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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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How to Build AI Agents That Actually Learn From Their Mistakes

How to Build AI Agents That Actually Learn From Their Mistakes

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18 min read
Hardening Cheatsheet for Claude Code's settings.json

Hardening Cheatsheet for Claude Code's settings.json

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4 min read
The New AI Agent Primitive: Why Policy Needs Its Own Language (And Why YAML and Rego Fall Short)

The New AI Agent Primitive: Why Policy Needs Its Own Language (And Why YAML and Rego Fall Short)

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3 min read
Our AI Tutor Never Forgets Your Mistakes - Here's How We Built the Memory

Our AI Tutor Never Forgets Your Mistakes - Here's How We Built the Memory

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4 min read
Self-Refining Agents in Spec-Driven Development

Self-Refining Agents in Spec-Driven Development

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3 min read
Building Gemini Screen Scribe: A Multimodal Chrome Extension for Developer Communication

Building Gemini Screen Scribe: A Multimodal Chrome Extension for Developer Communication

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10 min read
Running Claude Agent SDK with Skills on Amazon Bedrock

Running Claude Agent SDK with Skills on Amazon Bedrock

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3 min read
I Tested Playwright's New AI Agents Against AI-Native Testing Platforms. Here's What I Found.

I Tested Playwright's New AI Agents Against AI-Native Testing Platforms. Here's What I Found.

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9 min read
AI Isn’t Failing Because It’s Dumb — It’s Failing Because It Forgets

AI Isn’t Failing Because It’s Dumb — It’s Failing Because It Forgets

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6 min read
The Future of Agentic AI

The Future of Agentic AI

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8 min read
Moving Beyond the Chatbot

Moving Beyond the Chatbot

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3 min read
How Two Research Papers Made Me Realize My University Robot Assignment Was Actually Cutting-Edge AI

How Two Research Papers Made Me Realize My University Robot Assignment Was Actually Cutting-Edge AI

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4 min read
From Chatbots to Agentic Systems: Why We Migrated ANTICIPA from Dialogflow to Mastra AI

From Chatbots to Agentic Systems: Why We Migrated ANTICIPA from Dialogflow to Mastra AI

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4 min read
One Person vs. an 8-Person Dev Team: The New Economics of Shipping Software

One Person vs. an 8-Person Dev Team: The New Economics of Shipping Software

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6 min read
Why Self-Learning Agent Needs More Than Memory

Why Self-Learning Agent Needs More Than Memory

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3 min read
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