꧁JD_BHARAT🇮🇳꧂🙏

All tweets are personal opinion only under freedom of speech. RT or Like are not endorsements.

[Moon Dev @MoonDevOnYT]

this ai coded a high-frequency trading bot that just casually hit an 83% win rate in testing

i ran a massive backtest for 7 novel strategies in minutes and one completely broke the system with insane roi

steal this exact workflow to stop trading manually and automate your setup before you miss the bull run

[Quant Science @quantscience_]

The secret of Hedge Funds is revealed in a 12-page PDF.

Columbia University released the complete Black-Scholes Model framework that quants at firms like Jane Street & Two Sigma are known to use.

They released it for free.

Bookmark and read this (before someone takes it down):

[Jaydeep @_jaydeepkarale]

How is everyone keeping up with AI anymore ?

[Noisy @noisyb0y1]

She built 100+ agents for Anthropic and made $1.3M - and in 60 minutes leaked everything she knows at Stanford:

02:07 - her first agent for Anthropic brought her $1.3M
08:34 - agents replace a team of 50 engineers worth $200k a month
19:47 - one agent did overnight what the company planned for 5 years

after watching I launched my first agent - $7k in the first week and zero employees needed.

Save & watch - the article below is step by step how to build your first agent like hers.

[Mohini Goyal @Mohiniuni]

🚨 Claude Code is becoming the operating system for AI builders.

This ecosystem now includes:

→ MCP servers (connect Claude to apps, databases, browsers, APIs)
→ Skills (reusable workflows and automations)
→ Agent frameworks (multi-agent systems that collaborate)
→ Automation tools (run tasks without constant supervision)
→ Deployment tools (ship apps directly from Claude)

I've collected the best resources, tools, and free certification courses below.

Learn this stack now, and you'll be ahead of most AI users still stuck at prompting.

🔖 Bookmark this. You'll need it later.

1. Anthropic AI Fundamentals with Claude:
https://t.co/plHMv9uVJl

2. Claude AI Tools for Beginners Specialization:
https://t.co/SXUddy7voo

3. Claude Design Fundamentals:
https://t.co/VDgIG4YUqP

4. Claude Cowork for Automating Processes:
https://t.co/PyxuUfgE36

5. Claude for Professional Productivity and Task Automation:
https://t.co/xaRtvmxr09

6. Claude Cowork for Automating Processes:
https://t.co/cbSWQzoUgz

7. Claude Skills: Automating Business Workflows:
https://t.co/ZMrcHenYzE

8. Claude Code: Software Engineering with Generative AI Agents:
https://t.co/sgLxcCVuYV

9. Mastering Claude Code: From Setup to Real Projects:
https://t.co/x1PxJJnATS

10. Mastering Claude AI: Prompting, APIs, RAG, and MCP Specialization:
https://t.co/01Ezn6OaSD

11. Generative AI Software Engineering Specialization:
https://t.co/R1VwESSLO3

12. Mastering Claude AI: Prompting, APIs, RAG, and MCP Specialization:
https://t.co/01Ezn6OaSD

13. Intro to Claude AI https://t.co/rrIuuULtvv

Follow me for more such career updates link!!

[Quant Science @quantscience_]

Grab it here: https://t.co/06lAbGws5h

[Quant Science @quantscience_]

This paper unlocks every algorithm used by hedge funds.

151 trading strategies.

Get it here (361 page PDF):

[arc. @arceyul]

🚨Ahora puedes convertir a Claude Code, Codex y Cursor en un senior developer real.
100% gratis.

Superpowers ya supera las 94.000 estrellas en GitHub.

La herramienta:

→ obliga al agente a hacer brainstorming antes de escribir una sola línea

→ aplica TDD red/green sin excepciones (borra el código si no hay test previo)

→ orquesta subagentes en paralelo con git worktrees aislados

La diferencia es absurda:

Claude Code estándar → va directo al código, debuggea a ciegas y abandona los tests

Claude Code + Superpowers → flujo de 7 fases: Brainstorm → Spec → Plan → TDD → Subagentes → Review → Ship

Cero código antes de tener tests pasando.

Y además: → funciona en Claude Code, Codex, Cursor, Gemini CLI, OpenCode y Copilot CLI → el agente trabaja en autonomía durante horas sin desviarse del plan

100% open source bajo licencia MIT
A partir de cierto tamaño de proyecto, los agentes empiezan a alucinar, romper tests y meter código muerto.

Superpowers fuerza el proceso de un ingeniero senior y mantiene el contexto bajo control.

Esto cambia por completo cómo se programa con agentes.

Ya no escribes prompts a ciegas. Tu agente trabaja como un senior.

[Quant Science @quantscience_]

Top 10 Algorithmic Trading Strategies (and how they work) 🧵

[Recogard @recogard]

11 free GitHub repos for Polymarket trading…

Here is everything you need to automate and make your trading much easier:

1. The largest Polymarket dataset with over 36GB of real trading data from more than 72 million trades.

It was created and analyzed by a Coinbase developer.

