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ToolAccuracy of FindingsDetects Non-Pattern-Based Issues?Coverage of SAST FindingsSpeed of ScanningUsability & Dev Experience
DryRun SecurityVery high – caught multiple critical issues missed by othersYes – context-based analysis, logic flaws & SSRFBroad coverage of standard vulns, logic flaws, and extendableNear real-time PR feedback
Snyk CodeHigh on well-known patterns (SQLi, XSS), but misses other categoriesLimited – AI-based, focuses on recognized vulnerabilitiesGood coverage of standard vulns; may miss SSRF or advanced auth logic issuesFast, often near PR speedDecent GitHub integration, but rules are a black box
GitHub Advanced Security (CodeQL)Very high precision for known queries, low false positivesPartial – strong dataflow for known issues, needs custom queriesGood for SQLi and XSS but logic flaws require advanced CodeQL experience.Moderate to slow (GitHub Action based)Requires CodeQL expertise for custom logic
SemgrepMedium, but there is a good community for adding rulesPrimarily pattern-based with limited dataflowDecent coverage with the right rules, can still miss advanced logic or SSRFFast scansHas custom rules, but dev teams must maintain them
SonarQubeLow – misses serious issues in our testingLimited – mostly pattern-based, code quality orientedBasic coverage for standard vulns, many hotspots require manual reviewModerate, usually in CIDashboard-based approach, can pass “quality gate” despite real vulns
Vulnerability ClassSnyk (partial)GitHub (CodeQL) (partial)SemgrepSonarQubeDryRun Security
SQL Injection
*
Cross-Site Scripting (XSS)
SSRF
Auth Flaw / IDOR
User Enumeration
Hardcoded Token
ToolAccuracy of FindingsDetects Non-Pattern-Based Issues?Coverage of C# VulnerabilitiesScan SpeedDeveloper Experience
DryRun Security
Very high – caught all critical flaws missed by others
Yes – context-based analysis finds logic errors, auth flaws, etc.
Broad coverage of OWASP Top 10 vulns plus business logic issuesNear real-time (PR comment within seconds)Clear single PR comment with detailed insights; no config or custom scripts needed
Snyk CodeHigh on known patterns (SQLi, XSS), but misses logic/flow bugsLimited – focuses on recognizable vulnerability patterns
Good for standard vulns; may miss SSRF or auth logic issues 
Fast (integrates into PR checks)Decent GitHub integration, but rules are a black box (no easy customization)
GitHub Advanced Security (CodeQL)Low - missed everything except SQL InjectionMostly pattern-basedLow – only discovered SQL InjectionSlowest of all but finished in 1 minuteConcise annotation with a suggested fix and optional auto-remedation
SemgrepMedium – finds common issues with community rules, some missesPrimarily pattern-based, limited data flow analysis
Decent coverage with the right rules; misses advanced logic flaws 
Very fast (runs as lightweight CI)Custom rules possible, but require maintenance and security expertise
SonarQube
Low – missed serious issues in our testing
Mostly pattern-based (code quality focus)Basic coverage for known vulns; many issues flagged as “hotspots” require manual review Moderate (runs in CI/CD pipeline)Results in dashboard; risk of false sense of security if quality gate passes despite vulnerabilities
Vulnerability ClassSnyk CodeGitHub Advanced Security (CodeQL)SemgrepSonarQubeDryRun Security
SQL Injection (SQLi)
Cross-Site Scripting (XSS)
Server-Side Request Forgery (SSRF)
Auth Logic/IDOR
User Enumeration
Hardcoded Credentials
VulnerabilityDryRun SecuritySemgrepGitHub CodeQLSonarQubeSnyk Code
1. Remote Code Execution via Unsafe Deserialization
2. Code Injection via eval() Usage
3. SQL Injection in a Raw Database Query
4. Weak Encryption (AES ECB Mode)
5. Broken Access Control / Logic Flaw in Authentication
Total Found5/53/51/51/50/5
DryRun Security News
May 22, 2023

Welcome to the DryRun Security Blog

Welcome to DryRun Security Blog

Hello, and a heartfelt welcome to the official blog of DryRun Security! I'm James Wickett, co-founder of DryRun Security, and I'm thrilled to have the opportunity to welcome you to this exciting phase of our journey.

If you've found us, it's probably because you share our belief: Developers care about security. And not just that - you also believe that there has to be a better way to empower developers with the right security tooling. It is this shared belief that forms the cornerstone of DryRun Security.

Where we're heading

Our mission is to reshape the landscape of developer tooling, and to put a powerful, effective, and practical security solution in the hands of developers.

DryRun Security is still in the early days of its journey, and our team is working with customers on our private beta. If you're excited about our vision and want to join us in this journey, we'd love you to sign up at dryrun.security.

Should you follow this blog?

In this blog, you can expect to find:

  • Regular updates on our product and team
  • Insights into the security landscape and industry at large
  • Thoughts and ideas on the intersection on dev and sec (e.g. devsecops)
  • Happenings at conferences and talks we give
  • Any podcasts, interviews, or videos we like!

I am excited to invite you to join us in creating a future where developers and security are not just parallel tracks but instead working together for safer applications and APIs.

Thank you for being here, and thank you for believing in the potential of what we're building. Your trust and support mean the world to us.

Stay tuned. It's going to be an exhilarating journey.

Best,
James Wickett,
Co-Founder, DryRun Security