@anirudha
Nothing here yet.
product consulting, freelance research, code
Jan 9 · 4 min read · If you’ve been building with LLMs for a while, you’ve probably built an agent at some point. You give the model a role. You add a few tools. You maybe throw in memory, some planning logic, and a carefully tuned system prompt. It works. Until it doesn...
Join discussion
Nov 16, 2025 · 14 min read · You want to build an AI application. Something useful. Something your users can rely on. But here's the problem: How do you know it's actually good? You can build an app that generates summaries, answers questions, or writes emails. It works. Your te...
Join discussion
Nov 9, 2025 · 10 min read · If you’ve been following the world of AI development, you might’ve heard the phrase “LLM-as-Judge.”It sounds dramatic, like some sci-fi overlord where one AI passes judgment on another. But it’s actually one of the most important evolutions in evalua...
Join discussion
Oct 26, 2025 · 5 min read · A few months ago, as I was exploring machine learning while working on a project, one of my models kept behaving in a weird way. I had built a classifier to detect cats in images. During training, accuracy was awesome, near 99%. But in production, it...
Join discussion
Oct 12, 2025 · 12 min read · Let me tell you about Vani. She's a web development instructor teaching Node.js to a class of 30 students. Every semester, she spends the first two weeks just getting everyone's environment set up. Some students have Windows, others have Mac, and a f...
Join discussion
