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

  1. A 30-hour timeline of how Cursor's agent, Railway's API, and an industry that markets AI safety faster than it ships it took down a small business serving rental companies across the country. I'm Jer Crane, founder of PocketOS.

  2. Basically the title, gpt-image-2 can create 360 degree near perfect panoramas. One can then batch generate them with the api to effectively time travel.

  3. Awesome Codex Automations A curated list of automations for codex coding assistant tasks that can be scheduled or triggered to automate your development workflow. Contents Built-in Automations Community Automations Contributing Built-in Au…

  4. GAI is a flexible Go library for building agent-style applications on top of LLMs. It provides a generic interface for providers and models, prompt and context helpers, and a loop for agentic-calling workflows.

  5. model roundup

    Gemma 4
    123 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

    ChatGPT 5.5
    8 items

    Several articles have been published today questioning the release of ChatGPT 5.5 and its pricing, while also discussing issues such as formatting changes and removed features like extended thinking in the Mac OS app version.

  6. I swear every niche is like this now. You get interested in something, follow a few accounts, subscribe to a few newsletters, join a few subreddits… and suddenly you’re drowning.

  7. If you've used Claude Design for slides, ad sets, or social posts, you've probably hit this: the design is great, the export is HTML, and getting actual usable PNGs out of it is annoying. Browser chrome shows up, carousel slides screenshot…

  8. I’m trying to isolate the looping / repetition issue some people have been reporting with DeepSeek V3.2 around April 2026, especially in agentic or tool-use setups on hosted providers like OpenRouter and SiliconFlow. Public model pages des…

  9. Invincat CLI 中文文档 | Documentation Index A Python-based terminal AI programming assistant — collaborate with AI directly in your project directory: read/write files, execute commands, browse the web, and maintain memory across sessions. Why…

  10. event

    Copilot
    100 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

    Qwen 3
    3 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. A storm is brewing over a new language model, built by non-profit artificial intelligence research company OpenAI, which it says is so good at generating convincing, well-written text that it’s worried about potential abuse. That’s angered…

  12. LLM Anxiety Agents in long sessions degrade in a recognizable pattern. The model stops disagreeing with you, answers get longer without getting better, hedges multiply, confidence markers thicken, and positions it held correctly an hour ag…

  13. In the current time where LLMs can solve a lot of competitive programming problems, what do you think is the utility of learning Data Structures and Algorithms?

  14. I open sources three repos with the logic. One for autonomous DBA, one for IoT fleet memory and one for real-time fraud detection.

  15. model roundup

    Opus 4.6
    71 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.

    event

    Altman Attack
    57 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. Entropic builds AI systems that are occasionally helpful, frequently harmless, and honestly pretty confused. Meet Clod — the language model that tries its best.

  17. I've been using claude code daily and kept hitting the same wall, it would spend the first few messages just re-exploring ,my codebase. files it had already seen.

  18. This didn’t start as some big original idea. I came across concepts around AI agents and systems where multiple AIs work together on your taskbar.

  19. codex cli stores everything in one folder so you can only use one account at a time. if you have multiple openai accounts for different projects or clients thats a problem.

  20. model roundup

    Claude 4.7
    13 items

    Users of Claude 4.7 are reporting issues where the AI frequently checks for malware in their files, even during normal tasks. This behavior has been observed across multiple projects, including one using Next.js.

  21. The keynote showed exactly where agent governance is headed, and exactly where it stops. Richard Seroter, Google Cloud's Chief Evangelist, had just kicked off the marathon simulation when an alarm klaxon fired and the demo stopped cold.

  22. Raw coding speed isn’t the bottleneck. Alignment is the bottleneck.

  23. the traditional ATS is predictable and cheap to run. it's a known quantity.

  24. Someone builds something. Happy path works perfectly.

  25. I’ve been seeing a lot of people talk about running multiple Claude chats in parallel — basically multitasking with several prompts/tasks at the same time. Whether it’s working on multiple projects at once, or handling different tasks with…