Category
Static analysis, code review, security and maintainability for teams that ship reliable software.
General
8 min
Dr. Sarah Chen
•
3 months ago
We analyzed post-mortems from 50 major production incidents. A pattern emerged: the same eight code smells were present in over 80% of the codebases. This isn't about style—it's about stability. Here’s what to look for and how to fix it before your system goes down.
General
9 min
Dr. Sarah Chen
•
3 months ago
Static analysis tools promise security but often deliver noise. They flag trivial formatting issues while missing the architectural vulnerabilities that lead to real breaches. Here are 10 glaring signs your security scanning is broken and what to do to fix it.
General
9 min
David Kim
•
3 months ago
Most static analysis tools generate hundreds of low-priority warnings while missing critical, exploitable vulnerabilities. This guide shows you how to reconfigure your scanning pipeline to prioritize the flaws that attackers actually use. We'll move beyond syntax checks to data flow analysis and taint tracking.
General
9 min
James Okafor
•
3 months ago
Static Application Security Testing (SAST) tools promise a secure codebase but often drown teams in false positives while missing critical, context-rich vulnerabilities. This guide walks through a tactical, five-step methodology that moves beyond syntax checking to analyze data flow, library interaction, and business logic—the flaws that attackers actually target. We'll implement it using a mix of open-source tools and precise manual analysis.
General
7 min
Priya Sharma
•
3 months ago
We analyzed over 2.5 million commits across 400 projects to identify which static analysis warnings actually matter. The results challenge decades of conventional wisdom. Most teams are measuring the wrong things and missing the real signals buried in their code.
General
8 min
Marcus Rodriguez
•
3 months ago
Most static analysis security testing (SAST) tools generate hundreds of low-priority warnings while missing critical architectural vulnerabilities. This guide shows you how to reconfigure your scanning pipeline to focus on the flaws attackers actually exploit, not just coding standard violations. We'll walk through a real Java Spring Boot codebase to demonstrate the shift from noise to signal.
General
4 min
Priya Sharma
•
4 months ago
Technical debt is an invisible tax on your team's productivity. The real problem isn't that it exists—it's that most teams can't measure it. We'll break down the key static analysis metrics that turn subjective code quality debates into objective, actionable data for engineering managers and CTOs.