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Diving in the world of vibe coding & tech stacks 💻

Hyderabad, India
Joined October 2014
Photo by jaggu (@StitchWebsite)Photo by jaggu (@StitchWebsite)Photo by jaggu (@StitchWebsite)Photo by jaggu (@StitchWebsite)Photo by jaggu (@StitchWebsite)
jaggu retweeted
New in Claude Cowork: teach Claude a skill. Record your screen while you do a task, talk through it as you go, and Claude turns it into a skill it can run again. Find it under Record a skill in the + menu of the Claude desktop app. Available on Pro, Max, and Team plans.
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Den Chart Verlauf den er dort eingezeichnet hat mach meiner Meinung nach absolut Sinn.
$BTC: Report of the Century: Today I am making one of the biggest announcements since I sold the top in September 2025. I am taking profit on every single crypto short. The Bitcoin short built between $115,000 and $125,000 is closed now with a gigantic gain. The $80,500 short, built between $79,000 and $82,000, is closed with another massive profit. The 100+ altcoin shorts I opened over the last several months are also closed, locking in another enormous win on top. The time of drinking tea is over. Congratulations to everyone who ignored the noise, trusted the framework and followed me from September 2025 until today. Buying Bitcoin Spot: For the first time since September 2025, I am buying Bitcoin spot again. Today, I entered at $64,000 for the absolute long term. For the first time since 9 Months I am buying Bitcoin for the long term! It is the beginning of a structured accumulation strategy, and I will execute it with the same discipline that allowed me to sell the top. The Accumulation Strategy Everyone who followed my strategy at $115,000–$125,000 remembers exactly how it worked. Every day Bitcoin traded inside that zone, I sold 10% of my spot position and added shorts. I did not care whether BTC was at $116,000, $120,000 or $124,000. Now I am doing the exact same thing in reverse. Every day Bitcoin remains between $54,000 and $64,000, I will buy 5% of my allocated capital in spot Bitcoin. Not 10% this time, but 5%, because I want to spread the accumulation across a wider period! If Bitcoin stays at $62,000, I buy. If it falls to $58,000, I buy. If it drops to $56,000, I buy. If it wicks into $54,000, I become more aggressive. If it returns to $64,000, I still buy. As long as Bitcoin remains inside this zone of 54-64k I am buying every day with 5% of my entire capital limited to 20 days. The Technical Zone and Sentiment Shift The legendary weekly MA200 sits in this region and is now being tested from below. Bitcoin already reached the lower section of this area last week. The top of the 2024 consolidation box also aligns with it. More importantly, sentiment has completely flipped. And I need to say, there are more bears, much more bears than bulls outside, and I dislike being one of many. The same people who were screaming for $150,000 at the top are now desperately waiting for $40,000. X is flooded with targets of $50,000, $45,000, $42,000 and $38,000. Retail is once again standing on one side of the boat, convinced the market owes them the perfect entry. Front-Running the Herd Since I announced the 50-40k region as my deeper bear-market target, most of crypto X has copied the same narrative. They copied everything, The market is not blind. The market knows retail is sitting in cash waiting below $50,000. They know people are terrified to buy at $64,000 because they have convinced themselves they will receive Bitcoin at $40,000. I am not going to stand behind the herd and beg the market for the same price as everyone else. I am front-running them. And the next that is following is also going to increase the price and so on, and the chain will be continued and those who are waiting for lower can stay there waiting forever. Just because the four-year cycle worked at the top does not mean it will work at the bottom. Right now, everyone is waiting for September or October as if the market has already programmed the bottom into the calendar. Do you understand how insane that is? Ask anyone when they plan to buy and they will tell you September or October. Ask them why and they will repeat the same answer: because of the four-year cycle. That is the 1+1 herd behavior. What if the real cycle is not exactly four years? What if it is three years and nine or ten months? What if the market bottoms before the date the entire crowd is waiting for? Bulls are waiting, bears are waiting, and everyone is using the same indicator to justify the same timing. That alone shold cause panic to all waiting for the 4 years cycle to happen. Markets do not reward the masses for memorizing a calendar. I am betting against the four-year-cycle bottom. It is not happening. The bottom comes earlier. The Structural Shift Around Bitcoin The deeper reason for the change is not technical. It is structural. The environment around Bitcoin is shifting at a speed most people still do not understand. Regulatory clarity, tokenization infrastructure and institutional adoption are all moving forward at the same time, and the legal framework being built right now has the potential to unlock trillions of dollars of institutional capital that has been sitting on the sidelines or parked in the stock