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Agent.ai Challenge

This is the official tag for submissions and announcements related to the Agent.ai Challenge.

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We Lost $323. Then We Found a 75% Win Rate. Here's Everything That Happened.
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We Lost $323. Then We Found a 75% Win Rate. Here's Everything That Happened.

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6 min read
I Built the First Agentic AI Platform for Clinical Genomics. Here Is the Full Architecture
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I Built the First Agentic AI Platform for Clinical Genomics. Here Is the Full Architecture

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7 min read
Building Sentinal: A Multi-Agent AI System to Break Doomscrolling

Building Sentinal: A Multi-Agent AI System to Break Doomscrolling

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2 min read
The Layers Beneath A2A: Notes From Running a Live Multi-Agent Society

The Layers Beneath A2A: Notes From Running a Live Multi-Agent Society

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5 min read
🚀 ROSE: Rethinking Computer Vision as a Retrieval-Augmented 🤖 System
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🚀 ROSE: Rethinking Computer Vision as a Retrieval-Augmented 🤖 System

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7 min read
Stop Asking People to Describe Their Jobs. Start Extracting Their Rules.
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Stop Asking People to Describe Their Jobs. Start Extracting Their Rules.

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15 min read
Your Multi-Agent System Isn't Failing Because the Model Is Dumb. It's Failing Between the Agents.

Your Multi-Agent System Isn't Failing Because the Model Is Dumb. It's Failing Between the Agents.

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5 min read
AWS DevOps Agent: Automated Incident Response and Root Cause Analysis on AWS
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AWS DevOps Agent: Automated Incident Response and Root Cause Analysis on AWS

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6 min read
Your Multi-Agent System Probably Uses 1 Pattern. Here Are 12.
Cover image for Your Multi-Agent System Probably Uses 1 Pattern. Here Are 12.

Your Multi-Agent System Probably Uses 1 Pattern. Here Are 12.

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7 min read
Superintelligence With a 26B Model? It Might Actually Be Possible

Superintelligence With a 26B Model? It Might Actually Be Possible

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7 min read
How We Evaluate AI Agents Before Recommending Them to Clients
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How We Evaluate AI Agents Before Recommending Them to Clients

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8 min read
Building autonomous AI agents is fun. Securing their access in production is a nightmare.

Building autonomous AI agents is fun. Securing their access in production is a nightmare.

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3 min read
Why I Reimplemented 22 Unix Tools in Go for AI Agents
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Why I Reimplemented 22 Unix Tools in Go for AI Agents

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5 min read
All Data and AI Weekly #236-06-April-2026
Cover image for All Data and AI Weekly #236-06-April-2026

All Data and AI Weekly #236-06-April-2026

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13 min read
The Architecture Behind AI Agent Marketplaces

The Architecture Behind AI Agent Marketplaces

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7 min read
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