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Ramblings on AI, engineering, learning, and building in public. Writing daily to document my journey from more traditional engineering to Applied AI.

AI Engineering
General
Fullstack
Personal
Latest
·3 min read

Human Centred Design

Why the A320 is the pinnacle of Human Centred Design.

General
·7 min read

Harness Engineering

How to lead the world's best junior programmer.

AI Engineering
·9 min read

0 → 1 in one week by one person

Can I take an idea to launch ready in one week?

AI Engineering
·14 min read

Glossary of AI Terms

A good starting point if you want to understand the basics.

AI Engineering
·2 min read

How to Measure Success.

The AI Application Nobody Measures Is Worse Than the One Nobody Builds

AI Engineering
·7 min read

Embeddings, Vector Databases ad Semantic Search

Practical examples where vector embeddings have led to step change improvements

AI Engineering
·3 min read

Model Context Protocol

The USB-C of the AI World

AI Engineering
·3 min read

Temperature

The wildcard dial

AI Engineering
·4 min read

Building Gift Genie

Making an AI Chatbot That Actually Feels Good to Use

Fullstack
·4 min read

Summary of Core AI Concepts that I will be Covering

Please check this out as a teaser for what is to come!

AI Engineering
·6 min read

Forward Deployed Engineer

Are FDEs the Zeitgeist of the Practical Application of AI

AI Engineering
·2 min read

Context Engineering Visual Analogy

The most important concept to deliver value to your customer

AI Engineering
·3 min read

What are Claude Skills and Why they matter for AI Agents

How to get the best out of your coding agents

AI Engineering
·12 min read

Unstructured Comms

How to get the best out of unstructured communication

Personal
·2 min read

Why don't we trust AI

AI is comparative to a competent new employee

AI Engineering
·1 min read

Why AI?

My motivation to learn about AI

AI Engineering
·2 min read

What is Retrieval Augmented Generation (RAG)?

An idiot's guide to RAG

AI Engineering
·3 min read

What are LLMs

An idiot's guide to LLMs

AI Engineering
·2 min read

Hallucinations

An idiot's guide to Hallucinations

AI Engineering
·3 min read

ClaudeCode the Best Agent

I walk through how I was assisted with ClaudeCode to generate this page

AI Engineering
·2 min read

Getting Started with Applied AI

My journey from aerospace engineering to Applied AI, and what I've learned along the way.

AI Engineering