market waiting for certainty. Combine that with Coinbase's institutional buildout and BlackRock's fully operational ETF ecosystem, and we are no longer looking at the same Bitcoin market that existed six months ago. The CLARITY Act could go through on August 10 depending on the Senate, and that is not a small event. There is a reason the entire world is now racing to regulate crypto with full speed. BlackRock, Vanguard, JPMorgan, Goldman Sachs and the New York Stock Exchange are already inside the DTCC live tokenization pilot. Microsoft shares, SPY, QQQ and US Treasuries are being tested as tokenized securities right now, with the official launch planned for October. Stocks, ETFs and Treasuries are moving on-chain, and the largest institutions in the world are adopting blockchain rails while retail is still debating whether the bear market is over. On top of that, Citadel just invested $400 million directly into Crypto.com at a $20 billion valuation. The biggest players are deploying capital now, at scale, before the crowd understands what is happening. The infrastructure is being built directly in front of everyone, and I move my capital when the biggest capital in the world starts moving, not after In Regards of the Stock Market Crash: I am keeping every single SP500 short open. Bitcoin and the stock market are not the same trade, and they are not at the same point in their cycle. The crypto bear market began in October 2025 and continued for nine months while the stock market refused to fall. Bitcoin dropped 52% from 125k to 60k. In the same window the SP500 made new all-time highs. Crypto has already been repriced while stocks remain over valued. Therefore there is a very high probability that the Crypto Market will benefit from a Stock Market crash, as profits will move from over valued assets into under valued assets, and in times of Tokenization Hype, Stablecoin talk and the Clarity Act, these funds will very likely move into the Crypto Market. One More Thing: I called 40-50k as the target and I was clear about it, I called 60k when Bitcoin was at 120k, and at 60k I said 40-50k is coming, But when the entire crowd on X starts waiting for the exact same level, the market almost never delivers it. Six months ago nobody was calling for sub-50k. Today every single account is. That is exactly when the target gets taken off the table. I now believe we will not see 40-50k at all this cycle. The setup that would have delivered that level is dissolving in front of the tokenization revolution, the CLARITY Act, and the biggest capital in the world moving in. Changing my view when the facts change is what a good trader should do. It is exactly why I made massive profits shorting from 120k, and it is why I am accumulating now while others are still waiting for a bottom that will not come the way they want it. That is why I am buying now. The crowd has become aggressively bearish and the conditions required for a much deeper collapse are beginning to weaken in front of the regulatory and tokenization revolution. I would rather begin building a position before the crowd understands the shift than chase Bitcoin after confirmation at much higher prices. Buy earlier before the mass starts to understand.
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We’ve shipped a security-guidance plugin for Claude Code that helps identify and fix vulnerabilities as you’re writing code. Available for all Claude Code users. Install from the plugin marketplace (/plugins).
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jaggu retweeted
the whale way, ftw!
We are making our discount permanent! 🎉 Enjoy building with DeepSeek-V4-Pro and bring your innovative ideas to life! 🚀
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introducing Managed Agents on the Gemini API - in one API call, you get agent that comes with a remote Linux environment hosted by Google, ready to scale - you can define custom instructions, skills, and tools in Markdown
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jaggu retweeted
a prompt I've been using a lot recently: implement <SPEC> and while you do, keep a running implementation-notes.html file (or markdown) with decisions you had to make weren't in the spec, things you had to change, tradeoffs you had to make or anything else I should know
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For years we heard: "Learn to code" "Get a PhD" "Become an analyst" Ken Griffin — founder of Citadel, one of the wealthiest people on Wall Street — watches AI do the work of his PhD team in a matter of days. And goes home depressed. There are no "safe careers" anymore. The only question is — how fast?
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jaggu retweeted
🚨Por qué nadie está hablando de ESTO? NVIDIA está regalando acceso GRATIS vía API a más de 80 modelos de IA hosted. Modelos incluidos: • MiniMax M2.7 • GLM 5.1 • Kimi 2.5 • DeepSeek 3.2 • GPT-OSS-120B • Sarvam-M y muchos más. Funciona directo con Cursor, Zed, OpenCode, Hermes, OpenClaude, etc. Cómo configurarlo en 30 segundos: 1. Consigue tu API Key gratis → build.nvidia.com 2. Base URL: integrate.api.nvidia.com 3. Elige el model ID (ej: `minimaxai/minimax-m2.7`) Si estás prototipando o experimentando con IA esto es inferencia gratis. La mayoría de builders aún no lo sabe. Me das las gracias despues.
