How I Built an AI Tool to Make Cooking Less Stressful

Introduction

I love cooking and trying new recipes, but I kept running into the same frustrating problem: I would save recipes from Instagram, TikTok, or friends’ links, only to spend hours replaying videos, taking notes, and double-checking ingredients before I could actually cook.

Inspired by this, I decided to see if AI could solve this pain point.

Problem: Recipes Are Hard to Use

From selecting a recipe to cooking it, I often have to watch a video three times:

Browsing and selecting the recipe

Shopping for ingredients

Cooking itself

Even when I jot down notes in my memo app or chat history, it’s tedious to track everything. Videos don’t give clear measurements, steps are hard to extract, and hands-on cooking makes constant pausing frustrating.

Solution: AI to the Rescue

I built a small tool that:

Imports recipe content from videos or links in one click

Analyzes the instructions using AI to generate clear, step-by-step instructions

Structures ingredients and quantities for easy reference

This reduces the time spent replaying videos, searching notes, or trying to remember steps, letting me focus on cooking itself.

Technical Insights

I experimented with AI text extraction and NLP parsing to convert spoken/video instructions into structured steps

Handling different video platforms (Instagram, TikTok) required building small adapters for each source

A challenge: AI doesn’t always get measurements perfectly right, so some manual tweaking is needed

Lessons Learned

Users care about reusing recipes, not discovering new ones — early feedback surprised me

AI can save time but isn’t magic — small UX details (like batch import, editable steps) matter a lot

Real cooking scenarios are messy — videos, screenshots, and multiple sources make automation tricky

Conclusion

Building an AI-powered cooking assistant has already made a big difference for me: I spend less time replaying videos and more time actually cooking.

I’d love to hear from others in the community:

How do you save or organize recipes you like?

Have you experimented with AI for personal productivity or cooking?

Any ideas for making tools like this more practical in real kitchens?