Not just for developers.
Anyone who can describe a problem clearly can start. What changes is what you build, and how far you should take it alone.
PMs & POs
Prototypes
Builds: clickable ideas to test with customers
Watch: a prototype is not a product
Ops & admin
Internal Tools
Builds: trackers, reports, small automations
Watch: who fixes it when you're on leave?
Founders & SMEs
MVPs
Builds: a first version to prove demand
Watch: customer data and POPIA from day one
Developers
Speed
Builds: boilerplate, tests, refactors, spikes
Watch: reviewing less because it's faster
Source: POPIA ↗
If you can describe the problem clearly, you can start.