Agentic · ships today

Red-team your model
with approval at every step

Generate attacks, escalate only with approval, and accept findings before they count.

Ships as redteam/campaign

A campaign plans attacks against a target model, runs them, escalates the ones that get close, classifies the results and reports. A person approves the plan, each escalation and the final findings.

The pipeline
STEP 01

Plan

The agent generates an attack plan. A gate holds it until a person approves.

STEP 02

Attack and escalate

Attacks run; promising ones are mutated and re-run, each round behind its own approval.

STEP 03

Classify and aggregate

Results are classified and rolled up by category and severity.

STEP 04

Accept and report

A person accepts the findings; only then is the report produced.

What the record keeps

The target model, the approved plan, every attack and response, the classification, the accepted findings and the spend per round.

Nothing runs unapproved

The plan, each escalation and the findings all pass a gate.

Bounded cost

Rounds are capped and budgeted.

Quick checks too

redteam/quick and redteam/scan run smaller, single-pass tests.

Ships as redteam/campaign, redteam/scan and redteam/quick. Attack libraries and target connectors depend on the installed operators.

See how failure can trigger a reviewed improvement cycle →

Run it on your own infrastructure.

Apache 2.0 licensed, self-hosted. cairn pipeline run redteam/campaign