Best AI AppSec Assistants
AI AppSec assistants apply artificial intelligence and machine learning to help developers identify and fix security vulnerabilities throughout the software development lifecycle, embedding directly into development environments to provide real-time application security insights, contextual explanations, and automated or semi-automated remediation guidance.
Core Capabilities of AI AppSec AssistantsTo qualify for inclusion in the AI AppSec Assistants category, a product must:
Development and security teams use AI AppSec assistants to shift security left, catching and fixing vulnerabilities earlier in the development cycle without slowing down engineering workflows. Common use cases include:
While AI coding assistants help developers with general programming tasks such as code completion and error detection, AI AppSec assistants focus specifically on application security, identifying vulnerabilities, explaining security risks, and guiding remediation within the development environment. This specialization makes them distinct from general coding assistants and from broader application security tools that operate outside the IDE, enabling a "secure by default" approach embedded directly in developer workflows.
Insights from G2 Reviews on AI AppSec AssistantsAccording to G2 review data, users highlight real-time vulnerability detection and contextual remediation guidance as standout capabilities. Development and AppSec teams frequently cite faster vulnerability resolution and improved developer adoption of secure coding practices as primary outcomes of adoption.
Best AI AppSec Assistants At A Glance
G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.
Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class products. Built by developers for developers, Aikido hel
5,501 Twitter followers
Replit turns your ideas into apps, fast. With Replit, anyone—technical or non-technical—can build and deploy fully-functional, full-stack apps directly from their browser, without any installation
226,519 Twitter followers
GitHub Copilot helps more than 1 million developers and over 20,000 businesses push what’s possible in software development. Based on powerful LLMs, including OpenAI’s GPT models, this AI pair progr
2,626,192 Twitter followers
SonarQube is the industry leader in automated code review, serving as the verification layer for code quality and security in the AI-powered SDLC. SonarQube ensures all code—whether written by develop
10,917 Twitter followers
Security leaders face a paradox: ship faster and enable agentic development while staying secure and keeping developers productive. DryRun Security resolves this by securing every pull request and rep
Tabnine provides the world’s most contextually-aware AI software development agents, autonomously completing the broadest variety of tasks across the SDLC without sacrificing privacy. Tabnine boos
14,982 Twitter followers
Amazon Q Developer is a generative AI-powered assistant designed to enhance the entire software development lifecycle. It integrates seamlessly into various development environments, offering real-tim
2,220,322 Twitter followers
Organizations worldwide use Black Duck’s industry-leading products to secure and manage open source software, eliminating the pain related to security vulnerabilities, compliance and operational risk.
24,159 Twitter followers
Checkmarx is the leader in agentic application security, delivering enterprise-grade protection while lowering engineering costs and accelerating development velocity. The Checkmarx One platform scans
7,217 Twitter followers
CodeAnt AI reviews your code line by line, finds critical code quality issues and security vulnerabilities, explains their impact, and guides you on how to fix them. It’s SOC 2 and HIPAA compliant,
Corridor is the security layer for AI coding. Corridor gives companies visibility into AI coding and enforces secure coding guardrails, allowing security to move at the speed of code. With Corridor
CybeDefend is a cloud-based Application Security Testing (AST) platform that helps software teams identify, analyze, prioritize, and remediate security vulnerabilities across the application lifecycle
Cycode’s AI-Native Application Security Platform unites security and development teams with actionable context from code to runtime to identify, prioritize, and fix the software risks that matter.
One tool. Everything you need to review and ship faster.
48 Twitter followers
Qodo is the AI Code Review Platform that helps development teams maintain code quality as AI accelerates development velocity. Qodo works across IDEs, Git platforms, and CLI to catch bugs earlier, enf
105 Twitter followers
