Agentic Cuts · VE

Editing
at scale.

The agentic NLE for the Viral Editz operation. Built for VAs to drive client work with consistent quality, deterministic outputs, and a budget cap that actually stops the run.

Apache 2.0 VA-friendly CLI Per-client brand kits 99 tests passing

One engine.
Every client their own kit.

VE runs the same engine Drey ships from. The voice style is client-neutral by design — VAs adapt to each client's existing tone instead of forcing the VE house style. Default caption preset is podcast-clean. Quiet, professional, doesn't compete with the footage.

The agent is the orchestrator. Tools are its hands. The timeline is the source of truth. The VA reviews the gates. — Agentic Cuts mental model, VE flavor

What's different.

Determinism

Same inputs, same outputs, every time. VAs producing the same kind of clip across a client roster get the same look without thinking about it.

Real timeline

The agent does the heavy lift. The VA scrubs, marks in and out, drags clips around. Approval gates pause at every stage that needs human eyes.

Hard-stop budget

Each client gets a cap. We enforce it. No surprise overrun on a Friday afternoon when the operations lead is at brunch.

Five launch pipelines.

Tuned for the VE workflow — clip-factory and podcast-repurpose run hundreds of times a week.

clip-factory
Long-form to ranked verticals with kinetic captions. The VE bread and butter.
9:16 · daily
podcast-repurpose
Audio-first, speaker-aware. Diarization gate, quote-style emphasis on payoff moments.
9:16 · client
talking-head
Footage-led speaker reels with optional dub. International client lanes lit up.
9:16
documentary-montage
Real-footage path. CLIP-indexed corpus from Archive.org, NASA, Wikimedia.
16:9
animated-explainer
Zero-key entry point for clients without paid model budgets.
16:9