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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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Why is Your Chatbot Saving "Good Morning" as the Customer's Name? 🤖🤦‍♂️

Why is Your Chatbot Saving "Good Morning" as the Customer's Name? 🤖🤦‍♂️

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3 min read
AI Harness: The Operating System for the Next Generation of Intelligent Applications

AI Harness: The Operating System for the Next Generation of Intelligent Applications

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4 min read
AI Copilot vs AI Agent Architecture - What's Actually Different (And Why It Matters)

AI Copilot vs AI Agent Architecture - What's Actually Different (And Why It Matters)

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7 min read
Agents don't fail like APIs

Agents don't fail like APIs

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4 min read
Building "Captain Cool"

Building "Captain Cool"

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4 min read
🏏 Building “Captain Cool” — A Multi-Agent IPL Strategist Powered by Google Gemini

🏏 Building “Captain Cool” — A Multi-Agent IPL Strategist Powered by Google Gemini

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4 min read
AI harness engineering is an interesting field, but testing can get costly really fast!

AI harness engineering is an interesting field, but testing can get costly really fast!

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2 min read
Tired of Manual Movie Hunting? I Built an AI Agent Skill to Automate My NAS Downloads

Tired of Manual Movie Hunting? I Built an AI Agent Skill to Automate My NAS Downloads

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2 min read
The Agent Control Plane is an SRE Problem: Governing the Orchestration Layer Nobody is Watching

The Agent Control Plane is an SRE Problem: Governing the Orchestration Layer Nobody is Watching

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5 min read
Agent Sprawl is Your Next Production Incident: An SRE Response to Datadog's State of AI Engineering 2026

Agent Sprawl is Your Next Production Incident: An SRE Response to Datadog's State of AI Engineering 2026

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5 min read
A2A + MCP in Production: The SRE Reliability Framework Nobody Has Written Yet

A2A + MCP in Production: The SRE Reliability Framework Nobody Has Written Yet

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8 min read
SLO Design for Agentic AI Systems — Why Traditional Reliability Metrics Break (and What to Use Instead)

SLO Design for Agentic AI Systems — Why Traditional Reliability Metrics Break (and What to Use Instead)

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4 min read
Agentic AI’s Token Debt: Why Multi-Step Tool Chains Blow Up Your Context Window And How Semantic Distillation Fixes the O(N ) Problem

Agentic AI’s Token Debt: Why Multi-Step Tool Chains Blow Up Your Context Window And How Semantic Distillation Fixes the O(N ) Problem

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4 min read
AgentCore - The Foundation of Agentic AI Systems

AgentCore - The Foundation of Agentic AI Systems

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

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

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6 min read
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