Скачать или смотреть AI Agents, FinOps Mastery, and Infra Control: Helm 4, EKS Backup, and PostgreSQL Secrets.

Join us as we navigate the latest shifts in modern DevOps, where AI, efficiency, and infrastructure control are converging. This week, we explore how engineers are tackling the next generation of application development, starting with AI. Learn about Google's Agent Sandbox, a new Kubernetes primitive designed to offer secure, scalable execution for agentic AI workloads using isolation tools like gVisor and Kata Containers. We also delve into how LLMs are actively improving static code analysis by filtering out false positives, reducing developer noise. As AI adoption accelerates, platform engineering is proving critical for unlocking self-service LLM deployment via standardized Internal Developer Platforms. However, we look at the crucial realization that AI only solves about 70% of the problem, meaning human expertise remains essential for the complex 30% of debugging and integration.
Efficiency is the new performance, and the journey toward FinOps maturity is accelerating. We analyze how organizations like Duolingo have successfully integrated financial awareness directly into engineering workflows, treating cloud cost efficiency as a core aspect of system quality. Managing spend is now highly granular; new tools provide fine-grained visibility into Amazon S3 storage costs, breaking down drivers to the prefix level and recommending cost-saving actions like moving cold data to Glacier. Furthermore, AWS now enables tagging on S3 Tables to streamline cost allocation and access control.
On the infrastructure front, foundational tools are leveling up. Helm celebrates 10 years with the release of Version 4, simplifying and securing Kubernetes application deployment. Docker Desktop 4.50 enhances productivity with tools for debugging and simplifies AI-native development. We also look at crucial security shifts, including AWS extending IPv6 support for publicly accessible Amazon RDS databases, and HashiCorp Consul 1.22 improving security and operations with expanded telemetry and AI-driven features. Networking sees a major accessibility improvement with Cloudflare's DIY BYOIP API, allowing customers to self-onboard and set up their IP prefixes instantly.
For operational resilience, AWS now supports backup for Amazon EKS cluster states and application data through a new agent-free solution. We also discuss vital database maintenance: optimizing PostgreSQL performance by keeping index sets lean, as extra indexes hurt write performance and resource allocation, alongside leveraging internal catalogs to deeply understand database activity. Finally, the constant threat landscape demands vigilance, highlighted by the critical use-after-free vulnerability discovered in Redis's Lua scripting engine (CVE-2025-49844) after 13 years.
Rounding out our coverage, we touch on the selection criteria for Infrastructure as Code (IaC) tools—comparing Terraform, Pulumi, and Crossplane for different infrastructure layers—and the release of Homebrew 5.0.0 with default parallel downloads and Linux ARM64 support. We also look at Meta's open-sourced styling library, StyleX, designed for scalable, collision-free CSS, and an analysis of the Rust dependency ecosystem revealing a high percentage of inactive crates.

https://vocaltechnologist.cyou