Punit Pawar

Built an AI chatbot called LangBot 🤖 I wanted to go beyond a basic Q&A bot and build something that could actually feel useful: • hold natural conversations • remember context across multiple threads • search a custom knowledge base using RAG • use tools like web search, math, and weather when needed • has a analytical dashboard So I built LangBot with: ⚡ Google Gemini 🦜 LangChain + LangGraph 📚 ChromaDB 🎨 Streamlit This project taught me a lot about LLM orchestration, memory, retrieval, and building assistants that do more than just generate text. Still improving it — but excited about where it can go next 🚀 #AI #LLM #LangChain #RAG #DataScience #MachineLearning #Innovation #TechProjects #GoogleGemini #Project #Learning #Connect

@AnthropicAI Wow, this is incredible research. So Claude basically developed a hidden internal "scratchpad" for multi-step reasoning? How does the J-Lens actually read these hidden thoughts without affecting the final output?

New Anthropic research: A global workspace in language models. Of everything happening in your brain right now, only a tiny fraction is consciously accessible—thoughts you can describe, hold in mind, and reason with. We found a strikingly similar divide inside Claude.

Anthropic opening up Claude's internal "subconscious" is wild. The fact that it reasons silently before generating text is both fascinating and a bit eerie! 🧠🤖

@emollick Accurate insight. As models mature, performance depends less on "hacks" and more on structured context, clear constraints, and robust evaluation. It’s a shift from clever syntax to clear intent.

Even before the agentic revolution, prompting tricks stopped being very valuable, as our research has shown. The best approach to AI right now is to clearly specify your goals, your output, what "good" & bad look like, how to test the results... (yes, this is just management)

@sweinvestment Sure mate😊

@Punitwts Congrats man! Let’s reach even greater heights together. Keep grinding!

From yesterday 12 PM to today 3 PM: 📈 3.5K → 62.9K impressions 🤝 83 → 212 followers ⚡ 157 → 973 engagements +77 followers today ✨ Safe to say… the last 27 hours have been unreal 🥹 A day ago I was just experimenting — posting, replying, and trying to find my place on X. Now I’m meeting builders, engineers, founders, and genuinely curious people every single day. Grateful for every follow, reply, like, repost, and conversation so far. Still early. Still learning. Still building. 🚀🤝

@ZofloqDev Thanks! Honestly, it comes down to building in public and consistently engaging and replying with the developer community and big accounts here.

@Punitwts This is impressive growth very interested in what you do to get these numbers as I'm trying to grow my saas and this account. Look forward to a reply

Today was insane.😱💥 +120 followers in a day😍 ~45K impressions today📈 Now at 80K total impressions and 250 followers🥺❤️ I’m learning one thing fast: show up, post, reply, repeat. Now I’m meeting builders, engineers, founders, and curious people every single day. This app is crazy. And I’m just getting started. 🚀

@FabrizioRomano 11 World Cup goals, 27 matches, and transformed Portugal into a global powerhouse. Legendary career.

🚨 Cristiano Ronaldo: “It’s been my LAST World Cup, yes… but now I will have time to think, stay with my family and life continues”.

@MadridismoreaI End of an era. The greatest to ever do it. #cr7 🐐❤️

“Un video no puede hacerte llorar”

@433 End of an era. The greatest to ever do it. 🐐❤️

𝐓𝐇𝐄 𝐖𝐎𝐑𝐋𝐃 𝐂𝐔𝐏 𝐃𝐑𝐄𝐀𝐌 𝐈𝐒 𝐎𝐕𝐄𝐑 ☹️💔 That was Cristiano Ronaldo's last-ever World Cup game... 🥺

@433 Cristiano Ronaldo: "Even if I win the World Cup, I won't be higher than I am, and even if I don't win, I won't be any less."

𝐅𝐎𝐂𝐔𝐒. 😤

@abacusai Fable 5 is an absolute powerhouse. Getting it included natively right inside the ChatLLM platform instead of juggling individual subscriptions is a huge win. The prompt-based routing makes switching models seamless.

🚨 Claude Fable 5 Launched On ChatLLM Try it for hard-coding prompts!! Auto-route to the best model based on prompt hard-coding - Fable 5 design - Sonnet 5 simple-coding - GPT 5.5 front-end - Opus 4.5 Our agent will automatically find the best AI for your task Comes with your ChatLLM subscription

🚨🇵🇹 Cristiano Ronaldo has arrived for Portugal to face Spain.

@selecaoportugal @SEFutbol Perfect night for a massive performance. Force Portugal! 🇵🇹

Almost game time ⏳👀 @SEFutbol #VaiDarPortugal | #FIFAWorldCup

@selecaoportugal CR7

O 𝗫𝗜 𝗜𝗡𝗜𝗖𝗜𝗔𝗟 para o jogo contra a Espanha no Mundial 2026 🫡 #VaiDarPortugal | #PORESP #FIFAWorldCup

Por Portugal. 🇵🇹💫 #VaiDarPortugal | #FIFAWorldCup

@DinkinFlicka400 Thanks bro❤️🤝

@Punitwts Damn bro keep going

@PeptideBuz Thanks🤝

@Punitwts Nice!

@chanduuu_cs Let's connect mate.🤝

@Punitwts Congratulations man. Let's connect 🤝

@kfinservices Thanks🤝❤️

@Punitwts Great show punit 👍

@kipchilisk Thanks mate🤝❤️

@Punitwts Impressive keep pushing

@Vvikramai True. Compounding habits is the ultimate cheat code for creators.

@Punitwts The best part isn’t the numbers. It’s that you’re building the habit. Followers come and go. A consistent creator keeps growing.

@selecaoportugal Força Portugal!!

Já se sente o vosso apoio em Dallas 🤠💫 #VaiDarPortugal | #FIFAWorldCup