1. Analect turns massive files into navigable summaries, so you jump straight to the logic you need. Stop wasting hours scrolling through code to find what you need.

  2. I use Claude a little different than some of you (mostly for programming) and am interested in learning about agents, but never had a use case until recently. I always try to think of uses, but haven't until this point.

  3. Started building this multi-agent thing three weeks ago. Went with CrewAI because the docs looked clean and I wanted to ship fast, not spend months learning Langchain's maze of abstractions.

  4. LLM Inference Infrastructure This is an opinionated discussion of the basics of LLM inference and the ecosystem of serving runtimes powering inference today, from a systems design perspective. It was originally written internally at IOP Sy…

  5. Hey guys, I'm running an M1 Max MacBook Pro (64GB RAM, 1TB SSD) and looking to run some local LLMs. I'll mostly be using them for task scheduling and some simple coding stuff.Anyrecommendations for good local models?

  6. I built *valuepulse.ai* out of a frustration I kept running into: everything is scattered across different tools. If I want to search internal knowledge, I use something like Glean.

  7. It’s very confusing when there is a Claude Code CLI app, that works with the console API authentication. But then there’s also Claude Code in the desktop app but you can’t use it with those accounts.

  8. I'm trying to use an LLM for more advanced grammar checking of private documents, but a lot of the models I have found are either inaccurate, skip swaths of text, or are unbearably slow. I'm very new to using LLMs and have a gaming laptop…

  9. The MCP flow with auth also turned out pretty smooth and I'm please with how quick it is to set up a connection. The main benefit for me was having a 3d avatar read aloud summaries of long running tasks and updates.

  10. Hi, I got new MB Pro 24GB/1TB. I've test Gemma 4 26B with ollama, 16k context.

  11. https://preview.redd.it/e8px3401znvg1.png?width=658&format=png&auto=webp&s=3802c0f344dd69ef6f90da3ab559a6b62cad0703 Is this tooltip in Claude Desktop good UI/UX? Version 1.3109.0 (35cbf6)

  12. Just a short rant. I have been working on my Master's thesis and been using Opus 4.6 throughout, and today switched to Opus 4.7 (using it in Claude Code), and man is it bad at writing.

  13. In Anthropic's GitHub threads, there's currently a major shitstorm going on, as they, for the third time, dumbed down the model for presumbly any and all users except their government ones and restricting even users on their Max premium pl…

  14. How do I know if a skill should be one skill or two? Same with tasks?