GitHub: https://t.co/qkoF6TyjJQ

2. A backtesting simulator that lets you test your own ideas and strategies on real historical markets to see your potential pnl, win rate and all possible risks.

GitHub: https://t.co/fmzzTgXAUl

3. This bot automatically manages all your limit orders on Polymarket to maximize liquidity rewards.

GitHub: https://t.co/nvb96dTIwx

4. This tool analyzes the real trading behavior of any Polymarket trader.

It identifies repeated patterns, shows which strategies he uses and helps you understand how to adapt them to your own trading.

GitHub: https://t.co/SzdjHtASLt

5. A trading bot-toolkit that includes copy trading, arbitrage, market making, whale tracking, spread farming and more.

GitHub: https://t.co/p3obYeQTzO

6. This is a trading bot with a Smart Money strategy - it finds top traders in selected markets, filters them by pnl, win rate, consistency and then creates a list for automated copy trading.

GitHub: https://t.co/qbk9l2uxLd

7. An AI powered trading terminal that connects Claude to Polymarket. It can analyze markets in real time, track prices, suggest possible trades and even trade for you.

GitHub: https://t.co/5kFPrvOY3E

8. A weather bot that can analyze multiple sources, like forecasts, airport data and aviation observations (METAR and SPECI) to generate the accurate weather report for a specific city and day.

GitHub: https://t.co/No3sBcqMg1

9. A tool for building your own AI agents and assigning them any tasks (with a step by step usage guide).

GitHub: https://t.co/eItPbDlVhs

10. This tool analyzes what happened over the last 30 days, finds useful connections, patterns and recent context around the provided topic.
Very useful before trading.

GitHub: https://t.co/yETdyU8jT7

11. A huge public collection of 100+ free useful tools and services for trading on prediction markets (from trading bots and analytics dashboards to AI agents and educational resources).

GitHub: https://t.co/jqvVR9106v

All of these repos come with detailed step by step setup guides in English.

[Jobescape @jobescape_ai]

Full Claude Course

Master Claude to automate repetitive tasks, build apps without coding, create real portfolio projects, and become more valuable at work.

[Raahi Bhushan @raahi_bhushan]

Ran some tests on last 2 months data to understand how hedging behaves. Complete report here 👇

https://t.co/0fc410LTsQ

Few insights I could get .....
1/4

[Raahi Bhushan @raahi_bhushan]

The wait is over! 🎉 The UI trading system is finally OPEN SOURCE! 💻✨

Claude prepped the entire repo in < 2 hours. Added easy install setup, security, and stripped extra code.🤯

Check it out here: https://t.co/acPswdDoFA

Drop a ⭐️ if you like it, and report issues you find.

[CyrilXBT @cyrilXBT]

140K GITHUB STARS. THREE MONTHS.

While most people are still copy-pasting into ChatGPT every single morning, this stack stopped needing that entirely.

Hermes plus Obsidian plus NotebookLM. It writes its own skills the moment it catches a repeated pattern. It maps your knowledge into a real graph. It remembers what you taught it last week without you saying a word.

One local setup. Zero re-briefing, ever.

Bookmark this now.

[Shushant Lakhyani @shushant_l]

I'm amazed most people still use Claude like a chatbot.

Here's how to turn Claude Cowork into your personal AI employee that gets real work done.

---

1. Claude Cowork works directly with your local files instead of just answering questions.

---

2. It is designed for operational work, while Chat is conversational and Code is for developers.

---

3. You can organize folders, analyze data, generate reports, and create documents automatically.

---

4. Work in a Folder keeps Claude focused on only the files you choose.

---

5. Scheduled Tasks let Claude run recurring workflows like reports and summaries.

---

6. Skills save reusable instructions so you don't have to repeat prompts.

---

7. Connectors integrate apps like Gmail, Notion, Slack, GitHub, and more.

---

8. Dispatch lets you trigger tasks remotely from your phone.

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9. A proper workspace setup with context files makes Claude significantly more reliable.

---

10. Built in security keeps your work isolated with sandboxing and controlled file access.

---

To learn more, check the infographic.

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[CyrilXBT @cyrilXBT]

Anthropic just dropped 5 workshops on building self-improving agentic systems from scratch:

00:00 - Ship your first Claude agent
36:44 - Build memory for Claude agents
1:05:06 - Make your agent autonomous
1:26:46 - Set up a proactive agent
2:03:35 - self-improving agents (tools,skills)

These 3-hours of free Claude workshops will replace 10 paid agentic courses.

Watch today, then read article below on how to build a self-improving agentic system with Fable 5.

[Tom Dörr @tom_doerr]

Turns LLMs into penetration testing agents

https://t.co/MO6jQhRknw

[The Better India @thebetterindia]

She wasn't born in India. Yet she spent a lifetime ensuring India's languages, philosophy and civilisational wisdom were never forgotten thousands of kilometres away.

For decades, Dr. Lyudmila Khokhlova dedicated her life to teaching Sanskrit, Hindi, Indian philosophy, literature, and history to generations of students in Russia.

