Lineage-based impact analysis and remediation for workflow runs. What a bad input or an incident report reached, what to re-run, delete or disclose, sealed as evidence an auditor verifies offline. Incident triage, MCP tools for agents, agent-written providers. Reads Nextflow, Snakemake, Cromwell, Horus, DNAnexus and Latch.
