How I Built a Developer Digital Twin with Agentic AI (And What It Got Right & Wrong)

John Hoestje AI, Articles, Java, Machine Learning, React Leave a Comment

This post walks through a hands-on experiment in agentic development using an AI-powered digital twin embedded in the IDE. See how a single, well-structured prompt enabled the agent to implement a real user story, generate behavioral tests, and prepare Git commit documentation—with minimal developer input. Includes real-world code samples, implementation insights, and a candid look at what worked, what didn’t, and where human oversight is still essential.

100x Engineering Starts Now: Windsurf’s Game-Changing IDE Experience Part 2 (Coding Examples)

Windsurf’s Game-Changing IDE Experience, Part 2 – Coding Examples

John Hoestje AI, Articles, RAG Leave a Comment

Welcome to the second part of our series on Codeium Windsurf. If you haven’t yet, check out Part 1 to get detailed insights into what Windsurf is and the features it brings to your coding environment. In this section, we’ll explore how you can leverage Codeium Windsurf’s features to accelerate your coding projects using real code examples.

Codeium Windsurf: 100x Engineering Starts Now (Part 1)

Windsurf’s Game-Changing IDE Experience, Part 1 – 100x Engineering Starts Now

John Hoestje AI, Articles, RAG Leave a Comment

Windsurf Series Introduction

This is Part 1 of a 2-part blog series. In Part 1, you’ll learn:

How to go from 10x to 100x productivity using the AI-assisted coding tool Windsurf
What Windsurf is and how it enhances your IDE with Retrieval-Augmented Generation (RAG)
Best practices for using features like Autocomplete, Supercomplete, Chat, Command, and Cascade
How context-aware code generation can save time and reduce errors
Tips to get the most out of Windsurf without falling into common pitfalls

Whether you’re aiming to automate repetitive tasks or radically accelerate full-project development, this guide will show you how Windsurf can reshape your workflow and maximize your impact. Then in part two, we’ll move from theory to practice, showcasing real-world code examples.