About This Project
I built GrammyAI because posting daily updates across platforms was frustratingly limited and needed simplifying.
Key Features
- Real-time grammar correction and suggestions
- Social media post optimization for Twitter and LinkedIn
- AI-powered content enhancement
- User-friendly interface with instant feedback
Development Progress
Project development is complete and ready for production use.
Technology Stack
The Journey Behind
Motivation
As someone who spends a lot of time crafting social media content, I found myself constantly struggling with grammar mistakes and tone inconsistencies. The idea sparked during a late-night coding session when I posted a tweet with an embarrassing typo that got noticed by my peers.
- •Manually proofreading hundreds of tweets and LinkedIn posts was time-consuming
- •Needed a tool that could catch grammatical errors in real-time
- •Wanted platform-specific optimization for different social media contexts
- •Aimed to streamline the content creation workflow for developers and creators
Development Journey
Started during winter break, dedicating 3-4 hours daily to development
Initial prototype used basic regex patterns, quickly realized need for AI integration
Breakthrough came with platform-specific optimization features for Twitter and LinkedIn
Problems Faced
- •API Rate Limiting:Struggled with OpenAI's rate limits during peak usage, solved with request queuing and caching
- •Real-time Processing:Optimized debouncing and smart caching to reduce API calls without sacrificing UX
- •Context Understanding:Required extensive prompt engineering to distinguish Twitter vs LinkedIn tone
- •Cost Management:Balancing feature richness with API costs while maintaining fast response times
Key Learnings
- •User-Centered Design:Initially focused too much on technical features, learned to prioritize actual user workflow
- •API Management:Mastered cost optimization and the balance between feature richness and performance
- •Feedback Integration:Getting feedback from fellow developers and creators was crucial for interface redesign
- •Problem Solving:Best tools solve problems you personally face daily - authenticity drives better solutions
Want to see more projects?
Explore my other projects to see different technologies and approaches to solving various problems.