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Agent Series (21): Harness Testing — 45 Tests, How They're Designed, and What Bugs They Found

Agent Series (21): Harness Testing — 45 Tests, How They're Designed, and What Bugs They Found

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6 min read
Stop Judging Every Run: Eval Sampling Is a Budget Decision, Not a Coverage One

Stop Judging Every Run: Eval Sampling Is a Budget Decision, Not a Coverage One

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5 min read
How I use Perplexity as an intelligence layer without giving it control

How I use Perplexity as an intelligence layer without giving it control

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3 min read
AI Workflows vs AI Agent Coordination: Why You Need Both

AI Workflows vs AI Agent Coordination: Why You Need Both

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2 min read
I'm trying to teach my agents what "now" means. Here's how far I've gotten.

I'm trying to teach my agents what "now" means. Here's how far I've gotten.

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4 min read
We ran Composer 2.5 and 2.5 Fast across 11 skills. Surprisingly, Fast won.

We ran Composer 2.5 and 2.5 Fast across 11 skills. Surprisingly, Fast won.

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4 min read
Drafts as a Human Approval Gate for Agent Email

Drafts as a Human Approval Gate for Agent Email

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5 min read
MCP and Email: Wiring an Agent Account Into Your AI Stack

MCP and Email: Wiring an Agent Account Into Your AI Stack

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5 min read
Why AI Agents Need More Than a Prompt-and-Response Loop

Why AI Agents Need More Than a Prompt-and-Response Loop

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3 min read
df Said My Sandbox Had No Disk Left. It Wasn't Wrong, It Just Wasn't Answering the Question I Asked

df Said My Sandbox Had No Disk Left. It Wasn't Wrong, It Just Wasn't Answering the Question I Asked

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4 min read
Optimizing for Agents with llms.txt

AI Engineer World's Fair Coverage

Optimizing for Agents with llms.txt

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3 min read
AWS Weekend Agent Challenge: Daybreak

AWS Weekend Agent Challenge: Daybreak

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4 min read
Agent Dark Matter: The Invisible Crisis in Your AI Stack

Agent Dark Matter: The Invisible Crisis in Your AI Stack

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8 min read
Stop Feeding Your AI Agent Massive i18n Files: Use MCP Instead

Stop Feeding Your AI Agent Massive i18n Files: Use MCP Instead

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5 min read
Building Your First AI Agent with .NET and Azure AI Foundry

Building Your First AI Agent with .NET and Azure AI Foundry

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4 min read
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