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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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1 min read
🔥 The Agent Registry Is a Trojan Horse

🔥 The Agent Registry Is a Trojan Horse

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2 min read
The Bug That Cost Us $10,000: A Postmortem on a Rogue AWS Lambda Function

The Bug That Cost Us $10,000: A Postmortem on a Rogue AWS Lambda Function

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3 min read
🧠 LoopNode: How OrKa Orchestrates Iterated Thought Until Agreement Emerges

🧠 LoopNode: How OrKa Orchestrates Iterated Thought Until Agreement Emerges

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3 min read
Build a Super-Smart Chatbot: Your Guide to RAG with Pinecone, OpenAI, and Claude 3.5 Sonnet

Build a Super-Smart Chatbot: Your Guide to RAG with Pinecone, OpenAI, and Claude 3.5 Sonnet

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3 min read
ChatGPT Agent Not Working? Here's How to Fix Common Issues

ChatGPT Agent Not Working? Here's How to Fix Common Issues

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

AgentUp: Build Production-Ready AI Agents in Minutes 🚀

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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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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
🧠 OrKa Cognitive Iteration Benchmark. Full Technical Report

🧠 OrKa Cognitive Iteration Benchmark. Full Technical Report

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9 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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4 min read
Build AutoGen Agents with Qwen3: Structured Output & Thinking Mode

Build AutoGen Agents with Qwen3: Structured Output & Thinking Mode

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13 min read
Acta’s Project Assistant Agent: Real-Time status report on Every Project, Straight From Your Meetings

Acta’s Project Assistant Agent: Real-Time status report on Every Project, Straight From Your Meetings

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2 min read
The Body Slows Down but the Dream Still Breathes

The Body Slows Down but the Dream Still Breathes

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1 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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9 min read
Top Frameworks for Multiagent Systems in 2025

Top Frameworks for Multiagent Systems in 2025

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3 min read
🚀 Embracing MCP in KaibanJS: A Leap Forward in Multi-Agent AI Systems

🚀 Embracing MCP in KaibanJS: A Leap Forward in Multi-Agent AI Systems

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3 min read
Stop Calling Your Workflow an AI Agent – Here's Why It Matters

Stop Calling Your Workflow an AI Agent – Here's Why It Matters

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1 min read
Why “Autonomous” AI Tools Still Need a Babysitter

Why “Autonomous” AI Tools Still Need a Babysitter

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2 min read
Why You Should Care About the Agent2Agent (A2A) Protocol as a Developer

Why You Should Care About the Agent2Agent (A2A) Protocol as a Developer

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3 min read
Interoperability Between ATDF and MCP

Interoperability Between ATDF and MCP

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3 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
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