Why Your LLM Ignores Your Instructions — And the Benchmarks That Prove It
I used to believe that if an AI model gave me a
ai-engineering
GPT-4.1 Instruction Following: Why 87% on IFEval Still Isn't Enough
I've spent enough time wrestling with LLMs to know that
Stop Treating Prompt Techniques Like Solo Acts: Why Composition and Iteration Are the Real Superpowers
I've watched countless developers treat prompt engineering as a menu
Role & Persona Prompting: From Expert Hats to Synthetic Minds
I've spent months testing every prompt engineering trick I could
Why Raw Web Scrapes Ruin Your RAG Context Windows (And How to Fix It)
I used to think the solution to every RAG problem was just
Why Left-to-Right Reasoning Is Holding LLMs Back: Inside Tree-of-Thoughts
I used to think Chain-of-Thought prompting was the ceiling of what structured
Chain-of-Thought Prompting: How a Simple Phrase Unlocks LLM Reasoning
I used to think language models just needed bigger context windows to
Zero-Shot vs Few-Shot Prompting: The Complete Decision Framework
I remember the first time I tried to get an LLM to
Goose Review: The Model-Agnostic AI Agent That Trades Raw Power for Unmatched Flexibility
I've spent weeks running Goose head-to-head against Claude Code and
How to Build a Perfect Agent Skill: A Step-by-Step SEO Audit Tutorial
I used to think agent skills were just glorified prompt templates—until
Why Your Coding Agent Skills Are Probably Broken (And How to Fix Them)
I used to think that bolting more skills onto my coding agent