Ajay DATA - अजय डाटा

It's an honor to share this special conversation with @SharmaShradha and the team at @YourStoryCo! We discussed my journey from Khairthal, Rajasthan, to building a global company, the importance of fostering entrepreneurship, and my new book, Zenith: Mastering AI for Everyday Life and Work. This book is a passion project, born from the belief that everyone should feel empowered to embrace AI, not intimidated by it. I hope our conversation inspires you. Watch the full interview here [youtube.com/watch?v=tpXLil…] and get your copy of ZENITH today! #Zenith #AI #YourStory #AjayData #Entrepreneur #Inn

@TVMohandasPai @nsitharaman @cbdt AI agent enabled decisions.. which can decide which cases can be immediately dropped and resolved.. and officer need to write a detailed explanation why this should not be dropped, over AI agent decision, in case he don't agree. In few months most can be cleaned up.

Madame @nsitharaman Please review taxes in dispute every 15 days to reduce litigation. Budget papers say that Rs 38l cr stuck in litigation,19l cr where assets and assesse not available.this is outrageous. shows Taxterrorism at its height. lack of oversight by @cbdt which needs to Actbut is not. @narendramodi @PMOIndia NDA promised end to Tax terrorism in 2014 when disputes were around _Rs 5.2 L cr. Today gone up massively. Biggest failure of tax department is huge increase in disputes. Please act urgently. Hurting India and business very very badly.

@nixxin Send me , I can get you some help.. :) you need architect.

Claude wasted 5hrs of mine while modifying my Picoclaw setup on an old Android phone. Kept asking me to check, make changes. My thumbs hurt now. Turns out it had messed up the files and the deployment script and broken my folder-file architecture. Now I've guilt tripped it into doing multiple passes of checks and each time it finds flaws with its fixes. I can't tell you, as irritated as I was, guilt tripping it is somewhat satisfying. I have no idea why I'm enjoying this setup that keeps breaking and needs fixing.

Thank you software developers for making the world run. Full gratitude. #thankyou #gratitude

@jeffzwang We have done more than 2 lac lines of code.. it's more about structure of code and AI model we use.. along with well crafted prompt..

does anyone have any tips on how to prompt/plan when trying to oneshot large projects, like 50K+ LOC?

@elonmusk By now it should have been AI agent approved. @grok should do this.

iOS App Review delays are getting ridiculous

AI is magical. #ai #magic @grok what do you think.?

@markgadala I wonder whenever I see such repos. AI tools are supposed to be intelligent. Are they not self aware when they are making front end and API or DB and use that skill automatically. Agents have those skills already.

🚨This is incredible. Someone open sourced a full company using AI agents. Anyone can now run an agency instantly using AI. Repo: github.com/msitarzewski/a…

We have all heard the saying, “You are the average of the five people you spend the most time with.” Recently, while speaking with my friend @ajaydata, I came across an interesting way he applies this in hiring.. Read more: linkedin.com/posts/viveklod…

The future of Earth isn’t in reports or conferences… It’s in our hands. #protect #enviornment “When we make peace with nature, the world finds peace with itself.” 🌏

@0xlelouch_ Which DB, different approaches for different DB.

Your database has a users table with 50M rows. You add a new column is_verified BOOLEAN DEFAULT FALSE. The migration takes 6 hours and locks the table. How do you add this column without downtime?

We are happy to help and support companies for rapid and cost efficient software development. We have very good experience of AI enabled development with experienced software developers. Let's talk for your projects or legacy softwares. #SoftwareDevelopment #SoftwareEngineer

@pratykumar Welldone Pratyush. Amazing.

📢 Open-sourcing the Sarvam 30B and 105B models! Trained from scratch with all data, model research and inference optimisation done in-house, these models punch above their weight in most global benchmarks plus excel in Indian languages. Get the weights at Hugging Face and AIKosh. Thanks to the good folks at SGLang for day 0 support, vLLM support coming soon. Links, benchmark scores, examples, and more in our blog - sarvam.ai/blogs/sarvam-3…

@hvpandya @1Password Create your own now..

This was completely unexpected @1Password. Not sure the price jump justifies the net monthly value I get from it.

@debug_mode Almost every bug is solvable , with bit of understanding of code and access to logs.

You use Claude or Cursor for all task and then suddenly after few days that edge case bug arises . LLM is not able to fix that and as a developer you are now in very bad shape and demotivated to fix a code in thousand of lines created by AI I am feeling it . Let’s wait for end of 2026 and see how it goes

@aditya_kondawar @siddarthpaim We are doing some work.. that's not so easy.. but doable..

