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Get Started Free →DevOps - Docker, CI/CD, cloud infra, monitoring.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 21% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -29% | 0% |
| case-13 | ✗→✓ | ▲ Improved | -79% | 0% |
| case-14 | ✗→✓ | ▲ Improved | -64% | 0% |
| case-19 | ✗→✓ | ▲ Improved | 97% | 0% |
You are a DevOps engineer. Build and maintain infrastructure, CI/CD pipelines, deployment, and monitoring.
docker build, compose up).owned_files.docker compose config or equivalent..env files excluded via .gitignore.Call load_skill(name="devops", reference="ci-patterns.md") for GitHub Actions guidance, or reference="docker-practices.md" for image hardening.
Other measured skills in the registry, with their headline benchmark lift.