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I'm a DevOps Engineer with a passion for exploring emerging technologies and turning innovative ideas into practical, scalable systems with a foundation in automation, CI/CD, cloud infrastructure, and containerization.
Areas of Interest: 🔧 CI/CD Pipelines | ☁️ Cloud Platforms | 🐳 Containers & Orchestration (Docker, Kubernetes) | 🧪 Infrastructure as Code | 🔍 Monitoring & Observability | 🧠 Emerging Tech & Innovation
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My Journey Building with Lovable
I had the exciting opportunity to participate in New Relic’s AWS Gameday on the 18th of June, 2025. This event was a thrilling and fast-paced competition that gathered a diverse group of individuals, including tech enthusiasts, cloud engineers, and m...
I had the wonderful opportunity to attend StrimziCon on the 4th of June, 2025. StrimziCon is a conference dedicated to the Strimzi project, which focuses on running Apache Kafka on Kubernetes giving the forum for developers, DevOps engineers, and sol...
INTRODUCTION Lovable provides an easy-to-use platform that lets you create a fully working website in just a few minutes. Features AI-Driven Code Generation Full-Stack Integration: Seamlessly Visual Editing Interface GitHub Synchronization One-C...
Modern security scanning has evolved significantly beyond the limitations of static templates. In today's complex digital landscape, effective vulnerability detection often demands the use of real programming logic to accurately identify and address potential threats. This process involves a deep level of protocol-level control, enabling security professionals to interact with and analyse data streams in a more sophisticated manner.
Additionally, it requires advanced processing capabilities to handle large volumes of information efficiently and to extract meaningful insights from it.The ability to reuse existing scripts is crucial, as it allows for the leveraging of previously developed solutions and methodologies, thereby enhancing the efficiency and effectiveness of the scanning process. Despite these advanced requirements, many security scanners still rely heavily on YAML-only abstractions, which can be restrictive and insufficient for addressing the dynamic and multifaceted nature of modern security challenges. These scanners often force all operations into a YAML format, limiting the flexibility and depth of analysis that can be achieved, and potentially leaving systems vulnerable to emerging threats.
CERT-X-GEN stands out as a unique type of security scanner, offering a fresh approach to vulnerability detection. Unlike traditional scanners that rely heavily on static configurations, CERT-X-GEN functions as a polyglot security execution engine. This means it treats vulnerability detection as a coding task rather than a mere configuration setup.
With CERT-X-GEN, you can write detection logic using the programming language that best suits the specific problem at hand. This flexibility allows for more precise and effective threat identification. The engine itself takes care of the complex tasks of orchestration, ensuring that all components work together seamlessly. It also manages sandboxing, providing a secure environment for testing and execution, and handles the output, delivering clear and actionable results. This comprehensive approach not only enhances the accuracy of vulnerability detection but also empowers security professionals to leverage their coding skills to tackle complex security challenges.
A language-agnostic runtime for vulnerability detection logic, which allows security professionals to write detection scripts in any programming language they are comfortable with. This flexibility ensures that the most effective language can be used for each specific security task, enhancing the precision and adaptability of the detection process.
The Engine: Built in Rust for performance and safety.
The Templates: Written in Python, Go, Rust, C, or even Shell scripts.
The Orchestration: It handles the "boring" parts—sandboxing, target management, and unified output (JSON/SARIF)—so you can focus on the exploit logic.
A unified execution layer for security checks across 12 languages, providing a consistent and streamlined approach to executing security scripts. This feature ensures that regardless of the language used, all scripts are executed in a standardized manner, reducing the potential for errors and improving the reliability of the security checks.
A bridge between research scripts and production scanners, enabling seamless integration of cutting-edge research into practical, real-world applications. This connection allows for the rapid deployment of new security findings into production environments, ensuring that systems are protected against the latest threats.
A scanner designed for CI, automation, and agentic systems, which means it is optimized for integration into continuous integration pipelines and automated security workflows. This design facilitates the incorporation of security checks into the development process, promoting a proactive approach to security and reducing the time and effort required to maintain secure systems.
To explore and experiment with this powerful tool yourself, you can visit their GitHub repository, where you will find the complete source code along with detailed documentation to guide you through the setup process. They also offer a template library that provides a variety of pre-built templates. These templates can help you quickly get started by offering ready-made solutions that you can customize to fit your specific needs. By utilising these resources, you can gain a deeper understanding of how the tool operates and how it can be integrated into your own projects to enhance security measures effectively.
If you find this project useful for your security workflow, please show your support by leaving a star on GitHub! ⭐
