DevOps, Open Source, and Cloud Native News

How to kill the code reviewKubernetes won the container decade. Tide launched Raziel for AI security. Developers say the real lesson is the process, not the score.

Redis and Intel are collaborating on a “zero-touch” performance and profiling automation to scale Redis’s ability to pursue performance regressions and improve database code efficiency. New AI tools are giving SREs better ways to manage outages and problems, while at the same time AI-generated code increases the problems SREs must face. ByDeepak Singh,Vice president of developer agents and experiences, AWS Explains how different branches of a business, such as security and operations, can influence application development strategies.

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Debian polls its developers on whether to burn the bots, tame the bots, or let ’em loose

Aspire is a powerful tool for developers but not well understood – and pure TypeScript AppHost may broaden its appeal Pressure to deploy wins out over security as four in five orgs confess to breaches from vulnerable apps Trust is the biggest barrier to AI adoption, says AI chief, claiming that new features in Bedrock AgentCore will prevent bad outcomes Feature is not yet stable, but will offer easy conversion of web applications

AI inference: Five best practices for successful AI applications

News, expert knowledge, and https://uofa.ru/en/voznikli-etnicheskie-konflikty-primery-istorii-samye-gromkie/ case studies for IT executives about application development trends such as no-code / low-code and DevOps-related practices and strategies. Kubernetes, Docker, Terraform, CI/CD, observability, and security, through hands-on simulators, quizzes, exercises, and a weekly newsletter. DevOps Daily is a free, independent education platform for engineers who want to learn by running things, not by reading pitch decks. Learn how to build automated machine images with HashiCorp Packer, from basic concepts to multi-platform image creation Here is each problem, what it looks like in production, and an honest build-vs-buy section.

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Kubernetes Scheduler

Biggest overhaul since launch ditches sessions, guts little-used features, and leaves homebrew implementations facing a slog Eight-way ballot on AI code puts the distro’s fractious democracy through its paces AI-powered tools can help teams accelerate processes throughout the software development life cycle.

AI titans to tidy agent frontier with plugin prescription

10X faster build times could force https://spainlivinghome.com/mobile-app-development-with-convert-edge-software-professional-solutions-for-your-business.html Slack developers back to their keyboards As workflows evolve into collaborations between humans and AI agents, traditional user experiences based on forms, dashboards, and manual spreadsheets will be swept away. The Microsoft Binlog MCP Server enables AI-powered build failure diagnosis, property tracing, performance analysis, and build comparison through natural language queries.

Test your knowledge of structuring Git repositories for Argo CD deployments across dev, staging, and production environments. Test your Ansible skills with playbooks, roles, inventory management, and automation scenarios for infrastructure configuration Learn Infrastructure as Code https://vectorart1.com/forum/2-453-1 basics by deploying a simple web server on DigitalOcean using Terraform. Master essential Linux performance analysis and optimization techniques to diagnose and resolve system bottlenecks. Practice real-world DevOps scenarios with step-by-step guidance Docker articles, tutorials, and guides on DevOps Daily covering containers, images, Dockerfiles, Compose, volumes, networking, and production best practices.

Build a comprehensive Ansible playbook to automate web server deployment, configuration, and security hardening across multiple environments. Master load balancing and reverse proxy patterns with Nginx to build resilient, scalable infrastructure. 695+ articles, guides, and hands-on learning tools for engineers who prefer a terminal over a slide deck. Why Your Legacy APIs Are a Roadblock for AI AgentsDesigning APIs for agents Check out the latest featured and trending stories while you wait for your first TNS newsletter. Always stay in-the-know by getting the most important news and exclusive content delivered fresh to your inbox to learn more about at-scale software development.

How AI can improve site reliability engineering

Agent Plugins 1.0 defines a write-once-run-anywhere container for passing tools and skills across different agent platforms The new runtime could help enterprises address operational challenges tied to scaling AI agents in production, although broader governance concerns persist, analysts say. Explores the benefits and tradeoffs of using “citizen developers” who are backed by automation and platforms to produce certain applications versus professional developers fulfilling such duties. Learn AWS step by step by building a real cloud application.

JWT decoder that parses the header, payload, and signature in your browser. Implement automated security gates that block deployments on critical vulnerabilities, policy violations, and security failures. Reconnection, resume-from-cursor, presence, fan-out and backpressure are the actual product, and they are why realtime systems fail in month two instead of day one. Pod-level resources and Pod Certificates made stable, the GPU-slicing feature everyone watched did not graduate, and the ipvs removal clock is now running.