It is hot like an oven, with 400F temperatures, and multiple ATM pressures. It is much a more challenging environment.
You can shield the probes from sulfuric acid and pressure, but it's hard to keep electronics cool for longer than few hours. Mean surface temperature is 464 °C. (867 °F). Doing science experiments is even harder.
You would basically have to use a crazy high temperature reactor like those envisioned for project Pluto, but setup to somehow produce useful work instead of propulsion, to get the necessary power needed to reach sane cold side temperatures on your heat pump.
[1] https://www.nasa.gov/feature/jpl/nasas-venus-rover-challenge...
That way you can cool the probe down every time you reel it in instead of making it withstand the hellish temperatures for extended amounts of time.