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

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  2. For the past month or so, I've been building an app with Claude. I started with it helping me build a website, then it put together a product development plan, a marketing plan, a detailed business plan.

  3. Is the mechanism more like a smart proxy or do these cloud providers host and serve Anthropic models? if latter, how do they work ?

  4. Looking to get some insights into using langfuse for prompt management, Observability, etc. Primarily using gemini via APIs and need a good prompt management tool as well as observability to improve accuracy.

  5. event

    Security
    111 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.

    model roundup

    Claude 4.6
    3 items

    Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled is a 27B parameter model fine-tuned on 8,706 reasoning examples from Claude Opus 4.6/4.7. Notably, the community questions whether this fine-tuning brings significant improvements over the original models, which were already trained on extensive high-quality data.

  6. I’m a 22-year-old Computer Science student, and over the last period I built an open-source project called CTX. The idea came from a problem I kept seeing while using coding agents (like claude, codex etc.): they are powerful, but they was…

  7. I tested the new ChatGPT 5.5 with Blender, and it was surprisingly capable. It created 3D scenes, fixed modelling issues, searched for missing resources, and improved the scene step by step.

  8. openpi-flash Real-time inference engine for openpi. Optimized for low-latency policy serving over QUIC and WebSocket.

  9. How people ask Claude for personal guidance People don’t just come to Claude for code reviews or meeting summaries. They ask whether to take the job, how to talk to their crush, if they should move halfway across the world.

  10. model roundup

    Gemma 4
    141 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

    Qwen 3
    11 items

    Qwen3-0.6B is a large language model from the Qwen series, featuring dense and mixture-of-experts architecture, with significant improvements in reasoning capabilities and human preference alignment. Community feedback highlights its effectiveness for teaching from extensive documents and its suitability for low VRAM setups as a text-to-speech (TTS) model.

  11. I'm using browser-use with Azure Anthropic API (Claude Sonnet) as the LLM provider for QA automation on a web app. The agent works great when the elements exist, but the problem is when I give it a task that references something that doesn…

  12. Hello Peeps Salman, Shuguang and Adil here from Katanemo Labs (a DigitalOcean company). Wanted to introduce our latest research on agentic systems called Signals.

  13. Been working with voice AI agents in customer support for the past year and wanted to get perspectives on which features actually deliver value. Our setup: ~250 inbound support calls daily, mix of technical questions and basic inquiries.

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  15. model roundup

    Gemma 3
    3 items

    Gemma 3 is a large Italian language model with 12 billion parameters, available under the Apache 2.0 license. Notable community developments include the creation of a LoRA for the smaller 270M variant, potentially making it one of the smallest thinking models, and efforts to build local-first AI runtimes like Creation OS, which integrates Gemma 3 with σ-gating technology.

    event

    Copilot
    151 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.

  16. I came across this Claude Code workflow visual while digging through some Claude-related resources. Thought it was worth sharing here.

  17. Hi all, My chat history in the Claude web interface has disappeared, and I also cannot see my profile settings. Is anyone else experiencing the same issue?

  18. I think a lot of agent workflow advice starts too late in the process. People try to design the full method before they have run the task enough to know what the method needs.

  19. autoresearch-automl Can LLMs Beat Classical Hyperparameter Optimization Algorithms? A Study on autoresearch Paper: Can LLMs Beat Classical Hyperparameter Optimization Algorithms?

  20. event

    Altman Attack
    93 items

    Sam Altman, CEO of OpenAI, has faced multiple attacks on his home in San Francisco, including firebombing and drive-by shootings, raising concerns for his safety. Additionally, a majority of over 100 people interviewed by Ronan Farrow described Altman as a "pathological liar.

    model roundup

    Opus 4.6
    82 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.

  21. https://preview.redd.it/hik8xs59pgyg1.png?width=689&format=png&auto=webp&s=44457f259b3162ad49f7849486656fcacc8452c9 so can you guys help me anyways ? please im creating an web app need guidance from exprienced .

  22. I’m stumped. I’ve built out this amazing app through Claude Chat.

  23. I’ve been using one Claude chat for about 2 weeks for a large project, and it’s starting to get really slow/laggy on my Windows PC in both the browser and desktop app. Weirdly, it still feels fine on my iPhone.

  24. Hey everyone. Pocket TTS finally released their multilingual model.

  25. Wrote up the whole process with disassembly photos and HWiNFO before/after data. Hope it saves someone some headaches.

  26. I've saved you the pain if you were thinking of seeing if #ClaudeDesign 'web' is useful for automating PDF design work. It can certainly be used as a design lab for cover directions, components, design system exploration and HTML/Code hand…