Look to these tools to improve your AI coding practices and the quality, security, and reliability of your AI-generated code.
Spam accounts overwhelmed my database. Claude found the weaknesses, Codex wrote the fixes, and I deployed a new defense.
Research by AppSec biz Checkmarx finds that 70 percent of developers believe AI-generated code has more vulnerabilities, and 30 percent knowingly ship vulnerable code into production. The report is ...
Svoboda, D., 2026: The SEI CERT Coding Standard for Fortran. Software Engineering Institute blog, Accessed July 1, 2026, https://doi.org/10.58012/w9t7-6y96. This blog ...
Shield detects your tech stack, runs every applicable security scanner in parallel, consolidates findings into a single report, calculates a risk score, proposes code fixes, and optionally files ...
A set of Java annotations which can be used in JVM-based languages. They serve as an additional documentation and can be interpreted by IDEs and static analysis tools to improve code analysis.