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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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🧠 When a System Notices Itself
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🧠 When a System Notices Itself

22
Comments 8
3 min read
Generative AI vs. AI Agents vs. Agentic AI: What’s the Difference?

Generative AI vs. AI Agents vs. Agentic AI: What’s the Difference?

1
Comments
3 min read
🧠 Why LangGraph Loops Stall Thought and OrKa Doesn't
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🧠 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
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🔥 The Agent Registry Is a Trojan Horse

8
Comments 1
2 min read
The Bug That Cost Us $10,000: A Postmortem on a Rogue AWS Lambda Function
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The Bug That Cost Us $10,000: A Postmortem on a Rogue AWS Lambda Function

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

10
Comments
3 min read
Build a Super-Smart Chatbot: Your Guide to RAG with Pinecone, OpenAI, and Claude 3.5 Sonnet
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Build a Super-Smart Chatbot: Your Guide to RAG with Pinecone, OpenAI, and Claude 3.5 Sonnet

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

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Comments 4
3 min read
AgentUp: Build Production-Ready AI Agents in Minutes 🚀
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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?
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Vapi vs Monobot AI — Which One’s Better for Your AI Agent Stack?

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Comments 2
2 min read
My Prompt: Student Assistant Bot
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My Prompt: Student Assistant Bot

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Comments
1 min read
🧠 OrKa Cognitive Iteration Benchmark. Full Technical Report
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🧠 OrKa Cognitive Iteration Benchmark. Full Technical Report

2
Comments
9 min read
Kleos CLI: Mindsdb Knowledge Base supercharged
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Kleos CLI: Mindsdb Knowledge Base supercharged

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Comments 8
8 min read
🧠 Beyond Structured Chaos
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🧠 Beyond Structured Chaos

Comments 4
7 min read
🤖 Agentic AI: Why Everyone’s Talking About the Future of Autonomous Intelligence
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🤖 Agentic AI: Why Everyone’s Talking About the Future of Autonomous Intelligence

2
Comments
4 min read
Build AutoGen Agents with Qwen3: Structured Output & Thinking Mode
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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
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Acta’s Project Assistant Agent: Real-Time status report on Every Project, Straight From Your Meetings

1
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2 min read
The Body Slows Down but the Dream Still Breathes
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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
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Hands-On with Amazon Bedrock Agents: Hotel Booking Assistant with Action Groups and Knowledge Bases

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Comments 2
9 min read
Top Frameworks for Multiagent Systems in 2025
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Top Frameworks for Multiagent Systems in 2025

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

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

Comments
3 min read
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