4 Steps To Make Any Feature Production Ready With AI

4 Steps To Make Any Feature Production Ready With AI

Leader posted Originally published at shipwithai.substack.com 1 min read

Stop wrestling with bloated AI prompts and build features users actually want.
Steps:
• Build the MVP: Create core functionality with basic data models and CRUD operations
• Enhance with validation: Add input checks, error handling, and user experience improvements
• Expand capabilities: Add related features like editing, deleting, or notifications within the same scope
• Refine the polish: Improve UI/UX, mobile responsiveness, and visual consistency for production

Gotchas:
• Don't try to build everything at once—AI works best with focused, incremental tasks
• Avoid expanding beyond one feature per cycle or you'll break unrelated code

Do this today:
• Pick one feature idea and write down the core user scenario in one sentence
• Define the absolute minimum version (just the essential action)
• Create a simple data model with 3-4 fields maximum

Full guide

If you read this far, tweet to the author to show them you care. Tweet a Thanks

Yeah using ai for small and specific task with incremental prompt to correct or adjust is better than just giving it all and expect the AI to understand everything. Like brain we need to focus on one thing at the time

Agree!
I tried using the CC Opus model to perform large-scale refactoring tasks, but I was very dissatisfied with the results. Then I had it handle some smaller module tasks, and after clarifying the type declarations, the code it produced was of very high quality.

Agree 100%, a step-by-step approach works better than all-in-one.

In case you want, we created a prompt to divide bigger tasks for an AI like Bolt or Lovable.
Here is the full breakdown + prompt: link

More Posts

The Secret Weapon for Java Developers Building with AI

myfear - Mar 18

Comprehensive Guide to Mastering User Experience Design Through AI-Driven Curriculum Design

Sourav Bandyopadhyay - Jun 5

The Secret Recipe for AI Magic ✨

Yash - Sep 12

AI Productivity Mastery Kit: 500+ ChatGPT Prompts & Automation Scripts

Ramandeep Singh - Aug 11

GenTube: Make Stunning AI Art in 2 seconds - New Free Image Generation Platform Review & Tutorial

FurkanGozukara - Sep 5
chevron_left