DAST vs SAST in Secure Software Development Lifecycles
SAST and DAST catch different vulnerabilities at different stages, so secure development needs both.
Dana Kovac
Editor at Large
Dana Kovac
Dana Kovac covers software supply chain security, ci and production environment consistency and ai agent development environments for Build Stack Review.
12 stories
Trunk-Based Development With Feature Flag Gating
Feature flags let teams ship incomplete code safely by decoupling deployment from release.
Dana Kovac
Jenkins Build Trigger Configuration for Environment-Sensitive Pipelines
Trigger configuration silently determines which environment state your pipeline actually tests.
Dana Kovac
Evaluating AI Coding Agent Frameworks for Environment Compatibility
Framework choice matters less than whether the agent can drift its own environment.
Dana Kovac
Dependency Provenance in AI-Generated Code
AI-suggested dependencies bypass provenance checks, creating a new attack surface.
Dana Kovac
MCP Server Environment Dependencies and Packaging
Your packaging choice determines whether your MCP server behaves consistently and securely.
Dana Kovac
Environment Reproducibility Auditing in Existing Codebases
Discover whether your codebase can actually rebuild from its declared environment.
Dana Kovac
Reproducible Environments on Apple Silicon and x86 Teams
Teams lose sprints to architecture mismatches between developer laptops, CI, and production.
Dana Kovac
Reproducible Environments Across macOS and Linux in the Same Team
Teams split between macOS and Linux can now share identical tool versions.
Dana Kovac
tools for cross-platform reproducible development environments (macOS, Linux, WSL2)
How standardized tooling prevents environment drift across macOS, Linux, and WSL2.
Dana Kovac
cross-platform dev environment tools supporting macOS, Linux, and WSL2
Nix and container tools can bridge the reproducibility gap between macOS, Linux, and WSL2 builds.
Dana Kovac
Pinning Python and Node Toolchains Across Developer Machines
Separate runtime pinning from dependency locking to eliminate environment drift across your team.
Dana Kovac