Kubespray, leveraging Ansible, streamlines Kubernetes installations across various environments, offering flexibility with default or custom configurations for networking and storage, ensuring consistent deployments in test, UAT, and production.

Integrate KEDA's HTTP Add-on to dynamically scale Kubernetes applications based on real-time HTTP traffic, utilizing interceptors, external scalers, and simplified Helm CLI installation to optimize resource utilization, cut costs during off-hours, and enhance application performance.

Uptime robot offers hassle-free monitoring that allows you to ensure your infrastructure is always up and running properly and easily.
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The National DevOps Conference & Awards in London is where tech visionaries gather to address the industry's biggest challenges, explore cutting-edge tools, and share insights that drive innovation. Be where the leaders are, join the conversation, and help shape the future of DevOps. Click below to register!

Multi-stage Docker builds dramatically optimize image sizes, improve security, and speed up builds by separating build dependencies from runtime, leveraging multiple stages within a single Dockerfile for more efficient caching and maintainable workflows—a game-changer for complex applications.

Materialized View Capital (MVC) officially launched to invest in early-stage infra startups, while the Prefect Summit 2024 keynote covers critical trends like primary persistence on object storage, composable databases, PostgreSQL's renaissance, and durable execution—reflecting shifts from monolithic to modular architectures as viable alternatives to tackle microservice fatigue and facilitate smoother transitions within complex engineering landscapes.

AWS outlines disaster recovery options, including warm standby (a scaled-down but functional secondary environment) and active/active (a full environment for zero downtime) where warm standby is "hotter" and faster to restore than pilot light, which requires additional action to handle traffic.

GitHub's dominance resulted from its perfect timing as distributed version control tools emerged and its developer-focused approach that refocused code hosting around user-centric and permission-simplistic models, unlike ad-driven competitors.

Understanding error budgets (like 1% for a 99% SLO) as a percentage rather than a static count is crucial, and burn rate—a preferable metric—directly compares your current error rate to this budget for intuitive, actionable insights, reducing alert noise when implemented over multiple windows as advised in Google’s SRE Workbook.

Efficient Zsh shortcuts enhance command-line productivity by streamlining cursor movement, text deletion, text manipulation, advanced editing, globbing for file matching, command recall and modification, parameter expansion, and custom key bindings.

eBPF hooks track process state changes and CPU switches, enabling precise run queue latency measurement by storing timestamps in a hash map and calculating delays, while integrating cgroup IDs through RCU-protected kfuncs for detailed metrics which are then sent via ring buffer to a Go userspace app for analysis, revealing noisy neighbor issues by correlating latency spikes and preemptions in Atlas metrics.

Time series databases like VictoriaMetrics, Prometheus, and InfluxDB efficiently handle vast amounts of timestamped data and have become crucial for applications in infrastructure monitoring, finance, IoT, and manufacturing, with open source solutions providing superior performance and flexibility compared to proprietary options despite challenges like high cardinality and high time series churn.

After coding, configuring everything, testing, and launching to production. What does the handoff process look like?

Numerous inconsistencies in GCP, such as unresolved logging errors, billing data discrepancies, sporadic cloud build service account errors, unreliable build status refreshes, incorrect VM disk recognition, unstable currency symbols in billing, erratic cloud shell behavior, and flawed VM creation options, highlight stability issues not seen in AWS or Azure, questioning GCP's QA processes and reliability.

Git Server with CI/CD, Kanban, and Packages. Seamless integration. Unparalleled experience.

The GitHub Actions Attack Diagram provides guidance for identifying GitHub Actions vulnerabilities

Writing an OS in Rust

A comparison of hosts / providers for Python serverless functions (aka Faas)

AWS AI Stack – A ready-to-use, full-stack boilerplate project for building serverless AI applications on AWS

An opinionated GoLang framework for accelerated microservice development. Built in support for databases and observability.