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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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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
We built an execution layer for AI agents 🤖👾 here's what that means..

We built an execution layer for AI agents 🤖👾 here's what that means..

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1 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
Agentic AI in software development: what's actually production-ready in 2026

Agentic AI in software development: what's actually production-ready in 2026

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3 min read
Why Most APIs Fail in AI Systems and How To Fix It

Why Most APIs Fail in AI Systems and How To Fix It

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5 min read
The Missing Layer in AI Agent Security: Auditability Is Not Observability

The Missing Layer in AI Agent Security: Auditability Is Not Observability

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3 min read
We Spent Months Building a Self-Improving AI System. Here’s What Actually Happened.

We Spent Months Building a Self-Improving AI System. Here’s What Actually Happened.

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4 min read
Why Your AI Agent Keeps Making the Same Mistakes (It's Not the Model)

Why Your AI Agent Keeps Making the Same Mistakes (It's Not the Model)

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3 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
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
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