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
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...
When AI Hallucination Becomes A Security Feature.
Two months ago, something unexpected happened with our AI Lead Response agent.
Why llms.txt Is a Bad Idea for the Web
But seeing "SEO gurus" promote it on authoritative platforms like Search Engine Land and Yoast SEO worries me.
From insight to action: AI is not the future—it’s the now.
At the Business+AI Forum 2024, our speakers shared groundbreaking insights on how AI is transforming industries, creating opportunities, and solving real-wor...
I finally concede that AI is smarter than me.
For 2 years, I held onto reasons like “AI can't solve my kid's homework” or “It can't play tic-tac-toe” to believe I was still smarter.
Can LLMs like ChatGPT do reasoning? It failed my casual tests in under 30 minutes.
… more
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...
From insight to action: AI is not the future—it’s the now.
At the Business+AI Forum 2024, our speakers shared groundbreaking insights on how AI is transforming industries, creating opportunities, and solving real-wor...
Can LLMs like ChatGPT do reasoning? It failed my casual tests in under 30 minutes.
… more
When AI Hallucination Becomes A Security Feature.
Two months ago, something unexpected happened with our AI Lead Response agent.
Why llms.txt Is a Bad Idea for the Web
But seeing "SEO gurus" promote it on authoritative platforms like Search Engine Land and Yoast SEO worries me.
I finally concede that AI is smarter than me.
For 2 years, I held onto reasons like “AI can't solve my kid's homework” or “It can't play tic-tac-toe” to believe I was still smarter.