Insights

Practical notes from the AppSec floor.

A home for field notes on security tooling, DevSecOps workflows, vulnerability operations, AI security, and veteran technology career guidance.

DevSecOps

Release gates need a product mindset.

A useful security gate explains its purpose, failure condition, remediation path, and escalation route before it ever blocks a build.

Veteran Outreach

Translating military experience into technology language.

Veterans often already have operational discipline, troubleshooting instincts, and mission ownership. The work is translating that into roles, stories, and evidence.