Shantanu Ladhwe's Recent LinkedIn Posts

Is it just me or are all the VS Code forks slowly becoming the same “agent-first” IDE? Every week I open one of them and there’s a new UI, a new agent mode, or another major workflow change. Maybe I am old-school, but I still prefer a normal IDE + terminal. I like actually seeing my code while Claude Code / Codex i…

Nobody tells you this about AI/ML interviews Your Kaggle rank doesn't matter. Your GitHub stars don't matter. Your online courses don't matter. Your certificates don't matter. What matters is whether you can design systems under pressure, on a whiteboard, in 45 minutes. Here are are some must-watch YouTube play…

Many wouldn't like this: If I’m hiring for an AI Engineer… I’m not going to ask 5 RAG flows or 10 agent flows. Here’s what I really want to know 👇 1. Can you design a system end-to-end? from ingestion to serving? what are the bottlenecks? 2. How would you estimate costs? how to reduce it? 3. How would you reduce…

Is it just me or are all the VS Code forks slowly becoming the same “agent-first” IDE? Every week I open one of them and there’s a new UI, a new agent mode, or another major workflow change. Maybe I am old-school, but I still prefer a normal IDE + terminal. I like actually seeing my code while Claude Code / Codex i…

Many wouldn't like this: If I’m hiring for an AI Engineer… I’m not going to ask 5 RAG flows or 10 agent flows. Here’s what I really want to know 👇 1. Can you design a system end-to-end? from ingestion to serving? what are the bottlenecks? 2. How would you estimate costs? how to reduce it? 3. How would you reduce…

Stop randomly building AI system every AI/ML engineer should read this guide - “How to build AI Systems” from Amazon Web Services (AWS) Not because it's AWS. But it put forth the real-world scenarios and why most companies are building AI on a broken foundation Broken because: → Data silos that AI can't navigat…