Software Audit Compliance: Making Engineering Evidence Audit-Ready

A pentest is a time-boxed, authorized attack where ethical hackers chain flaws to prove exploitable risk, not just run scans. It outlines deliverables, audit drivers, and when to test.

Four myths hold back application security programs, from 'AppSec teams are optional' to 'DevOps shops do not need one'; successful journeys start with a central governing team and defect discovery.

Since the role of the Chief Information Security Officer (CISO) and how he or she reports has a major impact on security and risk, I think it’s interesting to look at how different organizations have structured the position. With that said, there is very little consistency other than a correlation with the industry vertical’s understanding of IT risk.

A 2026 guide to SOC 2 compliance software: it should drive control ownership, continuous evidence from enforcing systems, and scoped auditor access—not a manual screenshot rush at period end.

GitLab's Flow Registry compiles declarative YAML into LangGraph flows for Duo Agent Platform, cutting code per agentic flow by 45% while improving reliability and maintainability.

A guide to enterprise GitLab rollouts comparing GitLab.com, Dedicated, and self-managed models, with planning guidance for runners, availability, disaster recovery, and pipeline performance at scale.