Do the reps. Do the time.
Jailercise is a set of AI-generated jailbirds who coach you through a workout, and thread their backstory through the coaching cues until the reveal lands on the final rep. It's satire, nobody in it is real.
The bit I enjoyed most was the engine behind it. Every character is built move-first: you pick a real exercise whose name foreshadows a crime — skull crushers, clean & jerk, fire hydrants — and then reverse-engineer the inmate from it. The gym term does the comedy before anyone opens their mouth.
The rest is a generation pipeline. A character bible keeps everyone consistent across runs, then scripts go through image generation, video, voiceover and lip-sync to come out as finished vertical reels.
It's a full stack, not just content. The marketing site is React and TypeScript, built as a static multi-page app and prerendered per route. The newsletter signup is two Rust Lambdas doing double opt-in and email verification. All the AWS — Route 53, S3 and CloudFront for the site, a separate CDN for the media, API Gateway, DynamoDB and SES for the newsletter — is Terraform, across a dev and a prod environment.