The MVP-first approach makes a lot of sense for crypto trading bots — releasing a focused, testable core before committing to full-stack execution logic means you can validate assumptions about signal quality and latency without overbuilding. Strategy validation in particular benefits from incremental feedback loops rather than trying to perfect a model in simulation before any live deployment.
The parallel in digital entertainment is instructive: platforms that iterated from a testable core tend to be far more robust than monolithic launches.
mostbet com is a good example — in continuous operation under a Curaçao eGaming licence since 2009, it has grown to host over 3,000 titles from providers like Pragmatic Play and Evolution, cover live sports markets, and integrate crypto funding via Bitcoin and Ethereum with instant processing and zero fees. That kind of platform depth generally comes from years of incremental improvement, not a single big-bang release.
For trading bot MVPs specifically, I'd prioritise stabilising the data pipeline and order-execution layer before layering in advanced ML signal generation — the infrastructure decisions compound over time and are costly to undo later.