Blog
Insights on AI-driven development, from getting started to orchestrating the future
The Four Behaviours That Separate AI-Fluent Developers
8 minYou installed the tools. You watched the tutorials. You've been using AI for months. So why does it still feel like y...
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 m...
The 90% AI Code Future: What It Actually Looks Like
8 minEveryone's throwing around the "90% of code will be AI-generated" prediction. VCs love it. LinkedIn influencers repea...
AI for Legacy Code: Your New Best Friend
7 minEvery company has it. The codebase that was "temporary" in 2014 and now processes $50M in annual transactions. The on...
AI and System Design: Thinking at the Architecture Level
8 minMost developers use AI to write functions. Some use it to write features. Very few use it where it might be most valu...
AI Debugging: Let Your Agent Find the Bug
7 minYou're staring at a stack trace that spans three services. The error message is useless. You've been stepping through...
Building AI Coding Workflows That Don't Suck
7 minMost developers using AI coding tools are doing the same thing: open Cursor, type a vague prompt, get mediocre output...
Refactoring with AI: From Spaghetti to Clean in Minutes
7 minEvery codebase has that file. The one developers open, scroll through, mutter something unprintable, and close again....
Multi-File Context: The Secret Weapon of AI Coding
7 minHere's a scenario every developer hits within the first week of using AI coding tools: you ask it to add a new endpoi...
When AI Gets It Wrong (And What That Teaches You)
7 minLet's get the uncomfortable part out of the way: AI coding tools will confidently generate code that is completely, d...
AI Pair Programming Actually Works ... when you stop fighting it
6 minMost developers try AI pair programming once, get a bad suggestion, and go back to typing everything manually. "It do...
Context is everything, until it isn't
7 minThe most expensive bug in AI coding isn't in your code but in your context. While developers obsess over which model...
Hello World 2.0: When AI Learned to Say Hello Back
6 minEvery developer remembers their first Hello World. Maybe it was five lines of C that proved you could make a machine ...