AI Transcription on a Rented GPU: Python Workers Pull Jobs From ukue Over HTTP

Tue, 06 Oct 2026 00:00:00 +0000

Say a small podcast-hosting service wants to offer transcripts. Speech-to-text models are quick on a GPU and painfully slow without one, and the service’s web server is a modest cloud machine with no GPU. So it rents a GPU server by the month from another provider, and needs a way to hand it work: here’s an episode, transcribe it, report back when it’s done. Episodes are long, so one job can take ten minutes. And the GPU server might be restarted, or swapped for a bigger one, at any time.

Appointment Reminders With ukue: Jobs Scheduled Days Ahead, Deleted When a Booking Moves

Tue, 06 Oct 2026 00:00:00 +0000

Picture a hair salon in London that takes bookings online, weeks ahead, and texts every client a reminder 24 hours before the appointment. No-shows cost it money, so the reminders matter. The obvious way to send them is a cron job that wakes up every few minutes and searches the bookings for appointments about a day away. That works until two runs overlap and a client gets two texts, or the server is down at the wrong moment and an hour of reminders never goes out, or a booking moves and the reminder still names the old time.

Http Api on ukue.com

AI Transcription on a Rented GPU: Python Workers Pull Jobs From ukue Over HTTP

Appointment Reminders With ukue: Jobs Scheduled Days Ahead, Deleted When a Booking Moves