Indeed, from early 2022, and hopefully it will remain so, you will be able to travel to Kazakhstan without a visa, as was the case before the pandemic. However, you must still be able to show a covid vaccination certificate (digital or a document) upon arrival, or otherwise a negative (PCR) test certificate.
Traveling in the country has no restrictions. The national borders with Uzbekistan and Kyrgyzstan are open again.