S2 Trailer: A brief update
Think of this as season two: we're splitting into bits and bytes, going fortnightly, and kicking off with Tableau's Hyper engine.
- The podcast is splitting content into 'bits' (focused on specific technologies and why they matter) and 'bytes' (broader, more opinionated topics like data literacy)
- Episodes will now release twice a month, every two weeks
- The first episode lands on the 14th of January and covers Hyper, Tableau's next-gen database
- The new format keeps the what/so what/now what structure while digging deeper into the why behind technologies
This is a short trailer announcing a format change for the podcast's second season: content now splits into 'bits' (deep dives on specific technologies) and 'bytes' (broader, more opinionated discussions), released fortnightly.
- Same structure, new format 0:21
The podcast keeps its what/so what/now what structure but reorganises episodes into two distinct content types going forward.
- 'Bits' dig into specific technologies 0:45
Bits episodes focus on a particular technology, explaining why it matters and what innovation it brings, rather than just describing what it does.
- The motivation: understanding the why 1:30
Both hosts admit to often using technology without understanding why or how it works underneath; the new format is meant to force that deeper dig rather than just admiring surface-level results.
- Fortnightly release schedule 2:42
Episodes will now come out twice a month instead of weekly, framed as a fresh 'season two' of the show.
Listen in if you want technology deep-dives (bits) or broader opinionated discussions on topics like data literacy (bytes), now delivered on a fortnightly schedule.
How this Rollup was made provenance & method
A Rollup is drafted by AI from the video's transcript, then reviewed and edited by Tim. Everything used to produce this one is listed below — the model, the exact prompt, and the source video — so the process is transparent and reproducible.
- Transcription
- On-device — NVIDIA Parakeet v3 for recent videos, OpenAI Whisper large-v3 for earlier ones. The transcript never leaves the machine or gets published.
- Drafting
- Claude Sonnet 5 in the cloud, from that transcript.
- Prompt
- The exact Rollup prompt (v2) — the full system prompt, unedited.
- Source video
- Watch on YouTube
- Drafted
- 5 July 2026 at 09:38
- Reviewed & edited
- 5 July 2026 at 09:41 · by Tim Ngwena
Model + prompt + video is everything you'd need to recreate a Rollup like this yourself. The one thing we don't share is the transcript.
Rights. The video and its transcript are the property of TN Media Ltd. Unauthorised use or download is prohibited. © TN Media Ltd.