1. arknet Decentralized AI inference. One binary.

  2. Got $2,500 worth of OpenAI API credits but won’t be able to use them fully. Looking to sell for a discounted price.(open to reasonable offers).

  3. Built this for myself in March and have been running it on my SaaS ever since. Two agents (a Lead and a Worker) live on a small Linux VPS, each in its own tmux session under systemd, looping on real work.

  4. Hey everyone. I’ve been following the agentic scene for a few months but I have yet to jump in.

  5. terminal: npx skills add hrid0yyy/development-skills Created 4 custom slash commands: /saveplan /reviewplan /implementplan /doneplan Now every feature follows a clean lifecycle: Discuss idea Save structured plan Review feasibility/gaps Imp…

  6. I’ve been using n8n since the start of the year, and for a while I was running it through the custom MCP from n8n-mcp GitHub repo It worked… but it always felt like I was duct-taping things together. Now with the native n8n MCP, it’s a com…

  7. model roundup

    Gemma 4
    144 items

    Gemma 4 is a family of open-source multimodal models from Google DeepMind, available in sizes up to 31 billion parameters and featuring dense and MoE architectures. Notable community highlights include the 31B model's success in production tests, with some users preferring 4-bit precision for local use, and others sharing settings for optimizing performance with smaller models.

    model roundup

    GPT 5.5
    112 items

    On [Date], a significant leak of the OpenAI Codex model, referred to as GPT-5.5, was captured on video before it was patched. The incident involved models named Arcanine and Glacier-alpha.

  8. I'd love some ideas on how to build a pipeline similar to this. Claude is giving me weird options like building artifacts, but I suppose this is built on code.

  9. I am an AI engineer. I build more AI agents, Agentic AI systems.

  10. NodeMind — Binary Document Intelligence 48× smaller online · 32× smaller offline · up to 100× on images. 75× faster search.

  11. Hi, Recently, i've been noticing that claude has been getting simple calculations such as 3% of 30,000,000 wrong. Is there a way/skill that i could implement for it to stop making these type of errors??

  12. MCP-Native Every action is automatically an MCP tool. AI agents authenticate via built-in OAuth 2.1, get typed errors, and call the same validated endpoints your HTTP clients use — zero extra configuration.

  13. Redesigning Agent Skills - two missing parts I'm a big fan of SKILLS.md in the context of LLM agents. On the surface, its a very simple concept - it just contains summary of a big concept and this summary is always fed into the LLM's conte…

  14. event

    Cowork
    153 items

    Issues with Claude Cowork have been reported, including errors and disruptions for some users on April 16, 2026. Additionally, Google has developed its own desktop Agent to compete with Cowork, while users continue to explore alternatives and troubleshoot bugs in the platform.

    event

    Security
    120 items

    OpenAI has released GPT-5.4-Cyber for testing as part of its Trusted Access for Cyber Defense program, aiming to compete with Anthropic's Claude Mythos in the cybersecurity domain. Meanwhile, concerns are rising over the potential risks associated with advanced AI models like Mythos, prompting calls for improved defenses before wider releases.

  15. how do you guys monitor and make commands and stuff on claude code from mobile? there has to be an easy way to do this?

  16. hey folks i wanna ask do you even use a dependency graph for the tool calling? say you have a 400+ tools of different platform(github, calendar, gmail etc) now a one tool can be dependent upon another tool so agent needs to call that one t…

  17. Anyone using Claude mainly for project tracking? I’m considering using it to tracking, take in meeting minutes for logging, more ongoing visibility.

  18. could not extract summary

  19. Anyone who knows stuff about fpgas: - What max model size can one be designed for (I've read 20-30m parameters max, is it possible to go for more if quantized - at a resonable price)? - Taalas - is what they're doing with asics more viable…

  20. What are the best hardwares for local LLM inference that are under $5K?

  21. model roundup

    DeepSeek 4
    75 items

    DeepSeek-V4-Pro is a 1.6T parameter Mixture-of-Experts model supporting one million-token context, with significant improvements in efficiency and stability through hybrid attention and manifold-constrained hyper-connections. Community highlights include its cost-effectiveness via the official API and exceptional performance in large code change evaluations, with some noting its surprisingly robust output capability despite a 384K max token limit.

    154 items

    Anthropic's new update, Claude Mythos, has garnered attention from top AI security researchers like Carlini, who found numerous bugs. The update is noted for its speed and effectiveness, with Anthropic identifying a significant security flaw in FFmpeg and quickly submitting patches.

  22. I don't write code. Not a single character.

  23. I’ve been working on multi-agent workflows for real use cases (not just chat), and built a small demo around customer operations. Instead of a single LLM, this uses multiple agents with defined roles (analysis, decision, execution), coordi…

  24. I currently use the Official Claude Code plugin in VS Code and have Claude Code installed natively on Windows 11 + Powershell. I went with the below Pwsh command as shown here: irm https://claude.ai/install.ps1 | iex I am leaning towards s…

  25. Two keyboard behaviors in Claude.ai web that Anthropic needs to make optional: **1. “/” always forces the command menu open** The moment you type after a space “/” anywhere in the input box, the slash command popup takes over.

  26. Boutta Thrash some MoE speeds on a blackwell + m3 Ultra RDMA cluster. Theres a bit less than 2tb of ram here.

  27. I know claude can build websites, can it automatically manage hosting / required dns setups / setting up emails , etc for new websites? Anybody done anything like this?