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இப்ப அண்ணன் தெறி படத்துல வர்ற மாதிரி இவன தொங்க விட்ருவார்லடா…

அண்ணா @actorvijay தமிழ்நாட்டில் பெரும் நடிகராக இருந்து கொண்டு தமிழ் சினிமா வளர்ச்சிக்கு தடையாக தனது இன்னொரு விருப்பமான ரேஸை பார்த்து வரும் உங்கள் நண்பரின் கம்பெனியை ban செய்து அவரை சினிமா துறையில் ஆர்வம் காட்டி சினிமாவை வளர்க்குமாறு கேட்டுக்கொள்கிறோம் அண்ணா 🙏 - True thala fans

Happy Birthday to the man who redefined mass, #AjithKumar a very happy birthday! 🔥 #HappyBirthdayAjithKumar #HBDAjithKumar #HBDAK

Meet Kimi K2.6: Advancing Open-Source Coding 🔹Open-source SOTA on HLE w/ tools (54.0), SWE-Bench Pro (58.6), SWE-bench Multilingual (76.7), BrowseComp (83.2), Toolathlon (50.0), Charxiv w/ python(86.7), Math Vision w/ python (93.2) What's new: 🔹Long-horizon coding - 4,000+ tool calls, over 12 hours of continuous execution, with generalization across languages (Rust, Go, Python) and tasks (frontend, devops, perf optimization). 🔹Motion-rich frontend - Videos in hero sections, WebGL shaders, GSAP + Framer Motion, Three.js 3D. 🔹Agent Swarms, elevated - 300 parallel sub-agents × 4,000 steps per run (up from K2.5's 100 / 1,500). One prompt, 100+ files. 🔹Proactive Agents - K2.6 model powers OpenClaw, Hermes Agent, etc for 24/7 autonomous ops. 🔹Claw Groups (research preview) - bring your own agents, command your friends', bots & humans in the loop. - K2.6 is now live on kimi.com in chat mode and agent mode. For production-grade coding, pair K2.6 with Kimi Code: kimi.com/code - 🔗 API: platform.moonshot.ai 🔗 Tech blog: kimi.com/blog/kimi-k2-6 🔗 Weights & code: huggingface.co/moonshotai/Kim…

@Suryanshti777 Blueprint

Most people buy $997 AI courses... I built 13 AI Agents using $0 paid courses. Now I’m giving away the entire blueprint for FREE. This is not theory. This is the exact roadmap I used to: • Understand LLMs from scratch • Learn agent frameworks • Build production-ready AI agents • Use real repos & whitepapers • Skip expensive “guru” courses You’ll get: 📂 Curated learning path (videos + repos) 📘 Agent design guides 📚 Must-read books 🧠 Execution framework ⚙️ Practical build roadmap No fluff. No hype. Just implementation. If you use this properly, you can: • Build AI tools • Launch micro-SaaS • Freelance AI solutions • Create automation systems • Turn skills into income This is easily a $2,500+ roadmap if packaged as a course. But I’m dropping it free. How to get it: 1️⃣ Follow me 2️⃣ Like + Repost 3️⃣ Comment “Blueprint” I’ll send it to everyone who follow.

நீ என்னடா உன் கொள்கை தலைவர் காமராஜர் மாதிரி வருவே ன்னு பாத்தா, மாதம்பட்டி ரங்கராஜ் மாதிரி வந்து நிக்கிறே..??!!

