AI agents just got a major power-up.
Meet AgentKit — OpenAI’s new unified toolkit built to help developers build, deploy, and optimize agentic workflows faster and more reliably.
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OpenAI AgentKit Empowers Developers Building Agentic Workflows
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AgentKit Simplifies AI Agent Development with Integrated Tools
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2/ Previously, building agents meant stitching together orchestration, custom connectors, prompt tuning, evals, and frontend UIs. It was messy. With AgentKit, much of that is now integrated.
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AgentKit Core Components: Agent Builder, Connectors, ChatKit, Evals
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3/ Core components of AgentKit: Agent Builder – visual tool for workflows Connector Registry – manage integrations ChatKit – chat UI plug-in Evals & Optimization – testing & tuning Guardrails & Deploy Tools – enable safer launches
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Japanese LFM2 PII Extractor Released with 350M Parameters
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New LFM2 release 🥳
— Maxime Labonne @ ICLR (@maximelabonne) 13 octobre 2025
It's a Japanese PII extractor with only 350M parameters.
It's extremely fast and on par with GPT-5 (!) in terms of quality.
Check it out, it's available today on @huggingface! pic.twitter.com/ojrU8SbG42New LFM2 release It's a Japanese PII extractor with only 350M parameters. It's extremely fast and on par with GPT-5 (!) in terms of quality. Check it out, it's available today on @huggingface
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Claude Code Shows Tool Call Errors for Better Debugging
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Tool call errors happen with every model provider — in claude code we show errors while others hide them, so it may feel like they are happening more. The reason we show them is claude code is the same tool we use internally at Anthropic, and seeing the errors helps us debug
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ScrapeCraft: AI-Powered Web Scraping with LangGraph
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ScrapeCraft: AI-Powered Scraping ScrapeCraft uses LangGraph to combine AI assistance with powerful web scraping. Features include bulk URL scraping, real-time data streaming, and AI-powered pipeline generation. Explore the project on GitHub! https://
github.com/ScrapeGraphAI/
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Advanced Stock Research Agent with LangChain DeepAgents
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Advanced Stock Research Agent A multi-agent system built with LangChain's DeepAgents that delivers professional stock analysis by combining real-time data, technical indicators, and financial examination. Check it out here https://
medium.com/@sagarnreddy/i
-built-a-research-agent-like-claudes-analysis-tools-using-langchain-deepagents-795f51a3a63f
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Libraries in Programming: The Innovation vs Reuse Paradox
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"Telling a programmer there’s already a library to do X is like telling a songwriter there’s already a song about love." — Pete Cordell
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LangCode CLI: AI-Powered Development Tool with Intelligent Model Routing
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LangCode CLI A powerful dev tool that unifies AI models for smart coding. Built with LangChain, it offers automated tasks and safe code changes through intelligent model routing and diff previews. Check it out! https://
github.com/zamalali/langc
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Sonnet 4.5 Recommended for Superior Coding Intelligence
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We recommend sonnet 4.5 for everything — you get more rate limits with it, and it’s more intelligent for coding tasks. Re:hostile, specific examples would be helpful to debug