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Use Cases

Harness is built for Codex workflows that need repeatable structure instead of freestyle execution.

Software Delivery

Turn a product or engineering workflow into a graph of role-bound agents, capability nodes, artifacts, and final deliverables.

Start from:

python3 scripts/harness_cli.py init-workflow --template software_delivery --output ./harness.workflow.json
python3 scripts/harness_cli.py verify-workflow ./harness.workflow.json

Best fit:

  • Repository audits
  • Refactor workflows
  • QA and release checks
  • Documentation pipelines

Research and Operations

Use Harness when a workflow needs separate planning, execution, evidence collection, and final report assembly.

Start from:

python3 scripts/harness_cli.py init-workflow --template research_ops --output ./harness.workflow.json
python3 scripts/harness_cli.py verify-workflow ./harness.workflow.json

Best fit:

  • Market research
  • Competitive scans
  • Content production pipelines
  • Business process automation

Multi-Agent Frameworks

Harness keeps multi-agent systems inspectable. Every real agent needs role, execution, and output specs. Script-only utilities remain tools.

Best fit:

  • Custom workflow products
  • Internal agent workbenches
  • Agent runtime experiments
  • Spec-bound task execution