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The head chef model of AI collaboration

The head chef model of AI collaboration

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3 min read
Why You Should Never Let an LLM Decide Your AI Agent's Permissions

Why You Should Never Let an LLM Decide Your AI Agent's Permissions

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4 min read
Agent traces are not enough. Agent runs need operating records.

Agent traces are not enough. Agent runs need operating records.

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2 min read
Why Unknown Model Pricing Should Fail Closed in AI-Agent Runtimes

Why Unknown Model Pricing Should Fail Closed in AI-Agent Runtimes

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3 min read
Most AI agent memory never pays for itself

Most AI agent memory never pays for itself

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1 min read
Six Months of the Identity Layer: Why Anthropic, Microsoft, and OpenAI All Made the Same Bet

Six Months of the Identity Layer: Why Anthropic, Microsoft, and OpenAI All Made the Same Bet

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6 min read
Autonomous Beyond the Chatbox: Why AI Agents Require Dedicated Infrastructure to Work

Autonomous Beyond the Chatbox: Why AI Agents Require Dedicated Infrastructure to Work

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3 min read
Who Checks the Work?

Who Checks the Work?

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1 min read
Agent Leaderboards Mislead Under Distribution Shift (IBM): Predictive Validity

Agent Leaderboards Mislead Under Distribution Shift (IBM): Predictive Validity

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7 min read
Memory is becoming a procurement decision

Memory is becoming a procurement decision

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1 min read
Building Multi-Agent Systems: When Your AI Should Spawn More AIs

Building Multi-Agent Systems: When Your AI Should Spawn More AIs

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3 min read
Choosing the Right Model for Each Task in a Multi-Module AI Agent (Hermes Architecture)

Choosing the Right Model for Each Task in a Multi-Module AI Agent (Hermes Architecture)

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10 min read
5 lessons from 5 interviews on AI agents and web scraping

5 lessons from 5 interviews on AI agents and web scraping

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5 min read
Built a pay-per-call CVE fix remediation API for agents (x402, no account)

Built a pay-per-call CVE fix remediation API for agents (x402, no account)

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1 min read
Building agents that track a hypothesis and alert when the evidence changes

Building agents that track a hypothesis and alert when the evidence changes

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4 min read
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