Core concepts

Use the same words in the dashboard, CLI, and MCP.

Attachment model

Item	Attaches to
Files and a Machine	a Task
Skills, MCP servers, CLIs, and SDKs	a Treatment

You choose agents when you launch an experiment. Agents are not part of a task or a treatment.

Task (instructions + rubric + files + machine)
  × Treatment (baseline, or assets attached)
  × Agent (harness + model + effort)
  × Trials
  → Runs

This keeps comparisons fair. Every treatment of the same task starts from the same files and machine. Treatments change only the skills and tools the agent gets.

Treatment page with asset types and included assets.

Product terms

Term	Meaning
Task	The work: instructions, rubric, files, and machine
Treatment	The condition you compare — raw agent, or agent plus assets
Experiment	A launched comparison of tasks × agents × treatments
Run	One agent attempt on a task under a treatment. This is what you pay for.
Trial	A repeat of the same inputs. Each trial is one run.
Evals	Rubric scoring. Pass or fail for each requirement.
Insights	Trace and output analysis that finds frictions
Matrix	Pass rate, lift, and metrics for the experiment
Lift	How much a treatment improves over baseline
Ask Oqo	The in-app assistant for your project

Full definitions: Glossary.

Workflow

Set up providers, agents, and Oqoqo AI features.
Define tasks and treatments in a project.
Launch with agents, trials, and Max Concurrency.
Read Matrix, Frictions, and run detail.
Improve the interface or product, then launch again.

Dashboard map

Find every surface in the app.

How experiments work

See the full experiment workflow.

Supported agents

Agents available today.

Billing

How runs and quota work.

Get started

Set up

Operate

Experiments

Results

Guides

Reference

Core concepts

Attachment model

Product terms

Workflow

Dashboard map

How experiments work

Supported agents

Billing

​Attachment model

​Product terms

​Workflow

​Related pages

Dashboard map

How experiments work

Supported agents

Billing

Attachment model

Product terms

Workflow

Related pages