One way I try to get my head around things like this is to skip to a section I understand deeply and see what they said. Here, the claim is made: Don't try to get a compliance certificate at the last minute. Preparing for and conducting an audit such as for PCI DSS or SOC 2 from start to finish is a lengthy process, ranging from six to twelve months for most startups. Starting early and maintaining compliance is chea…
Great approach. I ctrl-F'd for databases, good info there generally. The only thing that gave me pause: a startup doesn't need to focus on SQL vs. NoSQL in 2025 with such good json support in the most popular SQL databases. Just use PostgreSQL or MySQL -- whichever your engineers have more experience with -- use CloudSQL or RDS which will take care of the hard stuff like backups and replication for you, use read repl…
Put up 2 or 3 read replicas, split your queries so writes happen to main and reads come from replicas (supported out of the box by many modern ORMs), and you can scale to millions in daily active users for most startup workloads.
Really the hard part of BI is that folks who need the info don’t wanna learn SQL. The ones who can do SQL, will struggle to keep up with your changing schema.