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Built a personal AI agent - why I did that and what it means. go.gov.sg/aiesingapore
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jaggu retweeted
Recap of the AIE SG 2026 leadership workshop sessions. Super rough. gist.github.com/cedrickchee/…
Amazing day at the leadership track workshops @aiDotEngineer SG yesterday! Met so many cool people. What stood out so far: "The factory is not mass production or low quality. It's a Michelin Kitchen"
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jaggu retweeted
#1 gatekept feature launch of April 2026: vertical tabs in @googlechrome bye bye Arc, forever
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Today, we're launching Incognito Chat with Meta AI on @WhatsApp and the Meta AI app, a new way to have completely private conversations with AI. about.fb.com/news/2026/05/in…
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jaggu retweeted
i spoke to a founder yesterday - their CTO finally read their agent-made codebase after months and panicked when he realized it was impossible to understand wtf was going on my rule of thumb is: if your codebase starts written by agents, don’t try to understand it instead, align at the architectural level before any building happens, and ask the agent to maintain a living architecture diagram of how the system works there are three altitudes that matter: - Top-level: architecture - Mid-level: patterns & abstractions - Low-level: file-level code in today’s world, a CTO should be deeply concerned with #1. #2 matters too, but not as critical as #1. if #1 and #2 are dialed in, #3 is where most of the high leverage agentic gains live. as long as you understand the architecture and critical interfaces, it becomes much easier to reason about ground truth and meaningfully iterate understanding and informing the architecture / patterns / abstractions give your codebase maximum longevity and agent maintainability
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Agent Gallery in Gemini Enterprise is your unified destination for every agent your teams need—whether built by Google, created internally by your company, or discovered through our partners! NEW: Agent Marketplace is integrated into the Agent Gallery → goo.gle/4wiJXkn
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gemini 3.1 flash-lite is here it's our most cost-efficient model, optimized for high-volume agentic tasks, translation, and simple data processing
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Hi Singapore 🇸🇬, meet Codex 🩵 With Codex, ANYONE can build and create. We’re turning that energy up this May. We’re a diamond sponsor 💎 at @aiDotEngineer Singapore, at a bunch of events, and hosting sessions for builders at every level. Plus, @thsottiaux will be in town. There's something for everyone: > Intro workshops if you’re just getting started. > Hack nights if you want to go deep & tokenmax > Demo nights if you want to see what people are building. May is going to be fun, and we're just getting started. +++++++++++++++++ 3 May: Emergency Codex Hackathon luma.com/zprbhtzyTogether with @brianchew 4 May: Codex Hack Night - Design & Frontend luma.com/bw3rpffqTogether with @cleondesigns 5 May: Codex Demo Night - GPT-5.5 & ImageGen 2 luma.com/tu1yajd5Together with @Lorong_AI and @yongquanYQ 7 May: AI Engineer UnConference luma.com/3binn6ce No talk there, but I’ll be hanging out. Come find us. Together with the @65labslah crew 9 May: AI Engineer Singapore Hackathon Link is TBA Together with the @65labslah crew 9 May: Codex workshop at The Good Hack lnkd.in/gYrUMj3g Thanks for inviting us GoodHub SEA (Joanne Tan), Open Government Products 11 May: Codex Hack Night - Computer Use luma.com/pbk5bb32 Together with @Lorong_AI and @yongquanYQ 13 May: Codex Hack Night - TBC 👀 luma.com/4v97ndhxTogether Together with @Lorong_AI TBA: Intro to Codex for Everyday Work - Workshop 15 May: AI Engineer Singapore - Codex Workshop 16-17 May: AI Engineer Singapore - Keynotes + Codex Booths and more ...
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If you're serious about AI engineering (in 2026), then learn these 13 concepts: 1 How Vector Database Works → newsletter.systemdesign.one/… 2 How RAG Works → newsletter.systemdesign.one/… 3 Design Personal Chat Assistant → newsletter.systemdesign.one/… 4 LLM Concepts - A Deep Dive → newsletter.systemdesign.one/… 5 How to Design an AI Agent → newsletter.systemdesign.one/… 6 What is Reinforcement Learning → newsletter.systemdesign.one/… 7 LLM Evals 101 → newsletter.systemdesign.one/… 8 Context Engineering 101 → newsletter.systemdesign.one/… 9 AI Coding Workflow 101 → newsletter.systemdesign.one/… 10 Agentic Patterns, Simply Explained → newsletter.systemdesign.one/… 11 How AI Agents Work → newsletter.systemdesign.one/… 12 Multi-Agent Architectures, Clearly Explained → newsletter.systemdesign.one/… 13 How MCP Works → newsletter.systemdesign.one/… What else should make this list? === 👋 PS - Want my System Design Playbook (for Free)? Join my newsletter with 200K+ software engineers now: → newsletter.systemdesign.one/… === 💾 Save now & repost to help others learn AI engineering. 👤 Follow @systemdesignone + turn on notifications.
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Google's 5-Day Vibe Coding AI Agents course is back. 1.5 million developers took it last year. Register now. 100% free.
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jaggu retweeted
Singapore’s AI obsession just hit Everest peak. The Foreign Minister is self-hosting Claude on a Raspberry Pi and building a diplomatic knowledge graph using Karpathy’s LLM Wiki pattern. Wahlao! SG devs, the minister is coming for your job. And he’s not even using Cursor — he’s on NanoClaw running locally. Can someone git pull his code and give it a test. Only bad thing? He dropped this on Facebook instead of X. Minister, we need to talk. gist.github.com/VivianBalakr…
Singapore’s obsession with AI is hitting a new peak. 🇸🇬 🤖 Today, 4 of the top 5 most downloaded apps in SG are AI chatbots. Both the tech migrants and the aunties in hawkers are doing it. And what’s with this vpn at number 4.
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