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Run and interpret the unified A/B Lightflow benchmark (benchmarks/run_benchmark.py) comparing Arm A (Lightflow DAG) against Arm B (Traditional Skill) across 7 matched domain workflow pairs (3 to 22 stages).
Quellsprache: Englisch
Spawn a detached background export job, poll its status file until READY, verify the exported artifact checksum, and always clean up temporary status files using examples/async_job_watcher/actions.py.
Quellsprache: Englisch
Run an 8-stage blue/green canary release with parallel validation, green slot warmup polling, an operator cutover gate, automatic canary traffic rollback on SLO failure, surgical recovery, green promotion, and old-slot decommission.
Quellsprache: Englisch
Fetch top Hacker News stories, pause for human editorial approval, and publish a curated Markdown digest using examples/hn_digest/actions.py.
Quellsprache: Englisch
Run a 9-stage regional primary database failover with outage confirmation, failover candidate election, conditional WAL lag replay vs. zero-loss sync verification, STONITH fencing join, Incident Commander approval gate, standby promotion, connection-pooler…
Quellsprache: Englisch
Audit pinned Python dependencies against PyPI, pause for operator approval, apply upgrades with automatic rollback on smoke-test failure, and recover without re-auditing using examples/pypi_upgrade_guard/actions.py.
Quellsprache: Englisch
Execute the 22-stage multi-branch Kubernetes, Cloud IAM, KMS, and ArgoCD GitOps tenant onboarding workflow using examples/tenant_gitops_onboarding/actions.py.
Quellsprache: Englisch
Poll the USGS M4.5+ earthquake feed, conditionally pause for Incident Commander triage when magnitude >= 5.0, and emit an incident bulletin using examples/usgs_seismic_alert/actions.py.
Quellsprache: Englisch
Guides the design, authoring, compilation, and verification of new Python DAG workflows using Lightflow (YAML, JSON, or Textproto). Use when building a new multi-stage pipeline, authoring `actions.py` and `lightflow.yaml`, or scaffolding a workflow with the…
Quellsprache: Englisch
Executes, inspects, and resumes existing Lightflow DAG workflows via CLI (`lightflow`, or the equivalent `python3 -m lightflow`) or MCP (`lightflow-mcp`). Use when asked to run, dry-run, check status, visualize, resolve an `operator_action` human-in-the-loop…
Quellsprache: Englisch
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