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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 LangGraph Loops Stall Thought and OrKa Doesn't

🧠 Why LangGraph Loops Stall Thought and OrKa Doesn't

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Comments 2
1 min read
🔥 The Agent Registry Is a Trojan Horse

🔥 The Agent Registry Is a Trojan Horse

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Comments 1
2 min read
🧠 LoopNode: How OrKa Orchestrates Iterated Thought Until Agreement Emerges

🧠 LoopNode: How OrKa Orchestrates Iterated Thought Until Agreement Emerges

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Comments
3 min read
AgentUp: Build Production-Ready AI Agents in Minutes 🚀

AgentUp: Build Production-Ready AI Agents in Minutes 🚀

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Comments 1
12 min read
🧠 How Agents Use Memory (and How to Design It Right)

🧠 How Agents Use Memory (and How to Design It Right)

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Comments 1
1 min read
Vapi vs Monobot AI — Which One’s Better for Your AI Agent Stack?

Vapi vs Monobot AI — Which One’s Better for Your AI Agent Stack?

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2 min read
My Prompt: Student Assistant Bot

My Prompt: Student Assistant Bot

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1 min read
Kleos CLI: Mindsdb Knowledge Base supercharged

Kleos CLI: Mindsdb Knowledge Base supercharged

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8 min read
🧠 Beyond Structured Chaos

🧠 Beyond Structured Chaos

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7 min read
🤖 Agentic AI: Why Everyone’s Talking About the Future of Autonomous Intelligence

🤖 Agentic AI: Why Everyone’s Talking About the Future of Autonomous Intelligence

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Comments
4 min read
Hands-On with Amazon Bedrock Agents: Hotel Booking Assistant with Action Groups and Knowledge Bases

Hands-On with Amazon Bedrock Agents: Hotel Booking Assistant with Action Groups and Knowledge Bases

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Comments 3
9 min read
🔍 Do Agents Call Tools Every Time? Here's the Truth and How to Control It

🔍 Do Agents Call Tools Every Time? Here's the Truth and How to Control It

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Comments 3
2 min read
Developing AI Agent Application with Azure AI Foundry - Why and How?

Developing AI Agent Application with Azure AI Foundry - Why and How?

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14 min read
Top Business Use Cases for AI Agents in 2025

Top Business Use Cases for AI Agents in 2025

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3 min read
Autonomous AI Agents: The Future of Workflow Automation

Autonomous AI Agents: The Future of Workflow Automation

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Comments
10 min read
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