“sangeetha should’ve waited till elections were over” well vijay should’ve waited till the divorce before he went for a new relationship

I spent the last few days prompting ChatGPT to understand how its memory system actually works. Spoiler alert: There is no RAG used manthanguptaa.in/posts/chatgpt_…

still searching for DSA playlists? still finding shortcuts to solve problems? still confused which language to do DSA in? or are you still stuck in tutorial hell? fact of this matter is there are no shortcuts no playlist which will magically teach you DSA no language which is the best to do DSA in and you wish to be stuck in tutorial hell what I will give you is just clarity and pls do not follow it as another tutorial/roadmap as even I have never followed one properly myself 1. all languages have their use cases so chose based on what you will do after mastering dsa, will you use that language for dev or any other tech domain or just dsa but master the basics of atleast one language 2. please do not get manipulated by what anyone else says, when you have chosen one language be confident and consistent with it 3. every video you see, follow it by solving problems alongside or after every topic you learn solve atleast 5 problems of that from any coding platform 4. if you wanna do this without following any videos or playlist then go raw and try to develop logical thinking by sitting with a pen and paper and approaching the problem by your own by writing a pseudocode for how the problem can be solved and refer the docs 5. if you cannot do any of the things I mentioned before then I have something you may call as a different approach of solving problems Every concept in DSA has specific number of patterns around which the problems are made Arrays — 500+ problems → just 5 patterns Trees — 400+ problems → just 6 patterns Heaps — 150+ problems → just 2 patterns Graphs — 350+ problems → just 7 patterns Strings — 400+ problems → just 4 patterns Intervals — 120+ problems → just 2 patterns Linked Lists — 250+ problems → just 3 patterns Backtracking — 200+ problems → just 3 patterns Stacks & Queues — 200+ problems → just 3 patterns Dynamic Programming — 700+ problems → just 8 patterns so basically 3000+ problems can be solved by mastering 50 core patterns it takes 5–6 months of focused, structured effort to master 50 patterns if you have genuinely read so far and you felt this was worth your time and worth the efforts I put in writing this, I would really appreciate you reposting this and hear your feedback, I genuinely want this to reach as many people as possible so it may help them

Happy New Year! In December, I shared 31 days of Claude Code features. Thanks for following along and the replies, the questions, the "wait it can do that?" If you missed any (or want them all in one place), here it is. Your 2026 terminal is about to be very different. 🧵

Agency > Intelligence I had this intuitively wrong for decades, I think due to a pervasive cultural veneration of intelligence, various entertainment/media, obsession with IQ etc. Agency is significantly more powerful and significantly more scarce. Are you hiring for agency? Are we educating for agency? Are you acting as if you had 10X agency? Grok explanation is ~close: “Agency, as a personality trait, refers to an individual's capacity to take initiative, make decisions, and exert control over their actions and environment. It’s about being proactive rather than reactive—someone with high agency doesn’t just let life happen to them; they shape it. Think of it as a blend of self-efficacy, determination, and a sense of ownership over one’s path. People with strong agency tend to set goals and pursue them with confidence, even in the face of obstacles. They’re the type to say, “I’ll figure it out,” and then actually do it. On the flip side, someone low in agency might feel more like a passenger in their own life, waiting for external forces—like luck, other people, or circumstances—to dictate what happens next. It’s not quite the same as assertiveness or ambition, though it can overlap. Agency is quieter, more internal—it’s the belief that you *can* act, paired with the will to follow through. Psychologists often tie it to concepts like locus of control: high-agency folks lean toward an internal locus, feeling they steer their fate, while low-agency folks might lean external, seeing life as something that happens *to* them.”

