Incident Management
Detection, triage, and post-mortem workflows for security and reliability incidents.
Why 'What Did the Agent Actually Deploy?' Is the Hardest Question in Incident Response
The artifact-to-production visibility gap that every incident response team faces — and how autonomous AI agents made it worse.
The CISA Known Exploited Vulnerabilities Catalog: What It Means for Your Response Playbook
How to integrate CISA KEV data into incident response workflows and leverage 1,587 confirmed exploited vulnerabilities to drive patch prioritization.
SLSA Provenance Attestations During Incident Triage: A Practical Guide
How to use cryptographic provenance attestations to trace artifacts to source commits and answer 'did this deployment cause the incident?' in minutes, not hours.
Software Supply Chain Attacks in the Age of Autonomous AI Agents: 2024–2025 Case Studies
How AI-accelerated vibe coding and autonomous agents are reshaping software supply chain vulnerabilities — with three documented incidents and lessons learned.
Tracing a Vulnerability from CVE to Production Artifact in Under 10 Minutes
Rapid CVE triage workflow: CISA KEV lookup → SBOM query → deployment match → blast radius → remediation in minutes, not hours.
Building a Deployment Changelog That Survives an Incident
A 10-field deployment record schema that captures artifact identity, authorship (including AI agents), and approval chains for rapid incident triage.
Incident Postmortem Templates: Supply Chain Questions Every Team Should Answer
Five postmortem templates by incident type — data breach, deployment failure, OSS CVE, insider threat, misconfiguration — plus one for incidents caused by autonomous AI agents.