0.01

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3 min read
The Harness Is Everything That Survives When the Context Forgets

The Harness Is Everything That Survives When the Context Forgets

Comments 2
9 min read
I put an AI agent on a timer. Overnight it burned 136M tokens doing almost nothing.

I put an AI agent on a timer. Overnight it burned 136M tokens doing almost nothing.

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4 min read
I Built a DLP Agent That Learns From Every Click — Here's How

I Built a DLP Agent That Learns From Every Click — Here's How

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Comments 1
5 min read
Human-in-the-Loop Design for Email Agents

Human-in-the-Loop Design for Email Agents

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5 min read
OpenCode Tool Calling Internals

OpenCode Tool Calling Internals

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Comments 3
13 min read
The Agent Worked. The Maintenance Plan Didn't.

The Agent Worked. The Maintenance Plan Didn't.

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2 min read
Your AI agent says "done." Who checks that from outside the agent?

Your AI agent says "done." Who checks that from outside the agent?

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Comments 53
5 min read
How my AI built its own business, then cheated its way to the top

How my AI built its own business, then cheated its way to the top

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2 min read
Your AI Agent Folds When You Push Back: Measured Sycophancy and a Challenge-Triggered Verification Gate

Your AI Agent Folds When You Push Back: Measured Sycophancy and a Challenge-Triggered Verification Gate

Comments 25
9 min read
You Are Debugging a Distributed System With Single-Process Tools. That Is Why It Takes Days.

You Are Debugging a Distributed System With Single-Process Tools. That Is Why It Takes Days.

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4 min read
tracesage: See Inside Your LangGraph Agents

tracesage: See Inside Your LangGraph Agents

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6 min read
I built a CLI to drive every AI coding agent from one interface

I built a CLI to drive every AI coding agent from one interface

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Comments
7 min read
Cap LLM Token Spend on MCP Agents: Cost-Scaled Limits Beyond Call Counts

Cap LLM Token Spend on MCP Agents: Cost-Scaled Limits Beyond Call Counts

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4 min read
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