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

  1. Been using Claude seriously for about a year now and wanted to share what’s genuinely changed how I work before asking what’s working for others. The one that surprised me most was building a weekly wellness check-in around it.

  2. I cant code at all. But i spent about a few hours over a weekend building a full outbound prospecting system with Claude Code and a couple of APIs.

  3. Most local LLM use cases I see are chat, coding, and RAG. But with vision models getting better and faster on consumer hardware, I feel like there is a lot of untapped territory.

  4. One thing I’ve noticed while experimenting with AI agents is that a surprising amount of reliability work still comes down to validation. Even with structured workflows, I often end up checking the same task across multiple models just to…

  5. Everyone’s talking ai agents for seo. I’m testing workflows where one agent does SERP analysis, another writes, another does internal linking.

  6. If an AI agent is to assist users in choosing tools, services, suppliers, APIs, or products, we need a better method to evaluate the quality of the recommendations. The traditional measurement standards are no longer sufficient.

  7. model roundup

    Opus 4.7
    367 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

    Qwen 3.6
    425 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.

  8. How Claude Code works in large codebases: Best practices and where to start The most successful Claude Code deployments share a set of recognizable patterns across configurations, tooling, and org structure. This article is part of Claude…

  9. Has anyone used the free hosting service "here . now", to publish directly from the Claude ?

  10. I had this realization yesterday. I was trying to get Claude to help me write a follow up email after a long client call.

  11. - Anthropic has surpassed OpenAI in business AI adoption, according to Ramp's AI Index. - Anthropic's rise has been driven by surging Claude Code adoption.

  12. Genkit is an open-source framework for building full-stack, AI-powered and agentic applications for any platform with support for TypeScript, Go, Dart, and Python. Building a production-ready agentic applications and AI features requires m…

  13. Hello Good day everyone! I would like to ask some tips of how to leverage on subscribed Claude Pro to help learn N8n Workflow Automation.

  14. model roundup

    GPT 5.5
    148 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.

    event

    Copilot
    254 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.

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  16. Notes from experimenting with agents in knowledge-base, development, performance, and on-call workflows—and the verification loops that make them trustworthy. Efficiency gains are a priority for every engineering team.

  17. So I have a plan to start creating a business that sells AI Agents to SMBs. However, I have a problem.

  18. Hello HN! I have been lurking for a while, first time poster.

  19. For anyone outside JS-runtime land: Bun is a drop-in Node.js replacement (runtime + package manager + test runner), originally written in Zig and at ~90k GitHub stars. Anthropic acquired Bun in late 2025 to help build tooling around Claude…

  20. Been spending this month automating different sectors of my agency, and I’d like to know how's it been for you guys. Which one felt like the highest upgrade?

  21. event

    Openai Trial
    79 items

    The trial between Tesla CEO Elon Musk and OpenAI CEO Sam Altman began on Monday in Oakland federal court, with key figures like Demis Hassabis and Greg Brockman testifying. Altman faces claims of abandoning OpenAI’s nonprofit mission, while Musk has accused him of running the company for profit.

  22. A user updates a preference. The old one keeps winning retrieval.

  23. I've set up an MCP connector for Claude.ai, and I want one of my tool's input parameters to receive a file that the user has uploaded directly into the Claude chat — ideally as a file URL or some kind of reference the connector can resolve…

  24. Hello, I would appreciate any help here from here. Learning vibe coding on the Claude iPhone app.

  25. I get they need to show a path to profitability to please investors, but this is out of control. It runs some operation and then "times out" and hits the usage limit, before it even finishes or even outputs anything.

  26. Paying Max subscriber here, building agent orchestration on top of claude -p and the Agent SDK. So this week's announcement directly hits what I'm working on.

  27. I'M on Pro Plan. However my org gave me claude api key.

  28. I've been using Claude heavily for the past year now and it's genuinely changed how I work. I'm generating dashboards, reports, interactive tools, documents, mockups, things that would have taken me DAYS in Figma or PowerPoint and I wouldn…