appsec
Safeguard articles tagged "appsec" — guides, analysis, and best practices for software supply chain and application security.
339 articles
A vendor-neutral framework for evaluating SAST tools
OWASP's Benchmark suite has run 2,740 fixed Java test cases since 2016, yet most SAST comparisons still amount to a vendor's self-reported false-positive number.
A framework for scaling risk-based AppSec across many teams
40,009 CVEs were published in 2024 alone — a 38.83% jump over 2023. No security team can triage that volume by hand across dozens of engineering teams.
Guardrails for AI Coding Assistants in the SDLC
45% of AI-generated code samples in Veracode's 2025 test of 100+ LLMs contained OWASP Top 10 vulnerabilities — here's how to gate it before merge.
Secure multi-tenant SaaS access control patterns
Broken Access Control has topped OWASP's Top 10 for two straight cycles, found in 100% of tested apps in 2025 — most of that risk starts with one missing tenant_id check.
CWE vs. CVE vs. CVSS: The Vocabulary Every AppSec Team Gets Wrong
One CWE weakness class can spawn thousands of CVEs, and a single CVE can now carry two different CVSS scores at once — most teams still use the terms interchangeably.
Best SAST Tools in 2026: A Buyer's Guide to Static Analysis
A balanced 2026 comparison of the leading static application security testing tools — Semgrep, CodeQL, SonarQube, Snyk Code, Checkmarx, and Fortify — with an honest look at where Safeguard fits.
Security Regression Testing: Make Sure Fixed Vulnerabilities Stay Fixed
A vulnerability you patched last quarter that quietly comes back this quarter is worse than one you never fixed — because you thought it was handled. Here is how to build security regression testing that keeps fixes fixed.
Shift-Left Security: How to Implement It Without Breaking Developers
Shift-left security fails when it just means 'more scanners earlier.' A 2026 implementation guide to moving security into the developer workflow with precision — IDE, pre-commit, PR, and pipeline.
Source Code Analysis Explained: A Practical 2026 Guide
What source code analysis actually is in 2026 — the categories, the real tools, how it relates to SCA and reachability, and where Safeguard fits — explained honestly and without hype.
What Is Reachability Analysis in Security?
Reachability analysis determines whether a vulnerable piece of code can actually be executed from your application — cutting through the noise of vulnerabilities that exist but can never be triggered. Here's how it slashes false positives.
Safeguard Expands Into a Unified, AI-Native Defensive Security Platform
Safeguard is growing from a posture and findings platform into a first-party detection and prevention platform — first-party AppSec, defensive red-teaming, AI security, data security, runtime/CNAPP, and a supply-chain package firewall — all feeding one prioritized findings model.
Top SAST Auto-Fixing Tools in 2026: An Honest Buyer's Guide
A balanced 2026 comparison of SAST tools that auto-fix findings — GitHub Copilot Autofix, Semgrep, Snyk, SonarQube, Mobb, Pixee — with honest tradeoffs and where Safeguard fits.