Understanding How Claude Code Works

Inside Claude Code: How Sub-Agents and Parallel Execution Define Next-Gen Coding Agents Introduction: The Evolution of Coding Agents Coding agents represent a fundamental shift in how developers interact with their codebases. Unlike traditional autocomplete tools or simple code generation models, modern coding agents operate autonomously across multiple files, maintain context over extended sessions, and can break down complex tasks into manageable subtasks. These systems leverage Large Language Models (LLMs) in sophisticated agentic loops where the model can call tools, observe results, and iteratively work toward task completion. ...

March 6, 2026 · 20 min

A Machine Learning Engineer’s Top 5 Predictions for the Future of Generative AI

What is GenAI? Generative AI (GenAI) empowers end-users to generate content, such as images and text, quickly and easily. Entrepreneurs are taking advantage of this technology to create a growing number of startups that utilize GenAI models for various aspects of content creation. In the coming year, we can expect to see a proliferation of new products that build on GenAI models like titans GPT-3 and Stable Diffusion. The GenAI renaissance is just beginning and the recent boom in niche end-user applications for this technology is just the tip of the iceberg. These models will serve as the foundation for many future applications ushering in a new GenAI-economy replete with add-ons to existing software and entirely new offerings for end-users. With GenAI, the possibilities for content creation are endless and entrepreneurs are poised to capitalize on this powerful technology to revolutionize the way we create and consume media. ...

January 25, 2023 · 10 min