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

  1. I’ve not seen any good discussion on this, and friends have very varied answers. If you’re using agents to program, what are you doing while they work?

  2. SpecDD SpecDD is an experimental approach to Specification-Driven Development for AI-assisted software projects. SpecDD uses small, local, human-readable .sdd files that live beside the code they describe.

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  4. After reading it I realized theres actually some pretty useful stuff for anyone who chats with ChatGPT, Claude, Grok or whatever. They measured what they call functional wellbeing ( basically how much the model is in a “good state” versus…

  5. model roundup

    Gemma 4
    131 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

    Gemini 3.1
    10 items

    Gemini 3.1 Pro and Gemini 3 Flash models have been released, addressing issues with previous versions but facing some API compatibility problems. Meanwhile, benchmarks show Gemini outperforms other models like Deepseek V4 Pro in certain tasks, though significant gaps remain between open and closed lab models.

  6. I haven’t interviewed for a coding job in a while, not since before AI coding was a thing. I’m wondering: if your interview process allows the use of tools like Claude and Codex, how do you differentiate candidates?

  7. Been running Claude Code on multi-hour autonomous sessions for a few months and kept hitting the same wall: the longer it runs, the worse the work gets. Not a context-window problem (1M handles that fine), but a feedback-loop problem.

  8. Don’t miss what’s happening People on X are the first to know. Post Conversation Ok...

  9. Claude official Discord server seems to have all channels wiped and reset? Earlier there was an announcement that new signups were paused due to security issue related to spam and bots.

  10. model roundup

    Opus 4.6
    78 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.

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    Copilot
    136 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.

  11. I have an MI50 that I use with llama.cpp/Vulkan, however some models run quite slowly, so I'd like to try the ROCm backend, but no matter what I try it doesn't work. Downloading the missing files from ArchLinux package doesn't work.

  12. From Claude’s announcement today (Apr 28, 2026), they can now connect to creative tools including Adobe for creativity — https://www.anthropic.com/news/claude-for-creative-work “Adobe for creativity** **enables users to bring images, video…

  13. Hi, AesSedai here - I've put up a PR to support the text-to-text inference of MiMo V2.5 with llama.cpp (and should also support Pro, will work on those quants after finishing V2.5): https://github.com/ggml-org/llama.cpp/pull/22493 I've als…

  14. I just made this product promo video completely with Claude code. Explaining the process here with the prompts.

  15. model roundup

    GPT 5.4
    34 items

    OpenAI has released GPT-5.4-Cyber for testing and claims it will compete with Claude Mythos. Meanwhile, GPT-5.4 Pro has solved the Erdős Problem #1196, showcasing its advanced capabilities in mathematics.

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    Altman Attack
    78 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.

  16. New Google Networks Tuned Up For GenAI Inference And Training It is almost certainly not a coincidence that a networking expert at Google has risen to the top to be put in charge of the infrastructure development at the search engine, adve…

  17. I was reading Anthropic’s piece on “Claude for creative work,” and it made me rethink the whole “AI will replace creatives” narrative. Their framing is surprisingly grounded: AI isn’t really about generating final creative output.

  18. We built a tool that instruments a frontend repo (Angular, React, tested with auth guards and deep API coupling) so it runs entirely on mock data with zero backend dependency. Any screen in the app becomes instantly navigable.

  19. Consistency is a normal-conditions metric. Reliability is a stress-conditions metric.

  20. model roundup

    Opus 4.7
    224 items

    Claude Opus 4.7, released on April 16, 2026, is Anthropic's latest advanced AI model, offering improved handling of complex tasks and a larger context window of up to 1 million tokens. This version is 50% more expensive than its predecessor due to enhanced capabilities in software engineering and hybrid reasoning.

    model roundup

    Gemini 3
    7 items

    Gemini 3 flash has become a popular choice for automated promotions due to its high productivity. The cost of Deepseek V4 flash is one-fifth that of Gemini 3, making it a competitive alternative in the market.

  21. q A slim LLM CLI for your terminal. Ask questions, debug errors with session context, and redact secrets — all from a single shell script.

  22. Game development sits at the intersection of creative design and intricate software engineering, demanding the joint orchestration of game engines, real-time loops, and tightly coupled state across many files. While Large Language Models (…

  23. Datadog dropped their State of AI Engineering report this week. The numbers reframed how I think about LLM reliability.

  24. Making ChatGPT free for clinicians sounds like a clear win. Less admin work, faster documentation, quicker access to information.

  25. Security-focused `SKILL.md` packs for reviewing and hardening LLM systems. mii-ai-security Security-focused SKILL.md packs for reviewing and hardening LLM systems.

  26. could not extract summary