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...
Author: Ranjan Kumar
Agentic AI/AI & ML/AI Engineering/GenAI/Natural Language Processing - NLP/Python/Software Development
Building Production-Ready AI Agents with LangGraph: A Developer’s Guide to Deterministic Workflows
Introduction If you’ve built AI agents before, you know the frustration: they work great in demos, then fall apart in production. The agent crashes on ste...
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 ...
The Splintered Web: India 2025
Think about how you use the internet today. You Google something, or you ask ChatGPT. You scroll through Twitter or Instagram. You read the news on your phone. ...
The AI Ouroboros: How Gen AI is Eating Its Own Tail
Imagine a photocopier making copies of copies. Each generation gets a little blurrier, a little more degraded. That’s essentially what’s happening w...