Blog

Insights on AI-driven development, from getting started to orchestrating the future

The Four Behaviours That Separate AI-Fluent Developers

8 min

You installed the tools. You watched the tutorials. You've been using AI for months. So why does it still feel like y...

April 04, 2026 AI Development Strategy

From Prompt Engineering to AI Orchestration

10 min

Remember when "prompt engineering" was the hottest skill on LinkedIn? When people charged thousands for courses on ma...

April 02, 2026 AI Development Future

The 90% AI Code Future: What It Actually Looks Like

8 min

Everyone's throwing around the "90% of code will be AI-generated" prediction. VCs love it. LinkedIn influencers repea...

March 05, 2026 Future AI Development

AI for Legacy Code: Your New Best Friend

7 min

Every company has it. The codebase that was "temporary" in 2014 and now processes $50M in annual transactions. The on...

January 15, 2026 Legacy Code AI Development

AI and System Design: Thinking at the Architecture Level

8 min

Most developers use AI to write functions. Some use it to write features. Very few use it where it might be most valu...

December 04, 2025 Architecture AI Development

AI Debugging: Let Your Agent Find the Bug

7 min

You're staring at a stack trace that spans three services. The error message is useless. You've been stepping through...

November 27, 2025 Debugging AI Development

Building AI Coding Workflows That Don't Suck

7 min

Most developers using AI coding tools are doing the same thing: open Cursor, type a vague prompt, get mediocre output...

November 05, 2025 Workflows AI Development

Refactoring with AI: From Spaghetti to Clean in Minutes

7 min

Every codebase has that file. The one developers open, scroll through, mutter something unprintable, and close again....

October 24, 2025 Refactoring AI Development

Multi-File Context: The Secret Weapon of AI Coding

7 min

Here's a scenario every developer hits within the first week of using AI coding tools: you ask it to add a new endpoi...

October 01, 2025 AI Development Techniques

When AI Gets It Wrong (And What That Teaches You)

7 min

Let's get the uncomfortable part out of the way: AI coding tools will confidently generate code that is completely, d...

September 24, 2025 AI Development Best Practices

AI Pair Programming Actually Works (When You Stop Fighting It)

6 min

Most developers try AI pair programming once, get a bad suggestion, and go back to typing everything manually. "It do...

September 02, 2025 AI Development Getting Started

Context is everything, until it isn't

7 min

The most expensive bug in AI coding isn't in your code but in your context. While developers obsess over which model ...

August 16, 2025 AI Development Best Practices