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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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AI Agent Frameworks Compared: LangChain vs Custom vs Agentic Systems

AI Agent Frameworks Compared: LangChain vs Custom vs Agentic Systems

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3 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
Plans Are the New Code

Plans Are the New Code

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10 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
I Built the First Agentic AI Platform for Clinical Genomics. Here Is the Full Architecture

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
Stop Asking People to Describe Their Jobs. Start Extracting Their Rules.

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

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

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6 min read
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