Articles – Earl Potters

How to Measure SQL Query Performance on Postgres

A practical guide to benchmarking and optimizing your PostgreSQL queries

Databases

PostgreSQL

Performance

Open In Colab

Model Context Protocol Tool Poisoning Attacks

Understanding and mitigating security vulnerabilities in LLM tool use

Large Language Models

Security

Open In Colab

How to Stop Being Accused of AI-Generated Content

Practical strategies for writing that stands out from AI-generated text

Large Language Models

Writing

EleutherAI’s lm-evaluation-harness: Architecture and Configuration

A comprehensive guide to configuration, task architecture, and model integration

Large Language Models

Exploring Gemma 3 Model

A deep dive into Google’s latest open source language model

Large Language Models

What are Image Embeddings?

Understanding how images are represented as numerical vectors for AI applications

Computer Vision

Machine Learning

Open In Colab

What is Prompt Engineering?

Understanding the art and science of crafting effective prompts for large language models

Large Language Models

What is rrweb?

A practical guide to understanding rrweb, a JavaScript library for recording and replaying web sessions

Web Recording

Data Conversion

Building ChatGPT from Scratch

A step-by-step guide to creating your own AI assistant

Large Language Models

What is an AI Agent?

Understanding the core concepts, architecture, and applications of autonomous AI systems

AI Agents