jamesli.work

Case file 06 / Open Source

Piveo

Self-hostable AI creative workstation

An open-source creative workstation for image and video generation workflows, designed around repeatable creative settings, queues, galleries, comparison, and human control.

Classification
Open Source
Delivery status
Public open-source repository
Case
06 / 07

The problem

Creative generation becomes difficult to operate when prompts, media, retries, settings, outputs, and comparisons are scattered across one-off chats.

System arrangement

How the system works

Creative intent becomes a durable queued run, then review, comparison, retry, and export remain part of one inspectable human-controlled workflow.

  1. 01
    SourceCreative inputs

    Prompt, media, and intent

  2. 02
    ControlGeneration settings

    Repeatable model controls

  3. 03
    CapabilityGeneration queue

    Durable status and cancellation

  4. 04
    External systemProvider run

    Image or video execution

  5. 05
    Human reviewGallery review

    Compare outputs and settings

  6. 06
    OutcomeReviewed output

    Download or continue iterating

  7. 07
    ControlRetry + cancel

    Human control over the loop

My role

I defined the workstation product, generation flow, queue behavior, creative controls, gallery, cancellation and retry states, and self-hostable release shape.

Capabilities

  1. 01

    Image and video generation workflows

  2. 02

    Generation queue and outcome tracking

  3. 03

    Creative settings and reusable inputs

  4. 04

    Gallery, download, and comparison

  5. 05

    Retry and cancellation controls

Product decisions

  1. 01

    Treat generation as a controllable workflow with state, not a single prompt box.

  2. 02

    Keep outputs and settings inspectable so people can iterate deliberately.

  3. 03

    Make self-hosting a first-class delivery path.

Evidence

  • •

    Public repository contains image and video generation surfaces.

  • •

    Runtime includes a generation queue, gallery, download, comparison, retry, and cancel behavior.

A workstation, not a prompt box

Creative generation is easier to operate when inputs, settings, queue state, outputs, retries, cancellation, gallery, and comparison live in one coherent workflow.

Piveo provides image and video generation surfaces, reusable creative settings, a generation queue, outcome handling, galleries, downloads, comparison, retry, and cancellation.

Self-hostable by design

The project keeps the workstation deployable without forcing creative work into one hosted product. Provider behavior and media quality still depend on the configured models, services, and source inputs.