@iamsam82,
iamsam82 wrote:surprised that there is nothing from which we can glean pronunciation.
There is plenty. If you are interested you a good starting point would be
Vox Latina (W. Sidney Allen, Cambridge University Press 1965) Despite the title, it's in English!
There are several main sources of knowledge:
The Latin alphabet was meant to be entirely phonetic. Unlike us, the ancient Romans did not inherit their spellings from any earlier language. What you see is what you get.
Language teaching was big business in Roman times, and ancient Roman grammarians give us surprisingly detailed information about the sounds of the language.
Languages derived from Latin give us a lot of evidence. In fact, many of the letters of the alphabet are pronounced the same way in French, Spanish, Portuguese, and Italian. It stands to reason that the original Latin pronunciation has survived.
Spelling errors made by the ancient Romans are very informative. If two letters are often mixed up, they must sound fairly similar. Likewise, if two letters are never mixed up, we know they sounded different.
Here’s an example: In classical times, the natives had no trouble keeping ae distinct from e; if they ever misspelled ae it came out ai. Later on, they started changing ae to e. That enables us to pinpoint when the sound of ae changed.
Finally, transcriptions into other writing systems, such as Greek and Sanskrit, often pin down the ancient pronunciation of Latin very precisely.