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3h ago · 4 min read · GitHub Copilot has been the default AI coding assistant for three years. Every week, another competitor claims to be faster, smarter, or cheaper. Supermaven is the latest challenger — and it is making some developers switch. But is the hype justified...
Join discussion16h ago · 5 min read · AI Agent Orchestration Patterns: How to Build Production-Grade Multi-Agent Systems A month into running AI agents in production, I've learned something counterintuitive: the hard part isn't getting a single agent to work. It's getting multiple agents...
Join discussion19h ago · 3 min read · OpenAI Just Killed Custom GPTs. Your AI Coworker Is Here. Yesterday, OpenAI quietly buried one of its most hyped products. Custom GPTs — the "build your own ChatGPT" feature launched with fanfare in late 2023 — are officially dead. In their place: Wo...
Join discussion6d ago · 2 min read · title: "AI Agent开发避坑总结：我被坑了¥20000，这5个真实案例帮你少走弯路" description: "LangChain/LangGraph/Coze/Dify/OpenAI Assistants API五大框架实战对比，附5个真实踩坑案例和解决方案，帮你从零选择最适合的AI Agent开发路径。" tags: [AI Agent, Agent开发, LangChain, Coze, Dify, LLM开发, 2026, 避坑, 实测] 我被坑了¥20000，才总结出这份...
Join discussionApr 15 · 6 min read · The developer toolchain changed more in the last 18 months than in the previous decade. AI isn't辅助 anymore — it's architecturally embedded in how we write, review, and ship code. This isn't a feature comparison list. It's what I actually use, daily, ...
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