code-review
Safeguard articles tagged "code-review" — guides, analysis, and best practices for software supply chain and application security.
59 articles
AI Python Code Correctors: What They Catch and What They Miss
AI Python code correctors fix syntax and obvious bugs fast, but they miss the security and correctness issues that matter most. Here is where they help, where they fail, and how to use them safely.
Auditing Rust unsafe Code at Scale
How to actually audit unsafe blocks across a large Rust dependency graph without drowning in false positives or miss real issues.
Types of Security Audits, Explained
There isn't one kind of security audit — compliance audits, penetration tests, code audits, and architecture reviews all answer different questions and require different evidence.
Open-Source Contribution Security Guide
How to contribute to open-source projects without introducing security vulnerabilities, and how to evaluate the security posture of projects you contribute to.
How to configure GitHub branch protection rules
A practical guide to configuring GitHub branch protection rules — required reviews, status checks, and security settings that keep your main branch safe.
Copilot Code Review Security: What It Misses
Copilot's code review is useful. It is also not a security review, and treating it as one is how vulnerabilities ship. Here is what it actually catches.
Auditing AI-Generated Code: A Practical Security Guide
AI code generation tools are producing millions of lines of code daily. Here is a practical framework for auditing AI-generated code for security vulnerabilities and supply chain risks.
How to Security Audit an Open Source Project Before Adoption
Adopting an open source dependency is a trust decision. This guide provides a structured methodology for evaluating the security posture of open source projects before adding them to your supply chain.
AI Code Review for Security: How Effective Is It Really?
AI-powered code review tools promise to catch vulnerabilities faster than humans. We tested the claims against reality.
Security Code Review Best Practices
How to make code reviews an effective security checkpoint without turning every PR into a week-long security audit.
Malicious GitHub Commits: The Overlooked Supply Chain Attack Vector
Attackers can impersonate any committer on GitHub, inject malicious code through PRs, and exploit lax review processes. Here's the risk.
Self-healing security runs on Safeguard.
Your first fix PR is minutes away.
No sales call required, even your agent can complete the purchase over MCP.