Rob @rharsh

this is f*cking gold Andrej Karpathy joined Anthropic five weeks ago. A friend on his team just showed me the exact LOOPS.md file he actually uses. I dropped it into my setup. The very first response was different. Not slightly different. Completely different. Claude stopped giving generic answers and started working exactly the way I think. You don't talk to the model anymore. You build the system that talks to the model for you. Bookmark it before it gets lost in your feed. Read it now, then check the article below.

Khairallah AL-Awady @eng_khairallah1

2 weeks ago

x.com/i/article/2068…

44 332 2K 3.2M 6K

10 repositorios de GitHub tan potentes que no sé como siguen siendo GRATIS [guarda esto compadre] 1. Maybe Era un SaaS de finanzas personales. Cerraron. Lo open-sourced todo. github.com/maybe-finance/… 2. Dify Plataforma para construir apps con cualquier LLM. Lo que los AI builders cobran $500/mes. github.com/langgenius/dify 3. Open WebUI Interfaz de ChatGPT para correr cualquier modelo en tu máquina. Sin suscripción. Sin enviar datos. github.com/open-webui/ope… 4. Continue GitHub Copilot open source. Funciona en VS Code y JetBrains. Copilot cuesta $19/mes. github.com/continuedev/co… 5. Chatwoot Intercom y Zendesk open source. Soporte al cliente en tu propio servidor. Intercom: $74/mes mínimo. github.com/chatwoot/chatw… 6. Docuseal DocuSign open source. Firmas electrónicas sin límites ni coste por documento. github.com/docuseal/docus… 7. Metabase Tableau open source. Business intelligence visual sin código. Tableau: $70/mes. github.com/metabase/metab… 8. Activepieces Zapier open source con más de 200 integraciones y sin límite de operaciones. github.com/activepieces/a… 9. Huly Linear + Notion + Slack todo en un solo repositorio. github.com/hcengineering/… 10. Flowise Constructor visual de agentes de IA con drag & drop. Sin código. Sin suscripción. github.com/FlowiseAI/Flow… Esto no son proyectos de hobby. Son alternativas reales al software que pagas cada mes. Lo mejor de internet no tiene marketing. Está en GitHub.

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Learn programming by playing games: JavaScript → javascriptquiz.​com Blockchain → cryptozombies.​io SQL → mystery.knightlab.​com Python → codedex.​io CSS → cssbattle.​dev Go → codingame.​com Java → tynker.​com Git → ohmygit.​org

Your AI coding agent now knows Clerk. One command. Every auth pattern. npx skills add clerk/skills

Tools the internet doesn't want you to find 🔍 1. Shodan A search engine for internet-connected devices. You can find cameras, servers, and routers exposed online. 2. Archive. ph Saves a permanent snapshot of any webpage. Useful when articles go behind paywalls. 3. Similarsites Enter any website and instantly find dozens of similar ones. Great for discovering alternatives. 4. Mailtrack Shows you when someone opens your email. You see the exact time it was read. 5. Hunter. io Type in a company name and it finds employee email addresses linked to that domain. 6. Photopea A free Photoshop that runs entirely in your browser. No download needed. 7. 12ft .io Removes paywalls from most news articles. Just paste the link and read for free. 8. Carbon Turns your code into beautiful shareable images. Popular among developers. 9. Explainshell Paste any Linux command and it explains exactly what every part does. 10. Tineye Reverse image search that shows where a photo has appeared on the internet. 11. Namecheckr Check if a username is available across all social media platforms at once. 12. Untools A collection of thinking frameworks and mental models to help you make better decisions. 13. BuiltWith Shows the exact technologies, tools, and software any website is built with. 14. GeoGuessr Drops you anywhere in the world on Google Street View. You guess the location. 15. Virustotal Upload any file or paste any link and it scans it with over 70 antivirus engines instantly.

10 repos blowing up on GitHub this week that replace $1,500/month in AI tools 1. andrej-karpathy-skills → replaces paid Claude Code courses    one CLAUDE.md file from Karpathy's LLM coding observations    48,965 stars. 7,939 stars TODAY github.com/forrestchang/a… 2. claude-mem → replaces paid context/memory tools    auto-captures everything Claude does across sessions    compresses with AI and injects into future sessions    59,373 stars. 1,907 stars today github.com/thedotmack/cla… 3. voicebox → replaces ElevenLabs ($22/mo)    open-source voice synthesis studio    18,963 stars. 887 stars today github.com/jamiepine/voic… 4. open-agents → replaces paid agent platforms ($200/mo)    open-source template for building cloud agents. by Vercel    3,105 stars. 735 stars today github.com/vercel-labs/op… 5. cognee → replaces paid knowledge bases ($50/mo)    AI agent memory engine in 6 lines of code    15,733 stars github.com/topoteretes/co… 6. magika → replaces paid file detection tools    AI file content type detection. by Google    14,603 stars github.com/google/magika 7. GenericAgent → replaces paid agent infra ($100/mo)    self-evolving agent. grows skill tree from 3.3K-line seed    6x less token consumption than standard agents    2,661 stars. 883 stars today github.com/lsdefine/Gener… 8. omi → replaces Rewind AI ($25/mo)    AI that sees your screen + listens to conversations    tells you what to do next    8,952 stars. 488 stars today github.com/BasedHardware/… 9. evolver → replaces manual agent optimization    self-evolution engine for AI agents    genome evolution protocol    3,074 stars. 866 stars today github.com/EvoMap/evolver 10. wallet tracking + copy trading → Kreo     tracks top Polymarket wallets. auto copies trades     the only tool on this list i actually pay for     because it makes more than it costs     → t.me/KreoPolyBot?st… total before: ~$1,500/month in AI subscriptions total now: $0 + Kreo like + bookmark you'll need this

