Building a community platform with AI tools has honestly been one of the most exciting (and humbling 😅) things I’ve worked on recently.
I’ve been experimenting with AI-assisted development, Firebase, backend systems, real-time features, and product workflows — watching ideas move from prompts to actual working features feels almost unreal sometimes.
Everything was going smoothly… until #Firebase reminded me that “pay-as-you-go” actually means PAY as you go. 😂
I exhausted my free quota, tried uploading more data to the backend, and suddenly discovered I was almost $100 in usage within just a few days.
That shock was enough motivation to temporarily pause development until my wallet and ambition reconnect again. 💀
Still, the experience has been incredibly valuable. Building products today feels very different with AI tools accelerating development and experimentation.
Now I’m considering migrating away from Firebase to something more cost predictable while maintaining the existing data structure and architecture.
For those who’ve built scalable products before:
• Have you migrated away from Firebase successfully?
• What alternatives would you recommend?
• Any advice on reducing backend costs early?
Would genuinely love to learn from other builders. 🚀
#backend
Some quick mockups for Relay, an AI infrastructure platform concept built around model routing, observability, and performance.
Exploring what a mobile command center could look like for teams managing multiple AI models, with a focus on clear data, fast decisions, and a developer-first UX.
Product design, mobile UI, AI tools, and a little systems thinking all in one.
The question is basically: what's the context behind the decision?
AI can generate 100 packaging options. It can't tell you which one makes sense for a brand expanding into a market where soft pink reads very differently than it does back home. Or why the typography from three...
Today, I want to show you the music player that inspired me to build SukhSangeet — a Personal Audio Workspace & Playlist Engine.
This project started as an idea and eventually evolved into SukhSangeet, with a stronger focus on playlists, music discovery, and a better listening experience.