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Tools come and go. Fundamentals last. Every month, a new framework emerges. Every quarter, a new model dominates headlines. But lasting impact comes from mastering the core. Here’s what always matters: Problem Framing - turning vague ideas into pr

“Bhai, startup karna hai, par idea nahi aa raha.” I get this DM a lot. I get it. Been there. In my 1st year, I had zero startup ideas just the urge to build. So, I stopped chasing ‘the next big thing’ and started noticing everyday problems. One da

If you're becoming an Al Engineer, here are 3 things NOT to focus on: (I wasted months on each of them) - Deep research on LLM architectures Advanced math - Chasing tools Back then, it felt like good advice... Now I know better. Let me go into

Most people studying AI agents never deploy one real system people actually use. Because they stop at prompts. Prompting is practice. Building is different. Production systems require architecture, workflows, evaluation, and real operational think

Most people studying AI agents never deploy one real system people actually use. Because they stop at prompts. Prompting is practice. Building is different. Production systems require architecture, workflows, evaluation, and real operational think

The AI stack you should master in 2025. I’ve broken down every tool in one simple line. 1. 𝗠𝗲𝘁𝗮𝗚𝗣𝗧 — Agents collaborate using structured software-team roles. 2. 𝗖𝗿𝗲𝘄𝗔𝗜 — Coordinates multiple specialized agents to complete tasks. 3. 𝗟�

📕 Part 3: 10 Books That Make You Think Like a Founder Mindset > tactics. These books won’t hand you a playbook, they’ll rewire how you think, decide, and lead. Perfect if you’re scaling, stuck, or building solo. 1. Think Again – Adam Grant Mast

Ever wonder why founders read all the right books but still make the same mistakes ? Here’s the thing: they don’t follow the basics!!! Let's break down the top 10 things every startup book covers, but most founders ignore (and later regret) on Medi

Days ago, I wrote about the Shadowfax IPO and how ~50% of business comes from Meesho. My DMs blew up asking for an analysis on Shiprocket as well 😅😅 Ended up speaking to a bunch of current/former leaders there and learned a ton. Sharing all I lear

A typical day in my indie hacker life starts with excitement. I wake up charged, ready to ship, build, learn, and grow. There's that thrill of chasing something I truly believe in — an idea, a product, a dream. But as the day unfolds, the reality of