Top SAST & DAST Tools to Integrate Security into Your Dev Workflow

You know what’s the biggest challenge in software development in 2026? Keeping up with security without sacrificing speed.

While it can be very difficult to achieve both speed and security entirely by yourself, the latest Static Analysis Security Testing (SAST) and Dynamic Analysis Security Testing (DAST) tools can help. These tools make use of serious AI power to ensure fast and accurate security checks. 

The next challenge is to choose which security analysis tool to use, since the market is full of options, which, in turn, are full of promises.

This blog post includes a list of the 3 best SAST and DAST tools in the market in 2026. This will help you make the right choice without spending too much time.

Below are some of the top SAST & DAST tools in the market in 2026.

1. Aikido

Aikido is a developer-first security system that unifies 12+ scanners, such as SAST, SCA, DAST, and CSPM, into one place. It uses AI AutoTriage to cut out up to 85% of security noise and AI AutoFix to generate one-click remediation patches. This enables teams to ship secure code faster.

AI-Powered Static Analysis

• The AI AutoTriage helps automatically analyze and monitor your codebase and infrastructure. This enables you to filter out up to 85% of false positives and problems that don’t really affect you. As a result, you only get the type of alerts that matter to your environment and risk tolerance.
• The context-aware severity scoring ensures you can prioritize gaps and vulnerabilities based on factors like reachability and real-world exploitability. So the severity is adjusted based on context.
• The AI AutoFix offers one-click remediation by generating specific, reviewable patches for SAST problems right in the application code. It instantly crafts a clean, minimal fix and works across your favorite languages like JavaScript, Java, Python, Go, PHP, etc.
• The platform also provides TL;DR summaries for more complicated problems and also suggests fixes. It allows you to create and assign a ticket with a single click.

Developer Workflow 

• It offers security alerts delivered the moment they’re detected, right in your IDE, be it VS Code, JetBrains, or anything else. This enables you to detect and resolve problems while you code.
• Aikido helps block merges according to their severity, type, or context. Plus, it offers inline feedback so that the developers’ team is able to resolve problems in pull requests.
• The platform offers Bulk Fix with One Click, which means you can craft ready-to-merge pull requests to address several problems in a single go.
• Works directly within your existing Git tools like GitHub, GitLab, Bitbucket, and Azure DevOps. As a result, you don’t need to log into a new dashboard to access security feedback.

Comprehensive and Customizable Coverage

• You can create custom rules to detect security risks that are specific to your codebase or internal conventions.
• Comes with an AI code quality review feature.

DAST

• Scans the Web App and all API endpoints (REST & GraphQL) to find classic flaws like SQL injection and XSS to cover OWASP Top 10 risks.
• Automatically finds, maps, and scans every API endpoint, and even creates/updates Swagger/OpenAPI specs for you.
• The scanner can log in as a real user (and handles JWT tokens), which helps it expose deeper vulnerabilities that are only visible to logged-in users.
• Highlights “Toxic combinations,” e.g., an SQL injection alongside a misconfigured admin panel.
• Scans run daily and automatically notify you of new, relevant issues.
• Offers Autonomous AI agents to run human-level pentests in hours and provides actionable, human-readable advice to solve complex security problems fast.
• Includes scanning for dangling domains to prevent subdomain takeovers and provides protection for self-hosted apps using a Nuclei-based scanner.

2. Snyk 

Snyk Code is an AI-powered, developer-first SAST solution that delivers fast, real-time code scanning and automatic, pre-validated fixes directly within the developer’s workflow (IDE and PRs). It also offers a DAST solution.

AI Auto-Fixing and Prioritization:

• It offers dev-focused SAST solutions to help you identify, prioritize, and auto-fix problems.
• It provides pre-validated fixes to enable you to auto-fix the most important unsafe code faster.
• Snyk Agent Fix offers automated fixes. 
• You can also benefit from self-service code security analysis.

Developer Workflow:

• It enables you to prevent code delays with the help of fix advice and automatic fixes.
• Provides dev-friendly context-specific explanations and allows you to apply auto-fixes with a single click. 
• The in-workflow testing enables you to automatically scan every PR and repo for a status report to evaluate, rank, and fix current problems.
• You can also enrich the build process by integrating vulnerability scans, including PR checks.
• It works well with the well-known languages, platforms, and systems.

Technology & Coverage:

• Snyk provides real-time, in-line results along with comprehensive, automatic scans and accurate fixes.
• It works with IDEs and CI/CD tools, and covers 90% of all LLM libraries like OpenAI and Hugging Face.
• It has a knowledge base of 25M+ data flow cases modeled.
• Their self-hosted AI engine runs \constraint-based data analysis at a higher speed than any other engine.

DAST

• Near-Zero Noise: Their scanner claims to deliver a great low false positive rate (just 0.08%!), so you only get alerts for real threats, not time-wasters.
• Fixes You Can Use: You get detailed, evidence-based instructions right away on how to fix the vulnerability.
• Find Hidden Stuff: The Point-and-shoot Asset Discovery feature automatically finds and catalogs all your web apps and APIs, even the ones you didn’t know you had, so that you can test them.
• Compliance Made Easy: Helps you easily meet major standards like PCI DSS, SOC 2, HIPAA, and GDPR by generating detailed reports you can use as compliance proof.

3. SonarQube 

SonarQube is a code quality and security platform that anchors shift-left SAST with deep taint analysis that traces data flow across first-party code and third-party open-source dependencies, enforced by Quality Gates and supported by AI CodeFix.

Advanced SAST:

• It extends taint analysis into third-party open source libraries, so not just first-party code. 
• It traces data movement across code boundaries in order to detect well-hidden, complex vulnerabilities that interactions with external libraries have caused.

• It works in over 35 programming languages.
• Can tackle a wide range of code issues.
• Leverages deep taint analysis, which means it combines source/sink tracing with detailed control flow and data flow analysis.
• Also covers Secrets Detection and IaC scanning (Infrastructure as Code).

Developer Workflow:

• Offers real-time analytical feedback right in your VS Code, IntelliJ, etc.
• Provides immediate code review in your pull request and development branches.
• Allows you to establish a quality gate to enforce a go/no-go decision, which automatically halts CI/CD pipelines if security and quality thresholds aren’t met.

The best security analysis solutions use AI-powered analysis to help you with major issues, such as filtering out false positives and offering one-click fixes for quick remediation. They also employ deep analysis to trace data flow across external library boundaries to help you detect complex vulnerabilities. 

They enforce a go/no-go quality gate to automatically fail CI/CD pipelines in case the code doesn’t meet defined security and quality standards. All of these features help make software development not just faster, but also safer and more accurate.