devops - CybAI news

05 Nov

AI Security: How to Protect Your Projects with Hardened ModelKits

stp2y0 CommentsNewsai, coding, community, development, devops, engineering, inclusive, programming, security, software

Securing AI systems has become a critical focus as generative AI (GenAI) advances bring new threats that put data, models, and intellectual property at risk. Conventional security strategies fall short of addressing the unique vulnerabilities of AI systems, including adversarial attacks, model poisoning, data breaches, and model theft. Addressing these challenges requires strong security mechanisms. With Jozu Hardened ModelKits, developers and enterprise teams gain essential security features such as model attestation, provenance tracking, verified models, private access controls, model scanning, and inference integrity to safeguard AI applications. This guide covers the primary security challenges in AI and shows how Hardened…

01 Nov

Best Practices for Monitoring AWS Services

stp2y0 CommentsNewsaws, cloud, coding, community, development, devops, engineering, inclusive, software, web

Monitoring and observability are essential for maintaining the performance, reliability, and security of AWS services. As cloud resources and applications grow in complexity, a robust AWS monitoring strategy becomes increasingly important. This article outlines best practices for monitoring AWS services, ensuring that you can effectively track the health of your cloud infrastructure and respond promptly to any issues that arise. Key Takeaways Establish a comprehensive monitoring framework that includes AWS native tools like CloudTrail, CloudWatch, and X-Ray, as well as third-party integrations. Define clear monitoring goals and priorities that align with your business objectives and operational requirements. Ensure your monitoring…

29 Oct

Important React Tips for Writing Cleaner, Efficient Code for Beginners

stp2y0 CommentsNewsbeginners, coding, community, development, devops, engineering, inclusive, react, software

Being a beginner in React, you may feel excited as well as overwhelmed. React is so powerful and one of the most popular libraries to build dynamic web applications. But, if you want to take full advantage of React then you need to follow some best practices which make your code cleaner, maintainable and optimized. In this post, we are going to learn about some of the most important react tips and tricks that will help you write optimized code right from the beginning. By following these tips you can avoid a lot of silly mistakes that we make while…

27 Oct

The Ultimate List of Incident Management Tools in 2024

stp2y0 CommentsNewscoding, community, development, devops, engineering, incidentmanagement, inclusive, monitoring, sitereliabilityengineering, software

Introduction Incident management tools are important for organizations to effectively handle service outages. With so many incident management tools around with different feature sets, it's often difficult to find the one that is right for your needs. In this article, we attempt to make a list of incident management software available in 2024 with their features to help you arrive at the right one. We have focused mostly on tools that offer incident management capabilities - which include at least incident lifecycle management, on-call scheduling, and third-party integrations. There are many good tools which are focused only on incident response,…

25 Oct

Copy The Other Rows in a Text File the Times Which Is the Number in the Last Row #eg65

stp2y0 CommentsNewscoding, community, development, devops, discuss, engineering, inclusive, opensource, programming, software

Problem description & analysis We have a txt file txt.txt, as shown below: a brown frog leaps over a lazy dog the dog then chases it's own tail the tail is long and brown the brown frog goes for a swim 3 The following text file has N+1 rows, in which row (N+1) contains a number M, say 3. We are trying to generate a new file according to this file. The rule is that repeat row N M times and get an altogether N*M rows, as shown below: a brown frog leaps over a lazy dog the dog then…

23 Oct

Announcing Integration between Apache APISIX and open-appsec WAF

stp2y0 CommentsNewscoding, community, development, devops, engineering, inclusive, opensource, security, software

Introduction open-appsec WAF is excited to announce a new integration with the open-source API gateway Apache APISIX. This new collaboration between the open-appsec and API7 teams now allows users to protect their web APIs and other web services exposed by Apache APISIX against unknown and known attack types effectively based on open-appsec's advanced machine-learning-based technology and also adds several more enhanced security capabilities. About Apache APISIX Apache APISIX is a modern, flexible, and high-performance open-source API gateway solution designed to handle various use cases in microservices and cloud-native architectures. Its primary purpose is to facilitate API management by serving as…

20 Oct

Secure cloud provisioning pipeline with GitHub automation

stp2y0 CommentsNewscoding, community, development, devops, engineering, githubactions, inclusive, infrastructureascode, software, terraform

As a member of the Platforms engineering team, we understand that security is a shared responsibility throughout the DevSecOps lifecycle for provisioning infrastructure. As a result, we set about championing best practices across the organization, with a focus on: Configuring short-lived credentials Automating cloud-provisioning pipelines Comparing infrastructure-as-code tooling Securing deployments from code-to-delivery Figure: How to provision infrastructure-as-code. Short-lived credentials GitHub Actions form the basis of our continuous integration/continuous deployment (CI/CD) pipeline as it integrates seamlessly with GitOps: the framework by which we ship peer-reviewed code early and often. It enables us to extend our workflow with Actions from verified creators,…

18 Oct

Unlocking the Power of AWS Console to Code: A Game-Changer for DevOps and Infrastructure as code (IaC)

stp2y0 CommentsNewsautomation, aws, coding, community, development, devops, engineering, inclusive, software

AWS is announcing the general availability of Console to Code, powered by Amazon Q Developer. Console to Code makes it simple, fast, and cost-effective to move from prototyping in the AWS Management Console to building code for production deployments. Customers can generate code for their console actions in their preferred format with a single click. The generated code helps customers get started and bootstrap their automation pipelines for tasks. Console to Code makes it easy to convert actions performed in the console into reusable code, using the language of your choice. Customers use the AWS Management Console to learn and…

17 Oct

Caching Dependencies on GitHub Actions

stp2y0 CommentsNewscoding, community, development, devops, docker, engineering, github, inclusive, software, webdev

Introduction GitHub Actions provide two ways of storing files: caching for things like dependencies and artifacts for the results of a job, such as logs or binaries. Although they sound similar, they are used for different purposes. So, we will use caching to speed up our workflow runs. Another thing to know is that cache access will be restricted to only a few branches: the current branch, the base branch for pull requests, and the default branch. Caches created in unrelated branches won't be available, but that's not something that will affect us in most cases, since we usually operate…

16 Oct

Boas Práticas de Dash de Monitoramento para Observabilidade: Um Guia Simples

stp2y0 CommentsNewscoding, community, development, devops, engineering, inclusive, observability, programming, software, softwaredevelopment

Hoje em dia em sistemas distribuídos, a observabilidade se tornou uma prática essencial. Mais do que apenas saber que há um problema, o real objetivo é descobrir por que ele está acontecendo e, claro, como corrigi-lo. Dashboards de monitoramento são ferramentas muito poderosas que ajudam a transformar a enxurrada de dados de logs, métricas e traces em insights úteis. O que é Observabilidade e por que importa? A observabilidade é definida como a capacidade de entender o que está acontecendo dentro de um sistema a partir de suas saídas. Para sistemas complexos, como microsserviços e arquitetura serverless, essas saídas vêm…