🚨BREAKING: A former Anthropic researcher just leaked the internal Claude prompting playbook. No speculation. No guesswork. Direct from someone who built it. You're burning 35% of Claude's reasoning capacity with one common mistake. Here are the 10 prompts they use that nobody outside Anthropic knows about:

1. Document Parsing Pipelines MarkItDown is a lightweight Python utility for converting various files to Markdown for use with LLMs and related text analysis pipelines.

🚨BREAKING: Someone compiled every math and science course from Stanford, MIT, Berkeley, IIT and Harvard in one place. You can learn: - Quantum Mechanics, General Relativity, String Theory - Complex Analysis, Algebraic Geometry, Topology - Astrophysics, Quantum Field Theory, Statistical Mechanics - 630+ courses with full video lectures 100% Opensource and available for everyone.

Myth: You need a computer science degree to get started with Python, NumPy, and pandas. Reality: You need these 8 YouTube videos:

🚨 MIT just dropped their entire AI library for FREE. Yes… the same MIT that trains the world’s top AI researchers. If you want to learn AI properly (not YouTube shortcuts), this is a goldmine 🧠⚡ Here’s the roadmap 👇 🧩 FOUNDATION LEVEL 1️⃣ Foundations of Machine Learning → Core algorithms → Theory + practice lnkd.in/d4fUFJwT 2️⃣ Understanding Deep Learning → Neural networks made simple → Visual explanations lnkd.in/dygJ4trA 3️⃣ Machine Learning Systems → Production-ready ML → System design for scale lnkd.in/dQNYDcyT 🚀 ADVANCED TECHNIQUES 4️⃣ Algorithms for ML → Computational thinking → Smarter decision frameworks lnkd.in/da_U-mmD 5️⃣ Deep Learning (The Bible) → The definitive textbook → Everything from CNNs to Transformers lnkd.in/degYeZH9 🎮 REINFORCEMENT LEARNING TRACK 6️⃣ RL Basics (Sutton & Barto) → Agent training fundamentals lnkd.in/dS_2-r4R 7️⃣ Distributional RL → Beyond average rewards → Advanced theory lnkd.in/d4eNP-pe 8️⃣ Multi-Agent Systems → Cooperation & competition marl-book.com 9️⃣ Long-Game AI → Strategic agents → Future-proof intelligence lnkd.in/d8Ddw_Kt ⚖️ ETHICS & PROBABILITY 🔟 Fairness in ML → Bias detection → Responsible AI fairmlbook.org 1️⃣1️⃣ Probabilistic ML Part 1 (Foundations): lnkd.in/ds8UrtyS Part 2 (Advanced): lnkd.in/d2wsrdKM This is basically an AI degree from MIT — for $0. Bookmark this. Share with your dev friend. Future you will thank you. 💥Repost if you want more AI learning threads. 💥Follow @_Ai_Yash_ for more. 📌 Save this for later #AI #MachineLearning #DeepLearning #MIT #FreeResources #Learning #DataScience

