It can be tempting to choose the most powerful microcontroller. A better approach is to begin with the system requirements.
Start with a list of connections
Write down every device: motors and their drivers, buttons, sensors, displays and communication modules. Identify which connections use GPIO, PWM, ADC, I²C, SPI or UART.
Check the real constraints
- Voltage: Is the board a 3.3 V or 5 V logic device? Are the peripherals compatible?
- Pins: Do you have enough suitable pins after reserving communication buses?
- Timing: Will the controller manage motor commands and sensor reading with acceptable latency?
- Development: Are documentation and debugging tools available?
A good engineering habit
Build a pin table and a block diagram before purchasing components. Reserve a few spare pins for iteration, and document the power supply separately from the signal connections.