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My dev team was two AI agents that argued. I just shipped the app solo.

I just shipped my first real app, and I want to write the honest version - not the "look how easy, AI built it for me" one. Because it wasn't.

The itch: every morning I'd open ~20 tabs news, crypto, markets, Twitter just to figure out what actually happened. Exhausting, and half of it I couldn't trust. I wanted ONE calm briefing, in my language, that I could just listen to with coffee. Nothing did exactly that, so I built it: twice-daily AI market/news briefings in 6 languages, with audio.

The "team": I can barely write Swift. So my setup was weird an AI builder for the iOS side, and two AI agents for the backend: one that wrote + deployed code, and one whose entire job was QA and telling the first one it was wrong. I basically went from "developer" to "the guy who reviews the work and makes the calls." Most of the 3 months wasn't typing. It was judgment.

Then the backend became a monster. What looks like a simple app sits on a pipeline: collect verify against real sources synthesize translate into 6 languages generate audio publish. Twice a day, reliably, forever. War stories:

Pulse: AI News & Market Brief - Crypto, Stocks & Sentiment

Hey PH πŸ‘‹ I'm a solo dev who was sick of doom-scrolling 20 tabs every morning just to know what's moving. So I built Pulse: AI market & news briefings twice a day in 6 languages, with audio for the commute. Behind the simple app is a beast: a verified multi-stage AI pipeline that grounds every story in real sources, plus live sentiment, an economic calendar and a real OKX liquidation map. Built it for myself. Sharing it for anyone who trades, follows crypto, or just hates being last to know.