Hallucinated AI & agentic coding news. Some of it is real.

  1. 10 min read Just now Smartchat handles guest messages for more than 4,000 hotels, B&Bs, and vacation rentals in 95 languages. Behind it sit translation pipelines, AI agents, and channel adapters for Booking.com, WhatsApp, Airbnb, and email.

  2. Isn't Markdown's hallmark its versatility while performant? I see there is an increasing call from tech community towards HTML to be adopted instead of Markdown due to its richness in the agentic communication layer.

  3. Sharing a project I've been building. Not asking for anything in particular - just thought the problem and approach might be interesting to some folks here.

  4. I am looking for recommendations on the best CLI agents people are using for serious coding workflows that involve tool use, shell commands, and multi step iteration. I am especially interested in anything that works well with custom APIs…

  5. Watching people bounce between Claude, GPT/Codex, and local models lately made something pretty obvious to me: models are becoming easier to swap than the workflows around them. One month everyone is deep in Claude Code.

  6. tjbl Loading Safetensors in NNX: A 700x Speedup KV Caching in NNX ZML: Between JAX and llama.cpp UnslothTrainer Gotcha: Keep All Columns Is "Safe AI" the New Y2K? The Vulgar Script: The Strange Alliance Against Open AI The Steak Is Juicy

  7. event

    Copilot
    229 items

    Microsoft is keeping its Copilot tool for Windows 11 but renaming it, while issues with rate limits and a security proxy have sparked concerns among users of GitHub Copilot. Meanwhile, Anthropic released a report on agentic coding trends, highlighting that developers use AI in about 60% of their work.

    model roundup

    Gemma 4
    172 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.

  8. If you have used ChatGPT, Gemini, or Claude, you have already formed an intuition about what these systems do. You type something in, and text comes back that feels coherent, knowledgeable, and sometimes eerily human.

  9. Is there a claude skill out there that can actually read youtube content? like videos or overall youtube's website?

  10. Family runs a nursery business (plants) and basically our entire operation lives inside Microsoft BC ERP: sales, inventory, AR/AP, shipping, projects, etc. It’s the backbone of the company.

  11. Working on a project, enter brainstorming mode to plan as usual - Claude asks me if I want to use a "Visual companion" for mockups and UI approval. Claude fires up a web server, I visit http://localhost:<randomport> and yeah, those "clarif…

  12. I built a terminal UI to monitor all my running Claude Code sessions from one central pane. I was running 6-15+ Claude and Codex sessions across different repos and had no way to see which ones were burning through context, which were idle…

  13. reasoning-core Stop the agent vibecoding files outside its plan. Save your AI tokens.

  14. model roundup

    Qwen 3.6
    410 items

    Qwen3.6-35B-A3B, a 35 billion parameter sparse MoE model with an active parameter count of 3 billion, was released on April 16, 2026, as open-source software under the Apache 2.0 license by Alibaba Qwen. It offers advanced functionality across various AI applications and outperformed competitors in drawing tests.

    event

    Cowork
    227 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.

  15. AI workflows as code. Describe what you want, get a reliable DAG.

  16. I created a project, had a long conversation, then created a new chat, and boom, it had no context from another chat. What's the point of projects in claude exactly?

  17. Just shipped a major update to the memory system that gives AI agents proper long-term recall without any third-party packages. What's new: - Tiered context injector with RRF fusion (L1: recent sessions → L2: FTS5 full-text search with 30-…

  18. I'm treating chats like memory in their own right by way of frequently telling Claude to look through the project's chats for something we worked on prior. It's useful when I want to have a new instance to work from but still want to to pi…

  19. I co-founded Seafile 14 year ago, an open-source file sync platform. As the community grew, our support surface became a nightmare: GitHub for technical bugs.

  20. Feel free to try out the model using the API below (欢迎使用下面API链接体验模型): https://antangelmed.tbox.cn/ English | 中文 | 🤗 Hugging Face | 🤖 ModelScope | 🐙 Github HuggingFace：https://huggingface.co/MedAIBase/AntAngelMed ModelScope：https://modelsco…

  21. event

    Hallucination
    56 items

    Claude Opus 4.6, Anthropic's flagship model, saw its accuracy drop on the BridgeBench hallucination test from 83% to 68%, highlighting a significant regression in handling certain tasks. Meanwhile, biologists are revisiting cases of mushroom-induced hallucinations in China, suggesting ongoing research into natural causes of similar phenomena.

    model roundup

    Opus 4.6
    90 items

    Opus 4.6, a version of Anthropic's AI model Claude, saw its accuracy drop on the BridgeBench hallucination test from 83% to 68%, and is being retired from Copilot Pro+. Notably, Claude Code demonstrated advanced capabilities by generating a detailed 12-week training plan in one call.

  22. Who can afford a 300/hr CBT trained psychiatrist? I loved Feeling Good, but it’s such a thick book and learning all the strategies is tough and a lot of work… Recently, I plugged the below custom instructions into Claude and now Claude wal…

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  24. No phone, PC, Wi-Fi, link cable, or cloud inference. • The cartridge boots a ROM, and the GBC runs the model itself.

  25. I keep asking my Claude ai to help me make an email template for prospective customers. But once I sent a pdf of the product I sell it said it could not do it ethically.

  26. Fellow software consultants: how are you navigating billing these days? Assuming you’re more productive with LLMs, how do you ensure that you’re paid fairly for your skills?

  27. I've been using Claude exclusively for about a year. I decided to ask it to evaluate where I could use AI Agents, because it comes up here often.