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Why does my vector DB retrieval keep returning duplicate noise for my chat agent, and how to fix it?

Why does my vector DB retrieval keep returning duplicate noise for my chat agent, and how to fix it?

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7 min read
Six of the nine ways an AI agent fails look exactly like it working

Six of the nine ways an AI agent fails look exactly like it working

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9 min read
Your Agent Loop Didn't Fail at Step 41. Your Budget Did.

Your Agent Loop Didn't Fail at Step 41. Your Budget Did.

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4 min read
LLM Cascades Violate the Ensemble Theory They're Built On

LLM Cascades Violate the Ensemble Theory They're Built On

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5 min read
My AI agents' shared memory now sleeps on its own, and stopped losing conversations

My AI agents' shared memory now sleeps on its own, and stopped losing conversations

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2 min read
My checklist for reading computer use benchmarks

My checklist for reading computer use benchmarks

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15 min read
Solving the Non-Deterministic Routing Problem in Multi-Tool AI Agents

Solving the Non-Deterministic Routing Problem in Multi-Tool AI Agents

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4 min read
How I Turned Scattered Workstations into a Super Agentic Setup

How I Turned Scattered Workstations into a Super Agentic Setup

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3 min read
Taking a React coding agent from a patch to a verified fix

Taking a React coding agent from a patch to a verified fix

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4 min read
My side project cost $1,278 in tokens. I built a tool to find out where it went.

My side project cost $1,278 in tokens. I built a tool to find out where it went.

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6 min read
One key for an agent's tool calls: a prepaid USDC balance on an MCP connection

One key for an agent's tool calls: a prepaid USDC balance on an MCP connection

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1 min read
Autopilots in Microsoft Foundry: The Identity Model Behind Agents That Act as Themselves

Autopilots in Microsoft Foundry: The Identity Model Behind Agents That Act as Themselves

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18 min read
Minke: lencx's Local-First Desktop Workspace for Your AI Agent

Minke: lencx's Local-First Desktop Workspace for Your AI Agent

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2 min read
AI agents: OpenAI bots probed public and university sites

AI agents: OpenAI bots probed public and university sites

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9 min read
Practical Patterns for AI Agent Governance in Production

Practical Patterns for AI Agent Governance in Production

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2 min read
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