I know Shalin well and I say this with all due respect. The claim that Ajith was “virtue signalling” in his interview with Anupama Chopra completely misses what he actually said — and what he represents at this stage of his life. He never claimed to be an intellectual or a moral compass. He was very clear: He is not an intellectual. He is an actor. That’s humility, not pretence. He doesn’t preach — he simply talks about his life as a professional who happens to be famous. When he said, “I can’t go to my son’s school for dropping… I can’t drive a car in India—if I get noticed, fifty or sixty motorcycles follow for a picture and put everyone’s life at risk,” he wasn’t bragging. He was describing the cost of stardom and how even simple joys are lost due to public frenzy. That’s awareness, not arrogance. He even told Anupama, half-jokingly, “You probably met me 20 years ago — you probably hated me,” acknowledging that he used to be a different person. That moment said everything — he’s evolved, learned from his mistakes, and chosen peace over ego. That’s growth, not performance. And at a time when we talk about reducing hero worship, Ajith saying all this — with this level of self-awareness — should be appreciated. He’s dismantling the very myth the industry thrives on. He’s not a Kamal Haasan who cherry-picks the best scripts or intellectual roles; even Kamal has his Thug Life and Indian 2 moments. Ajith isn’t chasing that pedestal — he’s being unapologetically himself. He has always maintained that he has had more failures than his peers! His stance on the Karur stampede was also deeply rational: that in a country like India, people have to take responsibility for their own safety. That’s not indifference — it’s a practical, clear-eyed observation on how mob behaviour and lack of personal caution can turn tragic. He said what needed to be said, without sugarcoating it. Let’s not forget: this is the same Ajith who once stood up to powerful leaders like Karunanidhi, insisting that film actors shouldn’t be used for politics. He dared to say, “We are professionals, not political tools.” Very few have had the guts to draw that line at their peak. Beyond the screen, he’s quietly supported education, medical aid, and disaster relief — never with cameras, never for PR. His humility extends beyond words. His fans love him not for hype or invisible marketing, but because he’s real. He doesn’t sermonize, he doesn’t posture — he just lives the values he speaks of. You can debate his film choices, sure. But calling this interview “cunning and stupid” after everything he said about growth, restraint, and accountability says more about the critic’s cynicism than his words. Ajith didn’t virtue signal. He embodied what we keep asking of our stars — self-awareness, humility, and the courage to evolve in public. Finally, as someone part of the Media setup, I truly agree with Ajith for his views on sections of the media who pitch one group against others to fuel wrongful sentiments which get catapulted into another gear of nonsensical and nauseous behaviour by fan clubs. Period. Credits to @THRIndia_

@SwapAgarwal Link?

This 1-page Interview Prep Tracker has helped devs clear interviews at 10+ companies. Today, I’m making it public. It’s not just any template. It’s a proven structured system that keeps your prep focused and consistent, so you can see actual growth and ace each interview level. Here’s why devs love it: - Tracks every application and interview stage in one place. - Turns your skill gaps into a clear, time-bound practice plan. - Builds daily prep consistency without overwhelm. - Helps you prepare like a product-first dev, not just a coder. - Works even if you don’t have a CS degree or a referral. If you’re job hunting and want to walk into interviews 100% ready, just drop a comment and I’ll share with you. Let’s get you hired. 💪

படத்துல நீ லியோன்னு ஒத்துக்கணு சாவடிச்ச மாதிரி, இந்த படத்தை நல்ல படம்னு ஒத்துக்கணு நம்மள சாவடிக்குறானுக 😭

@aditiitwt Hi

@systemdesignone System design playbook

I created a playbook to help you learn system design. It gives you: • System design fundamentals • Condensed notes to read before the system design interview • Important concepts from real-world software engineering case studies To get it for FREE, just: 1. Follow me @systemdesignone 2. Like & Reply "System Design Playbook" Then I'll DM you the details.

@DusiSailakshmi Can you sent the group link

Shared 10+ active jobs today in group. 🥰

@coder_bytes Yes

Do you need 15 months plan to crack FAANG? If yes please comment, would share by tomorrow. #FAANG #Interviews #Coding

@systemdesignone Leetcode

How to Pass the Leetcode Interview (Without Getting Lucky). One of the best ways to improve at Leetcode is to study patterns and do mock interviews. I created a template to help you systematically approach Leetcode interviews. To get it for FREE, just: 1. Follow me @systemdesignone 2. Like & Reply "Leetcode" Then I'll DM you the details.

@Singh1Aryan 👍

System design blogs on leetcode Like and comment 👍 if you want this in your DMs