practitioners
practitioners on Beyond Market Intelligence: a running collection of 5 stories we have gathered and hand-picked because they are worth your time. Every post here touches on practitioners in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around practitioners, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.
Podcast: Cloud and DevOps InfoQ Trends Report 2026: AI, Resilience, Platforms, FinOps, and Sovereignty
The InfoQ editorial staff presents the Cloud and DevOps InfoQ Trends Report 2026, a vital overview of key developments shaping the future of cloud and DevOps. This podcast episode features a candid discussion among InfoQ contributors—Daniel Bryant, Matt Saunders, Shweta Vohra, Steef-Jan Wiggers, and Mark Silvester—exploring AI's impact, resilience strategies, platform evolution, FinOps best practices, and data sovereignty concerns. Gain actionable insights from expert practitioners and discover what to prioritize in the coming year.
AWS Introduces Free Sandbox Environments for Workshops
AWS Builder Center now offers a significant advancement for hands-on learning: free, time-limited sandbox environments for workshops. Developers can now explore AWS technologies without needing a personal account or incurring charges—a key community request now fulfilled. This streamlined access removes a major barrier to experimentation and accelerates skill development. For deeper insights into the evolving landscape of AI and cloud services, consider "Siri AI could come with a paywall for power users."
Amazon EKS Adds Kubernetes Version Rollback Within 7 Days of an Upgrade
Amazon EKS now offers a critical safeguard: Kubernetes version rollbacks. Practitioners can revert a cluster's control plane to its previous version within seven days of an upgrade, significantly reducing the risk associated with in-place updates. This new feature provides a valuable safety net, enabling faster recovery from potentially problematic Kubernetes version changes. For deeper insight into related infrastructure resilience challenges, explore our article, "One fallen power line exposed a growing AI data center problem."
Three InfoQ Certification Cohorts Start This August: Meet the Facilitators
This August, InfoQ launches three distinct five-week online certification cohorts, designed to elevate your expertise through practical application of QCon talk frameworks. Led by senior practitioners, these cohorts offer focused development in architecture (Luca Mezzalira), engineering leadership (Michelle Brush), and AI security and privacy (Katharine Jarmul). Secure your spot and embark on a transformative learning journey—enrollment is now open. For deeper insights into related challenges, explore how DoorDash achieves exceptional proxy cache availability with Envoy and Valkey.
Google's AlphaEvolve Reaches General Availability with Evolutionary Code Optimization as a Service
Google’s AlphaEvolve is now generally available on the Gemini Enterprise Agent Platform, marking a significant shift in code optimization. This service, born from DeepMind research, leverages evolutionary algorithms to enhance code performance—with evaluators running client-side, ensuring data remains within your infrastructure. Early adopters, like Klarna, have already seen substantial gains, doubling ML training throughput where a measurable evaluation function is present.