Creative audio, video, and TTS pipelines

Small media products, not Hollywood:

• Script → voice → mix loops for meditations, explainers, or social clips.
• Asset manifests: which voice, which bed, which export format—reproducible.
• QC passes for loudness, clipping, and rights (stock vs generated).

Community examples (custom meditations, ambient audio) share a pattern: explicit pipeline, not one magic prompt.

• Skills and iteration map to multi-pass creative work (draft → mix → fix).
• Publishable artifacts align with publishable proof.
• Approvals before posting or spending on render farms.

1. Storyboard the pipeline: inputs, tools, outputs, failure handling.
2. Budget API minutes and storage—creative work gets expensive quietly.
3. Freeze random seeds only when you need reproducibility.
4. Listen on reference headphones and one cheap speaker—two profiles.
5. Archive source projects—not only final exports.

• Rights clarity for TTS voices, music beds, and stock footage.
• Toolchain installed or containerized; document versions.

1. Spike end-to-end on a 30-second clip.
2. Automate only repetitive steps (normalize, loudness).
3. Add human listen gate before batch exports.
4. Tag outputs with model and prompt versions.
5. Retire experiments that never ship—avoid folder sprawl.

• “List rights risks in this asset list.”
• “Propose a shorter pipeline that drops nonessential steps.”
• “What QC checks catch the last three failures we saw?”

• Spot-check exports on target platforms (phone speaker, car, shorts feed).
• Cost per finished minute understood and approved.
• Takedown plan if a rights issue appears.

• Copyright on background tracks or voice clones.
• Uncanny pacing—TTS without human pass sounds cheap.
• Scope creep to full video production when you needed a voice memo.
• Huge intermediate files filling disk.