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Compile and Conquer

Compile and Conquer

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Latest posts

Agentic Deep Research is a Search & Infra problem, not an AI one

As I write this, the world has been using Gemini Deep Research for a while now. I always find it fascinating as a product and what it promises to accomplish but often find myself underwhelmed by the r

Grounding Vision-Language Agents in the DOM: The Element Reference Pattern

The browser is the universal application runtime, yet programmatic interaction with web interfaces has remained remarkably brittle. Selenium scripts break when a class name changes. Scrapers fail when

Unlocking Paywalls with LLMs: A Comprehensive Analysis

For the past 15 years, Hacker News has been my main source for daily content. From technology news to startups and global events, Hacker News provides an amazing real-time list of what's interesting and important. However, for the last five years, I'...

Building an Autograd Library for Neural Net in C++ from Scratch: My Journey and Lessons

Introduction Creating an Autograd library and Neural nets in C++ from scratch has been one of the most fun and challenging side projects I’ve undertaken recently. Inspired by Andrej Karpathy’s micrograd in Python, I wanted to explore the same idea in...

Behind the Pixels: The Math Driving Image Editing

Introduction Have you ever edited a photo on your phone? Cropped, rotated, or stretched an image to make it perfect? Behind these seemingly simple tools lies the elegant branch of mathematics called linear algebra. Whether you are tilting a picture f...