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Hacker News · u/makeavish · Apr 7, 2026

Claude Agent SDK vs. Messages API for a Production AI Assistant?

We're building a chat assistant into our B2B developer tool. It needs to call domain-specific tools (MCP), stream responses (SSE), and persist conversation history.The Claude Agent SDK looks like it would save us a lot o…

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Hacker News · u/ashconway · 6d ago

Show HN: Open Envelope – an open schema for defining AI agent teams

Built an open JSON Schema for defining AI agent teams.Multi-agent systems are becoming a real deployment pattern — not single assistants, but teams with roles, handoffs, and human checkpoints. But there's no shared way t…

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r/LocalLLaMA · u/LLMFan46 · 1w ago

Qwen3.5 35B A3B uncensored heretic Native MTP Preserved is Out Now With the Full 785 MTPs Preserved and Retained, Available in Safetensors, GGUFs. NVFP4, NVFP4 GGUFs and GPTQ-Int4 Formats

Safetensors, llmfan46/Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved: https://huggingface.co/llmfan46/Qwen3.5-35B-A3B-uncensored-heretic-v2-Native-MTP-Preserved GGUFs, llmfan46/Qwen3.5-35B-A3B-uncensored-here…

r/cybersecurity · u/2hinreza · 1w ago

Anyone else losing their mind over this "AI Cybersecurity" hype?

Seriously, the amount of snake oil out there right now is insane. My c-suite keeps buying these "autonomous AI agents" thinking they're going to replace half the SOC, and instead I'm just spending my entire week babysitt…

Hacker News · u/dimitrismrtzs · Apr 7, 2026

Ask HN: Is building a company around an open-source AI agent platform realistic?

I've been running a Proxmox lab with around 40 services for a while now. Over the past year I ended up building an AI agent platform that manages my infrastructure and handles business operations — documents, phone calls…

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