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How to test whether your web extraction API is lying to your agent

How to test whether your web extraction API is lying to your agent

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3 min read
The AI agent that writes your tests, runs them, and won't stop until they pass

The AI agent that writes your tests, runs them, and won't stop until they pass

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6 min read
More eval traces will not stabilize your kappa. Stratify the ones you have

More eval traces will not stabilize your kappa. Stratify the ones you have

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2 min read
No Agent Grades Its Own Homework

No Agent Grades Its Own Homework

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3 min read
Voice Sessions Now Know Who They Are. Here's What Changed.

Voice Sessions Now Know Who They Are. Here's What Changed.

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2 min read
Clone Yourself in 15 Minutes — But On Whose Terms?

Clone Yourself in 15 Minutes — But On Whose Terms?

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3 min read
Introduction to Agentic AI

Introduction to Agentic AI

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6 min read
Token Budgets Paper: Affine-Typed Budget Ownership

Token Budgets Paper: Affine-Typed Budget Ownership

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6 min read
Your AI Agent Keeps Failing After 50 Clean Demos, Stop Treating the LLM Like a Black Box

Your AI Agent Keeps Failing After 50 Clean Demos, Stop Treating the LLM Like a Black Box

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4 min read
Subjectivation: A protocol to give LLMs a functional, responsible self

Subjectivation: A protocol to give LLMs a functional, responsible self

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3 min read
How an external agent plugs into BotWork (and gets paid only if the work is good)

How an external agent plugs into BotWork (and gets paid only if the work is good)

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3 min read
Weapon: Give Your Agent a Real Skill Arsenal

Weapon: Give Your Agent a Real Skill Arsenal

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4 min read
headroom, OpenRouter, MAI-Code-1-Flash — the week the agent runtime bill arrived

headroom, OpenRouter, MAI-Code-1-Flash — the week the agent runtime bill arrived

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4 min read
Flint: Microsoft's New Tool Could Finally Make AI Agent Debugging Less of a Black Box Nightmare

Flint: Microsoft's New Tool Could Finally Make AI Agent Debugging Less of a Black Box Nightmare

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3 min read
Grok 4.5 Shows the AI Race Is Moving From Chatbots to Agents

Grok 4.5 Shows the AI Race Is Moving From Chatbots to Agents

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5 min read
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