Sucks at loops of tools, always hallucinates tool calls, doesn’t know what tool to use, or says it will use one but never does.
AGENTS
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Building Self-Contained Agent Block for Repository
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Yeah, I am building a self-contained agent block that I will use for my upcoming repo.
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Grok AI System Requires Urgent Bug Fix
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This is not good. Grok is incredible otherwise, but they need to fix this. ASAP.
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First Non-Anthropic Model for Agentic Loops
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I didn’t word it properly, I meant it's the first non-Anthropic model I feel I can use for agentic loops.
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Kimi K2 excels at tool calling and agentic loops production-ready
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Kimi K2 is so good at tool calling and agentic loops, can call multiple tools in parallel and reliably, and knows "when to stop", which is another important property.
— Pietro Schirano (@skirano) 13 juillet 2025
It's the first model I feel comfortable using in production since Claude 3.5 Sonnet. pic.twitter.com/TcEkPlBMukKimi K2 is so good at tool calling and agentic loops, can call multiple tools in parallel and reliably, and knows "when to stop", which is another important property. It's the first model I feel comfortable using in production since Claude 3.5 Sonnet.
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Build a GraphRAG Chatbot with SurrealDB and LangChain
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GraphRAG Chatbot Tutorial Build a powerful GenAI chatbot combining vector search and graph knowledge with SurrealDB and LangChain. This health symptoms demo shows how GraphRAG delivers more contextual AI responses. Learn to build your own GraphRAG chatbot
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Build LinkedIn Recruitment Agent with LangGraph Automation
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AI Headhunter Agent Build a powerful LinkedIn recruitment agent that automates candidate sourcing using LangGraph. Features state management, parallel processing, and real-time updates through Davia integration. Watch the full tutorial here https://
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Pipeline of Agents Pattern: Sequential Chaining and State Isolation
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Pipeline of Agents Pattern A modular pattern for AI agent workflows, showcasing sequential agent chaining and state isolation through a cybersecurity implementation. Built for production with error handling and integrated tooling. Learn more here
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Claude Code model quality decline criticism
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Pourquoi Claude Code (ie Claude Opus 4) est devenu nul ? Ça commence à me saouler cette mode des AI providers de release des modèles de fou et petit à petit de les rendre nul pour économiser de la bande passante.