I review things I bought, and I build the pipeline that cuts the videos.

I'm Carlos. GSD Media Productions, LLC is a one-person production company in Texas. The channel is a notebook about things I actually paid for: candid owner reviews, real purchase context, use over months, and an honest keep, sell, or conditional verdict.

The other half is the machinery. I built an agent-driven pipeline that ingests a take, cuts the fillers out on word boundaries, splits a voiceover against a beat script, burns captions, and refuses to call a render finished if the audio is silent. That system is documented here, including the parts that measured worse than doing nothing.

What this site is for

• Notes. The notebook is where a mechanism, a failure, or a change gets written down.
• The method. The rules the work has to obey, versioned, with a changelog.
• The board. Everything planned, in progress, and shipped, with status derived from what exists on disk rather than typed by hand.

What it is not for

I am not taking client work through this site. There is no rate card and no booking form. If that changes it will be on the board first.

Reviews are of things I bought myself. Where a link earns a commission, the post says so in the post.