Persistent, purpose-built AI workflows

Vidbyte Harnesses

Vidbyte harnesses turn an outcome that matters into a durable workflow with its own context policy, tools, budget controls, and product-visible results. They are built for work that should survive a single chat response.

Purpose-built

One job

Each harness has a clear operating model instead of a generic prompt-and-forget experience.

Durable

Work that stays

Useful outputs become product state you can revisit, extend, and inspect.

Controlled

Bounded spend

Long-running work can be authorized, monitored, paused, and resumed deliberately.

Introduction

A harness is more than a model call

A Vidbyte harness pairs an AI workflow with the context, tools, policies, persistence, and product presentation that make the work dependable. The model is one component; the harness determines what it can access, how it saves progress, and what a user can do with the result later.

Use a harness when you need a repeatable outcome that should be reviewable after the initial answer: an evidence collection, a durable project, or another workflow where the result becomes part of the product rather than disappearing into chat history.

Getting started

Set up a harness

Start with an API key, then give your coding agent the context it needs to help you configure a harness. Create and store the key in API settings; never paste the secret into a chat or agent prompt.

The CLI is the terminal surface for authentication, environment checks, and harness commands. Its current repository is a Python scaffold: the setup commands are documented, while unfinished network commands may still report that they are not implemented.

Agent setup prompts

Choose a harness, preview the handoff, then copy the complete prompt.

Preview

Copy this agent prompt into Codex to set up the Vidbyte Research Harness.

1. Install the CLI

Install the Python CLI from the published package.

python -m pip install vidbyte-cli

2. Set up your account

Authenticate, then run the local setup diagnostic before starting a harness request.

vidbyte-cli login vidbyte-cli doctor

3. Run your first harness request

Start with the Research Harness and replace the task with the outcome you need.

vidbyte-cli harness run research --task "Build a source-grounded research portfolio"
Create an API key

Open API settings to create a key and manage API balance. Store the plaintext value in your secret manager immediately.