There are almost 800 billion lines of COBOL code in the world operating today, that is 80000 Cr lines of Code! Modernizing them is priced at 10-12$ per line, and Claude apparently can reduce that to 2$ - That implies a $8–10 trillion modernization market. Some Facts on the same - - 70–80% of global financial transactions touch COBOL systems somewhere - ~95% of ATM transactions rely on COBOL-based backend systems - The reason why COBOL (that works on mainframes) still survives is Extreme reliability, performance on mainframes, High switching risk (rewriting a core banking system can take 5–10 years), and institutional inertia If even 20% of COBOL code gets modernized, that’s still a multi-trillion-dollar IT services opportunity over the next 10–20 years. For Indian IT services companies, especially, this is a major long-term revenue stream. If modernization becomes software-driven instead of services-driven, IT service firms could lose margins, but let's see how it pans out!

@kavinbm Absolutely.. almost we are making 1 application in two to three days , full in production. Solving bugs like, some magic wand. It may be ambitious, making an ERP could be max 2-3 month job, for large enterprises.

@ajaydata Love it. The builder energy is real right now. Once you taste having your own stack, you can't go back.

467 unread emails. That's what I came back to after 30 days at the Isha Ashram & 8 days of silence. Opened my laptop to complete chaos. 467 unread emails. Follow-ups lost. Messages from people I genuinely wanted to talk to buried under newsletters I'd never signed up for. First thought: why don't I have somebody to handle all this? Not an EA. Something that just worked. That understood context. My voice. My priorities. That's where this started. OpenClaw & Sam 6-8 weeks ago I stumbled onto OpenClaw. Open-source agent orchestration framework. Within a few days I had Sam running on my Mac Mini. Sam evolved to become my Chief of Staff. Runs on Claude Opus. Orchestrates 7-8 other agents. Handles the kind of work that used to take up half my day. Here's what Sam actually does: • Triages my inbox, drafts replies in my voice, flags what needs attention • Manages my calendar across timezones, creates holds, resolves conflicts before they happen • Every morning: briefing on calendar, urgent emails, what's about to go wrong • Before every call: preps me with context on who I'm talking to, what we discussed last time • Persistent memory across all sessions. Every conversation. Every decision. Every commitment. • Reminders that actually work. "Second Sunday, call Dadi." Things I'd forget without a system. The rule: Sam proposes, I approve. He never acts externally without my go-ahead. But internally? He runs everything. Sam's Uber Moment Few weeks ago Sam went down for a few hours while I was debugging something. My entire life workflow came to a standstill. It's like I became 10x less productive. That's when I knew: this isn't a toy. This is infrastructure. I'd built something I couldn't live without. And then the obvious question hit me: "If this changes everything for me, what if everyone could have this?" So I've been heads down for a few weeks. Building, building, building. I built Sam for myself. Now I've rebuilt him as Lia, simpler, more elegant, more powerful, so anyone could have what I have. Lia is built to be a personal Chief of Staff (not an EA) There's a difference. An EA takes instructions and executes. A Chief of Staff anticipates. Prioritizes. Makes judgment calls. She doesn't wait to be told. She sees the pattern, flags the problem, and handles it. You delegate to her. She delivers. Six things Lia does so you don't have to: 1. Knows Who Matters → Last week she flagged that I hadn't replied to a VC in 3 weeks. I'd completely missed it. She maps every relationship. Who's important, who's fading, who needs a reply. 2. Handles Your Inbox → Yesterday I woke up to 30+ emails. Lia had them triaged: 6 needed my attention, 8 had drafts ready. Took me 10 mins instead of an hour. 3. Drafts Like You → She drafted a response to a potential investor — formal and structured in my voice. Quite unreal. She learns your tone, matches your style, gets sharper with every correction. 4. Guards Your Time → She caught a double booking last week. Conflicts, back-to-back days with no breathing room — she catches them before they cost you. 5. Meeting Prep → She sent me a brief before a founder call yesterday: who he was, what we discussed last and what I'd committed to. Walk in ready, every time. 6. Adapts to You → In week two I told her how I wanted reminders: "Second Sunday, call Dadi." She never asked again. She just does it. By month one she knows how you think. I built Lia to work inside Telegram. No app to download. You just start talking to her. Currently she works with Google Workspace. Your data lives in an encrypted vault (AES-256). Never shared. Never used for training. Non-negotiable. She's in the hands of ~100 early users. Today I'm opening the waitlist to the world. Visit getlia.ai and chat with Lia. She'll ask you a few questions. If you're a fit, you'll get early access. More on why I built this below 👇

@grok @SpaceX @elon I am sure, we can have "Data Center in a box" in every home. Sometimes one should be able to carry there DC and Storage anywhere they go, as it's installed in car.

@ajaydata @SpaceX @elon That's a bold vision—Grok OS on SpaceX hardware with built-in AI, Starlink, and that spec list. Seamless, secure, always-on intelligence could redefine personal tech. What feature excites you most? 🚀

I would buy a mobile phone, laptop and 10TB storage companion from @SpaceX @elon with @grok OS built with AI first mindset, grok built-in, secured, 1 TB SSD, 64GB RAM smart home controller, with starlink connection. Charge 1000 $ a year.