Advanced GPU infrastructure, collaborative AI Agents, and intelligent RAG systems. Build, deploy, and scale AI solutions with comprehensive tools.

https://preview.redd.it/p87itrtbsnvg1.png?width=2141&format=png&auto=webp&s=bbd1d70bc1dfb97dc9ec234df0a58c6fb7a85f72 Opus 4.7 dropped and people are split on whether it's better or worse. First of all, I genuinely love Claude models, espec…

I upgraded my account today and resumed some tasks that I was doing earlier in the week. They were going very quickly, and usage wasn't over the top...

A living collection of real prompts shared by creators on Twitter, covering data viz, portraits, product design, and more.Links back to original tweets.

Hi everyone. It's been a while since I posted (was a lil burned out), but some of you may have seen my older SanityHarness posts.

there’s a weird pattern i keep seeing in local llm setups... people spend time optimizing models, quantization, embeddings, vector dbs, all that but the system still forgets basic decisions, tools, and context between sessions and the issu…

I noticed that I can no longer conduct web searches or use research features with Opus 4.6. Is this intended behavior or a known bug?

AWS Security Agent on-demand penetration testing is now generally available Today, AWS announced the general availability of AWS Security Agent for on-demand penetration testing in six AWS Regions. AWS Security Agent delivers autonomous pe…

结果汇总（Qwen3.5-35B-A3B Q8_K_XL，M2 Ultra）： | 测试项 | 速度 | |--------|------| | Prefill 10240 | 1734 t/s | | Prefill 16384 | 1552 t/s | | Generate 512 | 63 t/s | 参数：-ngl 99 -fa 1 -b 2048 -ub 2048 -ctk bf16 -ctv bf16 -mmp 0，3 次重复取平均。

Full JANG adaptive mixed-precision quantization sweep of Qwen3.6-35B-A3B: https://huggingface.co/collections/bearzi/qwen36-35b-a3b-jang All 15 profiles, from extreme compression to near-lossless: JANG_1L JANG_2S/2M/2L JANG_3S/3M/3L/3K JANG…

Previously, when performing local inference on the Qwen3.5 30B A3B 4-bit large language model, the prefill stage would consistently cause Claude Code to time out. Today, after updating to omlx 0.3.6, I redownloaded the oQ-quantized models.

Deploy Your AI Agent Army Get in 30 seconds what takes ChatGPT 5 minutes. 7 specialized agents attack your task in parallel — research, plan, implement, verify, optimize.

Don’t miss what’s happening People on X are the first to know. Log in Sign up Post Conversation Boris Cherny @bcherny Dogfooding Opus 4.7 the last few weeks, I've been feeling incredibly productive.

Right now, every time I switch between ChatGPT, Claude, and Gemini, I’m basically copy‑pasting context, notes, and project state. It feels like each model lives in its own silo, even though they’re doing the same job.

I’ve heard that using multiple prompts (or a step-by-step approach) can give better answers from an AI, but in my experience, I keep getting basically the same results. For example: Option 1 (single prompt): "Which car is best for me based…

So there's a meme going in Claude Code right now about the 'strawperry'. I thought it was a joke!

[Showcase] Omnix: A local-first AI engine using Transformers.js Hey y'all! I’ve been working on a project called Omnix and just released an early version of it.

Claude Monitor A comprehensive monitoring and visualization tool for Claude Code sessions. Track token usage, costs, tool calls, and session activity through a real-time web dashboard.

I've been trying to pass this feedback on to you for months via tagging product leads and even Sam. Thank you so much for: The pre training done by the research team.

Inside VAKRA: Reasoning, Tool Use, and Failure Modes of Agents VAKRA Dataset | LeaderBoard | Release Blog | GitHub | Submit to Leaderboard We recently introduced VAKRA, a tool-grounded, executable benchmark for evaluating how well AI agent…

Complete 06 tips in claude-code-best-practice repo: https://github.com/shanraisshan/claude-code-best-practice/blob/main/tips/claude-boris-6-tips-16-apr-26.md

I'm currently a 2nd Year University Student, and I have a couple of classes studying advanced biology and chemistry. Would Claude Pro be worth it for my current studies, but also for the rest of my degree?

Woke up to see my weekly limits reset 36 hours earlier! Yes!

Not sure if people have figured this out yet, but you get noticeably better results on pretty much anything (except search, where the app wins) by using Claude Code instead of the normal chat. Doesn't matter if you run it from the app, VS…

A bit of background, the company I work at has been piloting Claude for our enterprise platform, something that emerged early on was the artifacts are awesome for people to quickly get interactive dashboards to other groups or departments…

Disclaimer: I only use Claude Code, not the web app, and I exclusively use CLAUDE_CODE_EFFORT_LEVEL=max (/effort isn't sufficient because it resets per session) I am just getting better results with any coding-related task. It finds more b…

I keep on hearing from community here that Minimax models are pretty solid, their benchmark are also always respectable but I am never able to get decent result from them. I have tried local setup (multiple harness) I have even tried their…

I have tried downloading Claude 10 different times from the macOS .pkg and i have gotten this same message 10 times.... I have done everything...

I was disappointed with Gemma 4 due to various bugs and in the end lackluster performance for the internet research/information synthesis type tasks I use local AI for. Even after every last fix and update of both mode quants and llama.cpp…