Stop Pasting Screenshots: How AI Engineers Document Systems with Mermaid
Introduction Six months into your LLM project, someone asks: “How does our RAG pipeline actually work?” You dig through Slack. Check Notion. Find th...
Category: LLMs
Choosing the Right LLM Inference Framework: A Practical Guide
Performance benchmarks, cost analysis, and decision framework for developers worldwide Here’s something nobody tells you about “open source” A...
Agent Building Blocks: Build Production-Ready AI Agents with LangChain | Complete Developer Guide
From understanding concepts to building systems – this comprehensive guide takes you through every component needed to build reliable, production-ready AI...
When Your Chatbot Needs to Actually Do Something: Understanding AI Agents
Introduction I’ve been building AI systems for production. The shift from LLMs to agents seemed small at first. Then I hit an infinite loop bug and watche...
How Google’s SynthID Actually Works: A Visual Breakdown
1. Introduction I spent the last few days trying to understand how Google’s text watermarking works, and honestly, most explanations I found were either t...
Open Source AI’s Original Sin: The Illusion of Democratization
When Meta released LLaMA as “open source” in February 2023, the AI community celebrated. Finally, the democratization of AI we’d been promised...
The Tyranny of the Mean: Population-Based Optimization in Healthcare and AI
Modern healthcare and artificial intelligence face a common challenge in how they handle individual variation. Both systems rely on population-level statistics ...
🚀 Introducing My New Book: The ChatML (Chat Markup Language) Handbook
A Developer’s Guide to Structured Prompting and LLM Conversations 📘 Available on Kindle → https://www.amazon.in/dp/B0G2GM44FD📗Read Online (Open Access) 🧠Why I ...
A Deep Dive into Cross Encoders and How they work
Cross-Encoders: The Missing Piece in Your RAG Pipeline Introduction You’ve built a RAG system. Your embedding search returns 100 candidates in millisecond...
When Models Stand Between Us and the Web: The Future of the Internet in the Age of Generative AI
Explore how generative AI models are transforming the internet — from mediating access to content to reshaping user behavior, search, and the open web economy. ...