CybeDefend adds an AI‑driven security layer to code generation tools, checking each line of AI‑generated code in real time against a Security Code Knowledge Graph and custom policy engine. The platform delivers instant vulnerability verdicts, auto‑generated patches, and business‑logic flaw detection, shifting security from post‑merge scans to the creation stage for development and AppSec teams.
Funding
Funding not disclosed
Founders
Product
Problem
Developers using AI code generators produce thousands of lines of code daily, but traditional security tools run after merges and cannot keep up, leading to undetected logic flaws and costly production fixes.
Solution
CybeDefend embeds an AI‑driven security layer directly into the code generation prompt, allowing vulnerabilities to be identified and mitigated as code is written. It indexes the entire codebase into a Security Code Knowledge Graph that maps files, functions, call relationships, and business rules. The agent queries this graph in real time, providing instant security verdicts before the line is accepted. Integrated IDE plugins and MCP support for major AI agents enforce custom security policies, auto‑generate verified patches, and prioritize findings with business‑impact scoring. This shifts security from post‑merge pipelines to the creation stage, eliminating the need for costly retroactive reviews.
Target Audience
Primary users are development teams and platform engineers who ship AI‑generated code at scale, as well as AppSec teams needing real‑time protection for high‑velocity codebases.
Features
- Real‑time security checks integrated into AI coding agents (Claude Code, Cursor, Windsurf, VS Code, JetBrains, etc.)
- Security Code Knowledge Graph that models services, data stores, and policy enforcers for precise reachability analysis
- AutoFix engine that generates verified patches and rolls them back if needed, signed by the bot
- Business‑Logic Security Analysis (BLSA) that detects logic flaws beyond syntax‑level scanners
- Policy engine that derives security rules from the repository, removing manual YAML configuration
- Unlimited static scans (SAST, SCA, IaC, secret detection) and container/supply‑chain checks
- Exportable SARIF, OWASP, CWE reports and executive PDFs, with compliance‑ready audit trails
- Role‑based access control, SSO/SAML/SCIM, and optional private VPC/on‑premise deployment for enterprise customers