Aider is a “pair-programming” tool that can use various providers as the AI back end, including a locally running instance of ...
You can also use tools such as https://verify.contentauthenticity.org/ to check whether the video contains C2PA metadata.
A slower "reasoning" model might do more of the work for you -- and keep vibe coding from becoming a chore.