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Developer-first application security platform; Snyk Agent Fix (formerly DeepCode AI Fix) generates and validates AI-suggested remediations for Snyk Code findings.
Code security agents
AI agents and assistants for application security in the software development lifecycle: SAST/SCA findings, suggested or automated fixes, pull-request security review, and related AppSec workflows. Coding platforms that only reach this category through a security-scanner integration are tagged as such and are not presented as dedicated security products.
Use-case comparisons: AI code security agents
LLM-generated suggested fixes for GitHub code-scanning alerts (CodeQL). Part of GitHub Code Security / Advanced Security; no separate Copilot subscription is required.
Anthropic automated security review in Claude Code: the /security-review command and the anthropics/claude-code-security-review GitHub Action for pull-request comments.
Cursor’s AI pull-request reviewer. Official docs say it identifies bugs, security issues and code-quality problems and comments with explanations and suggested fixes.
Aikido AutoFix turns SAST, SCA, IaC, container, pentest and AI code-audit findings into reviewable pull requests or IDE patches. Vendor is Belgium-founded with a Ghent European HQ.
Sonar LLM-generated fix suggestions for a documented subset of SonarQube issues, in Cloud Team/Enterprise and Server Enterprise/Data Center editions.
Hybrid AI pull-request reviewer from Codacy (Lisbon). Combines static analysis with LLM context; vendor pages include security-vulnerability feedback and suggested fixes.
Family of agentic AppSec agents on Checkmarx One (Developer Assist in the IDE, plus triage/remediation). Checkmarx Ltd’s registered office is Ramat Gan, Israel.
Semgrep’s AI layer (successor branding to Semgrep Assistant) for detection, triage, remediation guidance and optional autofix on the Semgrep AppSec Platform.
GitLab Duo features that explain SAST vulnerabilities and open merge requests with proposed AI remediations, including an agentic resolution flow.
Veracode’s AI-assisted remediation for SAST flaws and SCA dependency vulnerabilities, with suggested patches in IDE, CLI and SCM workflows.
Amazon Q Developer code reviews that scan for SAST issues, secrets, IaC misconfigurations, quality issues, deployment risks and SCA, with some in-IDE suggested fixes.
Agent orchestration platform (not a dedicated AppSec scanner) that opens auto-fix PRs from Snyk vulnerability scans and Sentry production errors.
Cognition’s autonomous coding agent. Listed here only for documented Snyk MCP/CLI scanning and SonarQube/Snyk/Checkmarx IDE plugins — not as a dedicated security product.
Factory’s Droid coding agents. Listed here only because Factory’s own pages document Snyk Studio integration for scan/fix/verify inside Droid workflows.
GitHub Copilot’s coding agent. Listed here only for the official workflow that assigns Dependabot security alerts to Copilot (or other agents) to open a draft fix PR.