Continuous Compliance Automation: SOC 2, ISO 27001, HIPAA
Manual compliance checks are a dead end. Engineering evidence collection directly into the deployment pipeline changes …
Container Security: Runtime Detection Beyond Image Scanning
Image scanning catches known CVEs at build time. It tells you nothing about what your containers actually do when they …
Software Supply Chain Vulnerability Management at Scale
Running npm audit is not a software supply chain security program. Modern applications are 80% third-party code.
SOC 2 Compliance Engineering: Controls That Generate Evidence
If you sprint for SOC 2 six weeks before the audit, your engineering processes are broken.
Secrets Management: Vault, Dynamic Credentials, Rotation
Hardcoded secrets work perfectly right up until they cause a breach.
DevSecOps Shift Left: Workflows Over Scanners
Adding more SAST tools to the CI pipeline doesn't shift security left. It shifts friction left.
Secure Software Supply Chain: SBOM and Provenance
Vulnerability scanners are not enough. You need cryptographic provenance verification across your entire build pipeline.
Threat Modeling for Engineering Teams: STRIDE in Practice
Security checklists applied after deployment are painful roadblocks. Threat modeling is a design review.