A renowned Indologist and linguist, she authored 6 books and 92 research papers in Russian, English, and Hindi, helping introduce countless students and scholars to India's rich intellectual and cultural heritage.

Her work also strengthened academic and cultural ties between India and Russia, inspiring deeper interest in Indian civilisation across borders.

In recognition of her lifelong contribution, she has been honoured with the Padma Shri, one of India's highest civilian awards.

#PadmaShri #PadmaAwards #IndianCulture #Education

[Padma Shri 2026, Dr Lyudmila Khokhlova, Russia]

[CyrilXBT @cyrilXBT]

ANTHROPIC JUST DROPPED 5 FREE WORKSHOPS ON BUILDING SELF IMPROVING AGENTS FROM SCRATCH.

00:00 Ship your first Claude agent
36:44 Build memory for Claude agents
1:05:06 Make your agent autonomous
1:26:46 Set up a proactive agent
2:03:35 Self improving agents with tools and skills
3 hours of free workshops that replace 10 paid agentic courses.

Watch today, then read the article below on building a self improving system with Fable 5.

Bookmark this. Follow @cyrilXBT

[Kshitij Mishra | AI & Tech @DAIEvolutionHub]

50 USEFUL GITHUB REPOS

1. iFixAi — AI misalignment testing
→ https://t.co/iu8Yc7QWnV

2. public-apis — free APIs for everything
→ https://t.co/1u5LAowSWo

3. build-your-own-x — learn by building
→ https://t.co/BKnK2mXNu9

4. developer-roadmap — learn any tech skill
→ https://t.co/jME7PVbBfX

5. free-programming-books — thousands of free books
→ https://t.co/lnK5LHMx9d

6. system-design-primer
→ https://t.co/fPYxzvxYCn

7. coding-interview-university
→ https://t.co/inAR6tL0Bk

8. the-art-of-command-line
→ https://t.co/4gKtXk2j53

9. project-based-learning
→ https://t.co/1C3tWvBDss

10. you-dont-know-js
→ https://t.co/2566ljZjs0

11. the-book-of-secret-knowledge
→ https://t.co/dxaxnrf0XO

12. tech-interview-handbook
→ https://t.co/TATOXQoPS4

13. awesome-selfhosted
→ https://t.co/caLDANTEHu

14. javascript-algorithms
→ https://t.co/KG4n64dJQB

15. 30-seconds-of-code
→ https://t.co/7T69jAf3Qi

16. github gitignore templates
→ https://t.co/ccpMK13pIk

17. ollama — run LLMs locally
→ https://t.co/pSPuwpBB6X

18. langchain
→ https://t.co/ns4aMElunl

19. n8n automation
→ https://t.co/pmMLX1OLtH

20. openclaw — local AI assistant
→ https://t.co/WNcfpuS78U

21. dify — AI app builder
→ https://t.co/5n515pe0vY

22. langflow
→ https://t.co/J0vuq4iDsj

23. mem0 — AI memory layer
→ https://t.co/iRVzhBjwsX

24. browser-use
→ https://t.co/vNcm1mA4EE

25. crewAI
→ https://t.co/L5Ek3G6XUn

26. MetaGPT
→ https://t.co/Y0Dw38teti

27. AutoGen (Microsoft)
→ https://t.co/MogAZ0Z9BK

28. aider — AI coding assistant
→ https://t.co/5RsnQutytk

29. markitdown (Microsoft)
→ https://t.co/wfxHGaPVSe

30. open-webui
→ https://t.co/WfCqfddjS1

31. maigret — OSINT tool
→ https://t.co/BLB1pt1uyM

32. TradingAgents
→ https://t.co/xunNFf8ZxT

33. stagehand
→ https://t.co/MGoP8zgbKj

34. firecrawl
→ https://t.co/j7OoStFWyW

35. transformers (HuggingFace)
→ https://t.co/AtyDLv7NXI

36. vLLM
→ https://t.co/C5ZwTuifLf

37. llama.cpp
→ https://t.co/HE6yAYBt69

38. llama_index
→ https://t.co/Tl8mBg4OXN

39. nanoGPT (Karpathy)
→ https://t.co/H8NvouHfz6

40. RAGFlow
→ https://t.co/gjXWRa0cfW

41. supermemory
→ https://t.co/Ldz901ueZE

42. awesome-claude-skills
→ https://t.co/frNDGlD5tQ

43. Bumblebee (Perplexity AI security tool)
→ https://t.co/HjJcqBz18v

44. ComfyUI
→ https://t.co/iqgfVQQuPr

45. DeepSeek (official repo varies by model release)
→ https://t.co/cS0CTNrRjB

46. Lobe Chat
→ https://t.co/QZUVri1gtC

47. freeCodeCamp
→ https://t.co/HGX6udgqz5

48. system design + interview prep extras (bonus)
→ https://t.co/inAR6tL0Bk

49. AI agents ecosystem (extra)
→ https://t.co/ns4aMElunl

50. automation + AI workflows (extra)
→ https://t.co/pmMLX1OLtH

Save this before you forget it exists.

You'll come back to at least ten of these.