The Only Git Command List You'll Need to Bookmark → Daily Lifesavers: • git status — Your repo’s daily health check • git add . — “Take everything, I’m ready” • git commit -m "msg" — The diary entry for your work • git push — Send it to the world • git pull --rebase — Fresh updates, minus the merge mess → Branch Magicians: • git branch — Show me all timelines • git checkout -b feature-x — Start a new adventure • git switch main — Jump between universes • git merge feature-x — Combine worlds • git rebase -i HEAD~5 — Rewrite history like a pro → Debugging Detectives: • git log --oneline --graph --decorate — Visual crime scene • git diff — What changed? Who changed it? Why?? • git blame {file} — Name and shame (lovingly) • git bisect — Find that one evil commit • git fsck — Check repo sanity → Oops Fixers: • git restore . — Undo accidental chaos • git reset --hard HEAD~1 — Delete the last mistake • git checkout -- {file} — Bring back a lost file • git stash — Hide your unfinished sins • git reflog — The ultimate undo time machine → Collaboration Superpowers: • git fetch --all — Pull updates, no drama • git remote -v — Show your repo connections • git pull origin main — Sync with the team • git push -u origin branch-name — Set an upstream buddy • git cherry-pick {hash} — Borrow just one commit from another branch → Release Masters: • git tag -a v1.0 -m "first release" — Stamp your moment • git tag — All milestones at a glance • git push --tags — Ship your releases • git describe --tags — Find where you are in release land • git archive --format=zip HEAD > release.zip — Pack and ship your code → Cleanup Crew: • git gc — Garbage collector for your repo • git prune — Get rid of unreachable commits • git clean -fd — Delete untracked files (danger + power) • git reset --soft HEAD~1 — Undo commit but keep changes • git branch -d feature-x — Remove dead branches → Power User Tricks: • git config --global alias.s status — Create your own shortcuts • git show {hash} — Peek into a commit’s soul • git shortlog -sn — Who contributed how much? • git worktree add ../dir branch — Work on multiple branches at once • git grep -n "text" — Search inside the repo like a detective What are YOUR go-to Git commands?

🚨BREAKING: You can now run Claude Code for FREE. No API costs. No rate limits. 100% local on your machine. Here's how to run Claude Code locally (100% free & fully private):

I’m 54, a physicist, have spent decades using mathematics to study the universe, solve problems, and build things. If your work touches numbers, now or in the future, and you want to learn math properly, this thread shows a from-the-ground-up math you’ll actually need:

I DON'T UNDERSTAND WHY PEOPLE DON'T USE CHATGPT FOR SIDE HUSTLES. Everyone's complaining about money while sitting on a goldmine. ChatGPT can analyze markets, create products, and find customers for you. Use these prompts to build a $5K/month income stream:

Many people use ChatGPT for writing or research. Top performers use ChatGPT as a thinking partner. Here are 8 prompts for planning, decision making and strategic thinking: [ 🔖 bookmark this post for later ] 1. Stress-Test My Thinking This is the plan I’m working on: [insert your idea, plan, or strategy]. Act as a reasoning analyst. Evaluate my logic, assumptions, or potential flaws, but don’t make edits. I want to pressure-test my thinking, not to explore new ideas. 2. Shift the Perspective Here’s the main idea I’m working with: [insert your idea]. Act as a perspective strategist. Explore new ways to present it, such as targeting a fresh audience, using a different emotional driver, or shifting the brand message. 3. Translate My Gut Feeling Something about this doesn’t feel right, but I can’t explain it: [describe the situation, message, or tactic]. Act as a clarity finder. Help me figure out what feels off, what could be confusing, out of place, or sending mixed signals. 4. Organize My Messy Thoughts Here’s a rough mix of my thoughts and notes: [insert notes, fragments, half-formed ideas]. Act as a structure builder. Take what I’ve shared and turn it into a clear outline, but keep my tone and don’t add anything new. 5. Help Me Face the Decision Here’s the situation I’m dealing with: [insert project or context]. Act as a decision coach. Show me where I might be stalling, overthinking, or avoiding a clear choice, and reflect on what’s keeping me stuck. 6. Surface the Deeper Question Here’s the situation I’m working through: [insert idea or challenge]. Act as a strategic advisor. Help me uncover the core question behind this. What bigger issue or choice should I really be focusing on? 7. Spot Execution Risks Here’s the plan I’m about to put into action: [insert strategy or outline]. Act as an operations analyst. Review my plan and call out where it could fall apart, like missed timelines, lack of resources, coordination issues, or anything else that might delay execution. 8. Make Sense of My Instinct Here’s the idea I’m leaning toward, and it feels right: [insert your idea or insight]. Act as a reasoning guide. Help me explore what’s behind my instinct, what signals, patterns, or logic might be driving this choice. Make better decisions. Use ChatGPT as your thinking partner. 📌 Get Advanced ChatGPT Guide (free): bit.ly/3StIB3z 👉 Follow me @AndrewBolis for more and 🔄 Repost this to help others use AI

🚨BREAKING: HuggingFace just dropped 9 free courses to level up your AI skills. From LLMs to agents, vision to gaming, audio to 3D and it's all open-source, all hands-on, and all free. Here’s what’s inside ↓

This is insane 🤯 A new system called Paper2Video can read a scientific paper and automatically create a full presentation video slides, narration, subtitles, even a talking head of the author. It’s called PaperTalker, and it beat human-made videos in comprehension tests. Hours of academic video editing... gone. AI now explains your research better than you do. 👉 github. com/showlab/Paper2Video

ytDownloader – Simple Linux GUI for YouTube Video Downloads tecmint.com/ytdownloader-l… Follow @tecmint for more #Linux tips.