Klocwork
Enterprise-Scale Static Analysis for Security, Safety, and Quality Compliance.
CodeRay is a cutting-edge 2026-tier AI Security Engineer designed to integrate directly into the modern DevOps lifecycle. Unlike traditional Static Application Security Testing (SAST) tools that rely on rigid pattern matching and produce high false-positive rates, CodeRay utilizes a multi-model LLM architecture to perform semantic code analysis. By understanding the intent and data flow of an application, CodeRay identifies complex logical vulnerabilities and 'Business Logic Flaws' that older tools miss. Its core engine, trained on millions of CVEs and exploit vectors, not only detects risks but autonomously generates pull requests with validated fixes. In the 2026 market, CodeRay distinguishes itself through its 'Context-Aware Intelligence,' which analyzes the surrounding infrastructure-as-code (IaC) to determine if a code-level vulnerability is actually reachable and exploitable in production, significantly reducing developer fatigue and triaging time for security teams.
Uses LLMs to generate high-fidelity code patches that maintain existing coding styles and pass unit tests.
Enterprise-Scale Static Analysis for Security, Safety, and Quality Compliance.
The global tech bootcamp for future-proof career transformation in AI, Coding, and Design.
Graph-based threat modeling and attack surface visualization directly within the DevSecOps lifecycle.
Immutable video provenance through blockchain-anchored hash-on-capture technology.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
Analyzes call graphs to determine if a vulnerable library function is actually called by the application.
Identifies hardcoded credentials using entropy analysis combined with LLM intent verification.
Tracks untrusted user input across multiple files and services to detect complex injection attacks.
Allows users to describe security policies in natural language which are then converted into executable scanning rules.
Scans Terraform, CloudFormation, and Kubernetes manifests for misconfigurations.
Calculates risk based on real-world threat intelligence and local code reachability.
A new critical vulnerability is released in a popular npm package.
Registry Updated:2/7/2026
Alerts the security team via Slack for final approval.
Securing old monoliths with poorly documented security architectures.
Meeting SOC2 requirements with limited engineering resources.