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Recursive Language Models: The Model That Calls Itself
You've probably noticed something when using AI coding agents like Claude Code, Cursor, or Codex. The model doesn't just answer - it works. It reads a file, writes some code to search through it, reads another file, runs a check, and slowly pieces together an answer. It feels almost like watching someone think out loud. That intuition is important. Because a paper out of MIT CSAIL late last year - quietly titled Recursive Language Models - essentially formalizes exactly that
Ajay Dandge
3 days ago5 min read
ReAct in AI Explained: How Reasoning and Acting Power Modern AI Agents
I was exploring a core concept about AI and AI Agents and frequently came across ReAct. As I kept seeing it, I thought to take a deeper dive and below is my understanding." Today’s AI models can search the web, use tools, solve multi-step problems, write code, and even interact with software environments. One of the most important concepts behind this evolution is ReAct. ReAct combines reasoning and action into a single framework, enabling AI systems to think step by step whi
Chandan Rajpurohit
May 154 min read
Firebase Studio is Shutting Down: What You Need to Know
I used Firebase Studio for some of my projects and my experience was great. With Google announcing its shutdown, many developers like me are now asking: 👉 Why is it being discontinued? 👉 What should you do next? Let’s break it all down in a simple, practical way. What is Firebase Studio? Firebase Studio is a cloud-based development environment (IDE) built by Google that allows developers to build full-stack applications directly in the browser. It combines: AI-powered codin
Chandan Rajpurohit
Apr 283 min read
Getting Started with Gemma 4 in Google AI Studio
Artifical Intelligence is getting interesting day by day as it continues to evolve rapidly, and Google’s Gemma family of models represents an exciting step forward in lightweight, efficient, and developer-friendly AI. With the release of Gemma 4, developers and researchers gain access to improved performance, better reasoning, and streamlined deployment options. Today, we’ll walk through what Gemma 4 is, how to set it up, and how to test it using Google AI Studio. What is Gem
Chandan Rajpurohit
Apr 82 min read
Copilot vs Claude Code: Two Very Different Bets on How AI Should Understand Your Codebase
Every AI coding tool faces the same fundamental problem: your codebase is too large to fit in a context window, but the model needs to understand it to help you. How a tool solves that problem shapes everything about what it can and can't do. GitHub Copilot and Claude Code solve it in opposite ways - and the gap between them isn't a matter of polish or features. It's a genuine architectural disagreement. How Copilot Works: Index First, Retrieve Later If your repository is hos
Ajay Dandge
Mar 304 min read
Harness Engineering for Agentic AI: What Actually Makes Agents Work in Production
Most AI demos look impressive. Most AI agents in production quietly fail. The difference is rarely the model — it's everything built around it. Agentic AI refers to systems where a model takes autonomous, multi-step actions to complete a goal — browsing the web, writing and running code, calling APIs — acting, observing the result, and acting again, often over hours. Harness engineering is the discipline of building the system that makes those actions reliable. As LangChain p
Ajay Dandge
Mar 293 min read
How to Setup Auth0 for OpenAI Apps SDK with MCP
"Auth0 is a flexible, drop-in solution to add authentication and authorization services to your applications. Your team and organization can avoid the cost, time, and risk that come with building your own solution to authenticate and authorize users." — Auth0 In modern applications, implementing authentication securely can be complex. Instead of building login flows, token handling, and security mechanisms from scratch, developers, often rely on managed identity platforms lik
Rohit Jadhav
Mar 153 min read
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