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What is effort really? When do you change it it and why not just use max effort for everything? I dove deep into this problem, looking into evals and doing my own tests and I was quite surprised by the results. https://x.com/i/article/2103535187426709504

耶鲁一位计算机博士生，把自己发论文用的画图脚本全开源了，项目叫 figures4papers。支持柱状、雷达、折线趋势、三维球体示意、概念等类型图，8 个论文项目各一个文件夹，脚本、数据、成图放在一起，照着改数据就能出自己的图。他还把这套画图风格整理成了一个 Skill，接进 Cursor、Claude Code 或 Codex。

the reality of vibe coding agree?

I made my first crore when I was 21 in college. It came entirely from remote work, not YouTube. That financial baseline changed my life and gave me the total freedom to explore the tech industry on my own terms. I will always advocate for expanding your horizons beyond local borders. Expanding your network globally, especially from India, is life-changing. Always remember: folks who are actually making good money won't push overpriced courses on you or seek validation online. Focus on what works: build in public, contribute to open source, touch grass, lower your screen time, connect with people, and be kind.

The easiest way to find out which models you can run on your computer: Just run npm i -g @magnitudedev/cli and magnitude setup. It profiles your machine and ranks models by speed, accuracy, intelligence, and memory. Then pick a harness (Pi, OpenCode, Claude Code, Codex, etc.).

Cursor can now build charts and diagrams right in the chat. Use /visualize to analyze data and see the answer inline. Available now in the Agents Window. https://t.co/oDR6jJvAGK

Trump just launched https://t.co/uiXpMCCqp6, an AI website that gives you facts. I asked "Did Donald Trump lose both the popular vote and electoral vote in the 2020 election." The answer is a clear "YES". https://t.co/9BBpurUQHh

I've tested every vibe coding resource I could find this year. These are the 28 I actually kept, grouped by what you're stuck on. Bookmark this one 🔖 🧵👇 1. https://www.scrolltide.co/ - 200+full build prompts for 3D and scroll-driven sites, each one a complete design brief rather than a component you drop in.

Welcome back to Hermes Agent, Claude New official plugin that uses Claude SDK without the tradeoffs to enable Claude Code subscriptions to work in Hermes Agent again! Check it out and install it here: https://hermes-agent.nousresearch.com/docs/plugins/claude-subscription-directsdk

After Opus 5.5, I think it's time to retire "vibe coding." This is just how programming works now.

The only Claude Code skill you need to make videos like this It analyzes your repo and outputs a complete motion-graphics teaser with sound design and launch copy in a single run. repo link: https://github.com/latent-spaces/brag

🚨 BREAKING: Google just launched free AI courses. No sign-up fees or prior skills required. Here are 10 courses you don't want to miss:

here's a prompt to improve your agent harness based on what we've learned at cursor. enjoy # Improve this agent harness's token efficiency You're working on an LLM agent harness: the system prompt, tool definitions, request assembly, context caching, compaction, and retrieval

Claude Founder House is coming to SF Tech Week (Oct 6–8) and Stockholm (Oct 14). Come for talks, workshops, and office hours with our team, plus time to meet others building with Claude. Whether you're a founder, a CEO, or a builder, there's a session for you. https://t.co/LiXccCEV7t

I'm going to be real with y'all for a minute. I am so, so tired of voice-to-text. I like typing. I can communicate exactly what I'm thinking without having to reserve mental energy to get the thing out of my head. The keys I press are the letters that appear on my screen.

GLM 5.3 and GLM 5.3 Flash are now available in Cursor! GLM 5.3 Max is the best-scoring open-weight model on CursorBench 4.0. https://t.co/fEelJWzeZY

Each day, Grok Bot looks at my X Bookmarks for things I find interesting, then it spins up a Cursor Agent to build a demo. It validates work with screenshots / video, then cuts a branch on a repo configured with @Cloudflare preview deploys.

Lots of founders are crashing out A year ago AI felt like an incredible opportunity. Most of us were able to ship faster, remove admin, and get time back. Lots of engineering founders were even able to explore marketing for the first time: SEO, organic social, outbound. Building complex systems that felt extremely productive. But since then, a lot has happened. Here’s some of the themes I’m seeing: AI marketing isn’t working. At first it feels impressive and it looks good but for most it’s not driving results. This is made worse by the fact everyone has access to the same tools. Inboxes are flooded, buyers are fatigued, the economy is flat. Engineers are fried. Yes you can ship more but for many the flow state has gone. It’s a new way of working and it’s not for everyone. The speed leaves many of us exhausted before 11am. There’s a feeling of what’s the point? Is my product’s next feature going to be redundant in a year, or a month? Can’t AI do what my business does, better?

Jev Founder, Diogo Amogo, just released a PDF on building a Jev Harness for coding agents this is a blueprint on how to make your coding agents 200× faster and 400× cheaper Send this PDF and the article below to your Claude Code or Codex instance and start shipping 200× faster 👇

For those moving back to Claude Code after being on the ChatGPT/Codex app for awhile, how are you feeling about the move? What do you miss?