All workflows
LONG-HORIZON TOOL USE

Capture software and technical work for dependable AI.

Capture how engineers investigate systems, choose tools, change artifacts, verify results and recover when an approach fails.

Scope this workflow

APPROVED CAPTURE SCOPE

What becomes structured evidence

  • Repository or environment starting state
  • Tool actions, observations and state transitions
  • Verification evidence and recovery paths
  • Final artifacts, checks and deployment boundaries

EXPERT JUDGMENT

Decisions the evaluation must preserve

  • What evidence identifies the real failure?
  • Which change is safe and appropriately scoped?
  • What verification is sufficient before release?

REUSABLE CUSTOMER ASSETS

What your team receives

  • Reproducible technical environments
  • Trajectory and outcome evaluation cases
  • Deterministic checks plus expert rubric
  • Regression comparisons across agent versions

RISK AND REVIEW

What stays explicitly controlled

  • Credential exposure
  • Destructive actions
  • Partial or unverified fixes