Can AI really write production-quality code?
Here's a chance to peek how it is used in an actual project.
Here’s a chance to peek how it is used in an actual project.
This is one of the scenarios where it consistently impresses me:
🧠 Give it a function signature and nothing else. 📁 Point it to your existing codebase.
That’s it. No need to explain the logic. No need to describe the flow.
AI can figure it out by reading your code like a software engineer who’s been on your team for months.
👇 Check out the screenshots for two real examples.
It can figure out the relationships among my code and components in my architecture.
It’s not just autocomplete; it’s code comprehension.
I’m not even using a frontier model. I used the free Gemini-2.5-flash-preview.
Have you tried this? How well did it work for you?
#AIforDevelopers #CodingWithAI #LLM #SoftwareEngineering #AItools #GPT4 #DeveloperProductivity
Enjoyed this? Subscribe for more.
Practical insights on AI, growth, and independent learning. No spam.
More in Vibe Coding
Recently, I ran a Claude Code foundations workshop for non-developers.
What I realised: the knowledge gap between developers and non-developers can be quite wide. Things I thought were obvious were not obvious to some learners.
"I can build my website in Claude Chat, when would I need Claude Code?"
This is one of the most common Claude Chat vs Claude Code questions I hear in my workshops.
Most OpenClaw workshops skip the fundamentals and teach you 1-click setup on AI or cloud providers...
I decided to go for a different path. In my workshop, I guide learners to set up with the original experience: install it on your laptop, but with security i...
"Wait, you used to do THAT manually?"
I've been building software for 19 years. Something that would take me 2 months now takes 1 week.
What Is Loop Engineering? Why Is It Trending? And Why Loops Are Not New
Loop engineering is everywhere right now. It is the practice of designing the system that prompts an AI agent, instead of prompting it yourself. Addy Osmani,...
Why you should learn Claude Code before OpenClaw
If that is what you heard about the recent IMDA advisory, you only got half the picture.
Recently, I ran a Claude Code foundations workshop for non-developers.
What I realised: the knowledge gap between developers and non-developers can be quite wide. Things I thought were obvious were not obvious to some learners.
"Wait, you used to do THAT manually?"
I've been building software for 19 years. Something that would take me 2 months now takes 1 week.
What Is Loop Engineering? Why Is It Trending? And Why Loops Are Not New
Loop engineering is everywhere right now. It is the practice of designing the system that prompts an AI agent, instead of prompting it yourself. Addy Osmani,...
"I can build my website in Claude Chat, when would I need Claude Code?"
This is one of the most common Claude Chat vs Claude Code questions I hear in my workshops.
Most OpenClaw workshops skip the fundamentals and teach you 1-click setup on AI or cloud providers...
I decided to go for a different path. In my workshop, I guide learners to set up with the original experience: install it on your laptop, but with security i...
Why you should learn Claude Code before OpenClaw
If that is what you heard about the recent IMDA advisory, you only got half the picture.