AI stack · 2026
The AI podcaster stack
Transcribe, edit, clip, and voice an episode without an engineer
This stack moves an episode from raw recording to published clips. Transcribe first so editing happens by text, clean and cut the audio, slice short clips for social, and add a synthetic voiceover only where a real take isn't available.
Why this stack works
A stack's score isn't the average of its tools — it's how well they cover the job, how good each piece is, and how cleanly they hand off to each other, minus what it costs to run.
Coverage
1.0
How much of the job the stack handles
Quality
0.8
How strong each tool is at its part
Internal fit
0.6
How well the tools work together
Cost penalty
0.0
Lower is better — running cost drag
Fit confidence: medium
The build
Transcribe the recording for show notes and text-based editing. Edit the audio: remove filler, level, and cut by deleting transcript text. Generate short clips for social and pick the real hooks yourself. Add a synthetic voiceover for a fixed intro or correction if needed.
Swap-in alternatives
Frequently asked
Why transcribe before editing?
Text-based editing lets you cut audio by deleting words, which is faster and more precise than scrubbing a waveform.
Do I still need to review auto-edits?
Yes. Filler removal occasionally cuts meaningful pauses or words. A quick listen-through protects the show's natural pacing.
Can I rely on auto-generated clips?
Use them as a shortlist, not a verdict. The tools find candidates; you still choose the moment that actually lands.
Is a synthetic intro voice worth it?
For a repeated intro or a fix it saves re-recording. Match it closely to your real voice so listeners don't notice a switch.