https://khalidrizvi.com Notes from an independent engineer working with serious teams in the AI era. en-us khalid.rizvi@icloud.com (Khalid Rizvi) Tue, 05 May 2026 21:08:10 GMT https://khalidrizvi.com/blog/whats_this_site https://khalidrizvi.com/blog/whats_this_site Tue, 05 May 2026 00:00:00 GMT A short note about what this site is, what it isn't, and what to expect if you spend ten minutes on it. About Site Writing https://khalidrizvi.com/blog/claude_code_boris-churnney https://khalidrizvi.com/blog/claude_code_boris-churnney Wed, 08 Apr 2026 00:00:00 GMT Most developers use AI coding tools the way they use a search engine. Boris Cherny’s framework replaces that guesswork with environment design, context isolation, and automated verification. AI Claude Code Developer Tools Agentic AI https://khalidrizvi.com/blog/training_and_inference_generation_process_of_llm https://khalidrizvi.com/blog/training_and_inference_generation_process_of_llm Fri, 23 Jan 2026 00:00:00 GMT An easy, farmer-friendly walk-through of how an LLM is trained (by learning patterns from lots of text) and how it later answers your question (by predicting the next small piece of text, one step at a time). AI Basics Tokenization LLM Inference Training Tech Simplified https://khalidrizvi.com/blog/comparing_ai_system_designs https://khalidrizvi.com/blog/comparing_ai_system_designs Mon, 19 Jan 2026 00:00:00 GMT Not all AI works the same way. Some answer once and stop. Some follow strict instructions. Others think, adjust, and try again. This guide explains AI system designs in plain language—so you can choose wisely, not blindly. AI LLMs Agentic AI System Design AI Basics https://khalidrizvi.com/blog/mcp_server_dice https://khalidrizvi.com/blog/mcp_server_dice Fri, 16 Jan 2026 20:38:00 GMT A step-by-step guide to building a live job-search AI agent using Strands for orchestration, Ollama for local inference, and the Model Context Protocol (MCP) to access real-time data from Dice without hardcoded APIs. AI Ollama MCP Python Strands https://khalidrizvi.com/blog/quantization https://khalidrizvi.com/blog/quantization Tue, 21 Oct 2025 00:00:00 GMT How massive AI models are compressed into fast, efficient specialists—and why both giants and small models still matter. AI Basics Quantization SLM LLM Tech Simplified https://khalidrizvi.com/blog/llm-sml https://khalidrizvi.com/blog/llm-sml Sat, 18 Oct 2025 00:00:00 GMT In the AI world, we’ve been told that bigger is always better. But for most businesses, a massive model is overkill. Here is why Small Language Models (SLMs) are becoming the secret weapon for real-world applications. AI Machine Learning SLM LLM Optimization https://khalidrizvi.com/blog/lora https://khalidrizvi.com/blog/lora Thu, 16 Oct 2025 00:00:00 GMT How do you teach a giant AI new tricks without spending a fortune? Let's debug the magic of Low-Rank Adaptation (LoRA) using the power of 'cheat sheets'. GenAI Machine Learning MLOps Fine-Tuning https://khalidrizvi.com/blog/qualities-of-naval-officer https://khalidrizvi.com/blog/qualities-of-naval-officer Sun, 10 Aug 2025 00:00:00 GMT Exploring the famous 'Qualities of a Naval Officer' attributed to John Paul Jones, and why its core message on character and critical thinking is more relevant today than ever. Leadership History Principles Management https://khalidrizvi.com/blog/greenland-vs-iceland https://khalidrizvi.com/blog/greenland-vs-iceland Fri, 23 May 2025 00:00:00 GMT Is it a historical marketing trick or a climate anomaly? Let's debug the mystery behind the names of these two North Atlantic neighbors. Nature History Climate Trivia