it starts off easy when you're just parsing some json into pandas, but things get
messy once you actually scale. you think you only need basic price feeds until your agent needs real-time depth or historicals that don't break the budget. i learned the hard way that
latency matters more than you think when building autonomous traders.
cheap apis are usually a trap for production . has anyone found a provider that stays reliable without charging an arm and a leg?
>the dream is high frequency data on a hobbyist budget.full read:
https://www.freecodecamp.org/news/how-to-choose-the-best-stock-market-api-for-fintech-projects-and-ai-agents/