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Application Security

Reducing false positives in SAST and SCA tools

NIST benchmark data puts some SAST false-positive rates near 78%. Reachability analysis and contextual triage are how teams cut that noise without missing real risk.

Jul 9, 20266 min read
Application Security

A methodology for testing SPAs for client-side vulnerabilities

DOM XSS, token storage, and API exposure don't show up in a server-side scan — here's a repeatable methodology for testing React, Vue, and Angular apps.

Jul 9, 20266 min read
Application Security

AI code review: what it actually catches versus misses

GitClear's 211M-line study found copy-pasted code rose from 8.3% to 12.3% of changes from 2020 to 2024 — even as AI reviewers flag more comments, the defects that matter most still slip through.

Jul 8, 20266 min read
Application Security

How AI-powered SAST auto-fix engines actually work

GitHub says Copilot Autofix resolves two-thirds of flagged vulnerabilities with little editing; Snyk claims 80% fix accuracy. Here's the pipeline behind both numbers.

Jul 8, 20268 min read
Application Security

ASPM fundamentals: what application security posture management actually aggregates

Gartner coined the ASPM term in May 2023 and projects over 40% of organizations building software will adopt it by 2026 — here is what it actually does.

Jul 8, 20266 min read
Application Security

A practical AppSec maturity model: five stages, self-assessment included

OWASP SAMM v2 scores 15 practices on a 0–3 scale; BSIMM15 measured 121 firms and found SCA adoption up 67%. Here's a five-stage model to self-assess against.

Jul 8, 20267 min read
Application Security

What to Evaluate in an ASPM Solution: A 2026 Buyer's Guide

Gartner named Application Security Posture Management a category in May 2023 — three years later, most RFPs still can't distinguish a real ASPM from a dashboard bolted onto old scanners.

Jul 8, 20268 min read
Application Security

ASPM fundamentals for security teams

Gartner projects over 40% of organizations will adopt Application Security Posture Management by 2026 — here's what it actually aggregates and how to judge if yours is working.

Jul 8, 20266 min read
Application Security

A framework for integrating ASPM into an existing AppSec program

Gartner defined ASPM in May 2023 as a correlation layer, not a rip-and-replace — here's how to fold it into a toolchain you already run.

Jul 8, 20266 min read
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