1. I've been experimenting with setting up local LLMs lately, and here's what hit me hard: Just because it's cheap to build something doesn't mean you should. If a compatible tool already exists for your use case, use it first.

  2. Gemini API File Search is now multimodal: build efficient, verifiable RAG Today, we are expanding the Gemini API’s File Search tool. You can now build retrieval-augmented generation (RAG) systems with multimodal data and custom metadata.

  3. I think "agent rules" are becoming part of workflow design, not just prompt design. Writing "do not send without approval" is useful.

  4. I wasted a whole week building a live personal dashboard that pulls from several MCPs automatically whenever I open it. Only to realize that Claude’s Live Artifact is not actually “Live”, it can ONLY pull MCP data on a schedule or get the…

  5. I genuinely think we’re weirdly close to AI agents becoming fully autonomous collections staff 😭 Not even in a futuristic sci-fi way. I mean monitoring overdue accounts, triggering follow-ups, adjusting messaging tone, scheduling callbacks…

  6. Skip to main content CodeBrainery Search Sign in Sign up Article Not Found Article not found Back to Articles Menu 🏠 Home 🏷️ Topics 🎓 Courses 💻 Coding Problems 🏆 Contests 💬 Discussions 🎥 Videos 🎙️ Podcast 🛒 Store 🛟 Support Please enable Ja…

  7. I have a large code base that costs significant tokens as it's growing up. Although composer is getting better but despite my $60 I'm satisfied by token efficiency.

  8. https://github.com/user-attachments/assets/a03f5bb4-d979-4af5-a895-949414f0efb8 A macOS menu bar app that prevents your MacBook from falling asleep when the lid is closed, but doesn't let the display stay on. Motivated by the need to let c…

  9. event

    Cowork
    209 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.

    model roundup

    Qwen 3.6
    371 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.

  10. devcontainer-mcp Give your AI agent its own dev environment — not yours. devcontainer-mcp is an MCP server that lets AI coding agents create, manage, and work inside dev containers across three backends: local Docker, DevPod, and GitHub Co…

  11. Semantic search alone is not enough to capture all connected facts, they will capture the semantically most identical memory only. Tested on HotpotQA public dataset: Vector + BM25 + entity graph: BothFound@5 71.5% Vector + BM25 only: BothF…

  12. Has anyone else run into this? I deleted a bunch of old Claude chats from my account, and at first they disappeared from the sidebar as expected.

  13. By Vinay Kumar, Chief Product & Technology Officer I’ve spent the last fifteen years building cloud services: early days of AWS building S3 and EBS, helping launch Oracle Cloud Infrastructure from inception, and now building the agentic cl…

  14. How's it going so solo developer here i've been working on a project for about give or take 7 months now and it's to the point where my My project I've been working on it's it able to navigate my computer pretty flawlessly actually, Run sh…

  15. Claude Code can't schedule itself locally on your Mac, so I made Remind. Just add a reminder to the "Remind" list in Reminders with a due time and your prompt as the notes.

  16. could not extract summary

  17. Whenever I use opus for intensive coding react framework create an artifact, blender code etc. I get like 4000-5000 words of it literally just thinking on adaptive mode

  18. model roundup

    Gemma 4
    163 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

    Opus 4.7
    328 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.

  19. I was chatting with chatGPT and wondered if it still made the same mistake which it did years ago at its beta and its launch I thought to myself, that It had definitely gotten smarter and asked it the same question which I did and here I a…

  20. Retrieval-augmented agents are increasingly the interface to large organizational knowledge bases, yet most still treat retrieval as a black box: they issue exploratory queries, inspect returned snippets, and iteratively reformulate until…

  21. some of the friction of using coding agents for product building (not just writing code) is every new session starts from scratch. draft is my attempt at a fix.

  22. Key Information Models and Pricing We offer a range of models supporting multiple use cases and modalities. Several older models will be retired on May 15 at 12:00pm PT, including grok-4-1-fast , grok-4-fast , grok-4 , grok-code-fast-1 , a…

  23. A year ago, when I first got into LLMs, I started by using them to play D&D. ChatGPT 4o was surprisingly good at narration, improvisation, and keeping the game moving.

  24. Hey HN. For SaaS, distribution matters more every day.

  25. LiteLLM security breach is probably one of the biggest wake-up calls for teams building AI agents and agentic platforms. Most AI agent ecosystems today heavily depend on: Open-source packages GitHub Actions CI/CD pipelines Cloud credential…

  26. I've been using Claude Pro for about a month now, and I now want to try and assign it a "personality". I've narrowed it down to 4 pop-culture characters that have artificial intelligence as a central aspect of their identity, having chosen…

  27. I saw this on another sub and didn't see it posted here, it looks awesome, and can definitely be run local. I guess it was released 11 days ago, but it never hit the top of my feed (which I look at way too often), so posting it again.

  28. User just tricked Grok and Bankrbot to send tokens with Morse code - Cryptopolitan Skip to content News Business Crypto Tech Economy Op-Ed Regulation Learn Courses Investing NTF’s Tech Pulse Room Deep-Dive Industry Thoughts Interviews Rese…