GitLab Code Review: Best Tools and Practices (2026)

<h2> Quick Verdict </h2> <p><a class="article-body-image-wrapper"

<h2> What is a code audit and why it matters </h2> <p><strong>A code audit is a systematic examination of source code to assess its quality, security posture, and compliance with

<h1> The Best Approach to Dependency Vulnerability Scanning in CI Pipelines </h1> <p>Dependency vulnerabilities are the silent killers of modern software projects. A single

<h2> What is AI code review? </h2> <p><strong>AI code review is the automated analysis of code changes using artificial intelligence to find bugs, security vulnerabilities,

<h2> The risk in one paragraph </h2> <p>Every time your team deploys software to AWS, a pipeline authenticates with credentials that can modify production infrastructure. In most

<p>I've been writing software professionally since 2011.</p> <p>Java, C#, Kotlin, Node.js. Enterprise backends, microservices, APIs, data pipelines. I've shipped production code

<h2> The state of AI code review in 2026 - an industry that grew up fast </h2> <p>Two years ago, AI code review was an experiment. A handful of early-stage startups were trying to

<p>Most developer security content is a checklist you'll never finish.</p> <p>OWASP Top 10. Rotate your secrets. Use HTTPS. Thanks, very helpful.</p> <p><strong>The real gap in