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