Search YouTube for '10 cent microcontroller' to learn about the absolute cheapest chips.

For £3.50 you can get an ESP32 module with WiFi and Bluetooth (e.g. https://thepihut.com/products/esp32-c3-mini-development-boar...)

(A regular Arduino board might still be the best choice if you're just learning/tinkering though)