Devops

• The Linux Kernel Archives About Contact us FAQ Releases Signatures Site news Other resources Git Trees Documentation Kernel Mailing Lists Patchwork Wikis Bugzilla Mirrors Linux.c

• The Linux Kernel Archives About Contact us FAQ Releases Signatures Site news Other resources Git Trees Documentation Kernel Mailing Lists Patchwork Wikis Bugzilla Mirrors Linux.c

• Home Blog Latin America’s AI Opportunity: From Adoption to Co-Creation Through Open Source Latin America’s AI Opportunity: From Adoption to Co-Creation Through Open Source As the

• Factory builds autonomous coding agents for large engineering teams, covering full SDLC. • Their platform includes tools to assess code quality and agent impact. • Factory’s agen

• Unified observability dissolves data silos, enabling end‑to‑end visibility across applications, infrastructure, and network. • A single pane of glass replaces fragmented tools, a

• Cloudflare launches Worker template for Vertical Microfrontends, enabling path-based domain mapping. • Teams can ship marketing, docs, dashboards independently while users see a

• Create a single-node Kubernetes cluster with kind for local experimentation. • Install cloud-provider-kind to provide LoadBalancer and Gateway API controller. • Deploy Gateway an

• Cluster API v1.12 adds in-place updates and chained upgrades for smoother cluster lifecycle management. • Declarative control via KubeadmControlPlane and MachineDeployments mirro

• Coding agents advanced, now used widely across engineering teams. • Companies struggle to secure AI usage while keeping developer productivity. • Tailscale’s Aperture offers an A

• Reddit’s Flaky Test Quarantine Service (FTQS) evolved from static config to dynamic, sequence-based quarantine. • Static configuration caused bottlenecks as test suite grew, lead

• Claude Code is Anthropic’s CLI agentic coding tool that speeds development via natural language commands. • Docker Model Runner (DMR) lets you run large language models locally w

• 33% of engineers’ weekly time is lost to firefighting, creating a silent productivity tax. • AI-enabled observability cuts alert noise by 27%, allowing teams to focus on root cau

• Twilio customers often need to connect voice calls across separate Twilio accounts. • Twilio Application Connect offers an optimized, cost‑effective solution for inter‑account ca

• DHI removes package managers and shells to limit attack surface, but developers still need tools for setup. • Customizing DHI via Docker Hub UI lets platform teams create ‘golden

• Kubernetes adoption hits 82% among container users, becoming AI inference backbone. • 66% of AI adopters use Kubernetes to scale inference workloads. • 98% of surveyed orgs have

• Workload identity federation now integrated across API, Go client, and Terraform provider. • India DERP server city name updated to Bengaluru, hosting provider and IPs unchanged.

• 2025 Annual Report highlights open source milestones, community growth, research, and new foundation launches. • Jim Zemlin discusses Agentic AI Foundation on Latent Space Podcas

• New Kubernetes Checkpoint/Restore WG formed to integrate CRIU-based checkpointing into K8s. • Focus on optimizing interactive workloads like Jupyter notebooks and AI chatbots for

• Tailscale faced shaky uptime during holiday season, prompting transparency. • Public uptime history page offers detailed incident logs and metrics. • Coordination server issues c

• Guillaume Fournier eBPF has opened up new capabilities for observability, networking, and security. • But when you run it in production across thousands of environments and kerne

• Linux Foundation Newsletter: December 2025 The Linux Foundation | 17 December 2025 Welcome to the December 2025 edition of the Linux Foundation Newsletter. • Winter is nearly her

• Home Blog Japan’s Open Source Moment: Strong Business Value, Global Leadership-and a Clear Path Forward Japan’s Open Source Moment: Strong Business Value, Global Leadership-and a

• How to use AI to analyze and visualize CAN data with Grafana Assistant Note: A version of this post originally appeared on the CSS Electronics blog. • Martin Falch, co-owner and

• ‘Grafana’s Big Tent’ podcast: Welcome to season 3! • Sometimes the simplest questions spark the most entertaining rabbit holes. • Questions like: ‘Can you monitor a candle withou

• Grafana Labs: Top 10 moments of 2025 For Grafana Labs, 2025 was a year defined by innovation, growth, and the power of our community. • We celebrated the release of Grafana 12 at

• Removal of Drilldown Investigations in Grafana: What you need to know Back in May, we introduced the public preview of Grafana Drilldown Investigations, a new feature intended to

• Send OpenTelemetry traces and logs from Cloudflare Workers to Grafana Cloud Note: This blog was co-authored by Nevika Shah, a senior product manager at Cloudflare. • Cloudflare W

• What’s new in the Grafana Image Renderer: higher-quality results, security enhancements, and more Whether it’s for an email or that upcoming presentation, many Grafana users like

• Contextual, in-product guidance for every Grafana user: A closer look at Interactive Learning As developer advocates at Grafana Labs, we’re always looking for new ways to help ou

• Improve service reliability and ops culture with Grafana Cloud Service Center Ryan Kehoe David Ellis Dave Thompson Deyan Halachliyski Today’s engineering organizations are built

• The State of Open Source Software in 2025 Irving Wladawsky-Berger | 27 November 2025 This blog was first published on Nov 26, 2025 at https://blog.irvingwb.com/blog/2025/11/the-s

• Home Blog Defend Open Collaboration: Have Your Say on Proposed US Patent Rules Defend Open Collaboration: Have Your Say on Proposed US Patent Rules Open source and open collabora

• How to monitor AI agent applications on Amazon Bedrock AgentCore with Grafana Cloud Today’s AI agents have grown increasingly sophisticated, moving into production environments a

• Revealing the Hidden Economics of Open Models in the AI Era Frank Nagle | 19 November 2025 Artificial intelligence is reshaping economic systems at a pace we have rarely seen in

• Linux Foundation Newsletter: November 2025 The Linux Foundation | 19 November 2025 Welcome to the November 2025 edition of the Linux Foundation Newsletter. • As we move toward ye

• Yoann Ghigoff Jonathan Ribas Sylvain Afchain Sylvain Baubeau Guillaume Fournier File integrity monitoring (FIM) helps teams detect unauthorized changes to sensitive files and is

• Sanketh Balakrishna Andrew Zhang At Datadog, we operate thousands of services that rely on consistent, low-latency data access. • Moving data between diverse systemsâquickly and

• Callan Lamb Christoph Hamsen Julien Doutre Jason Foral Kassen Qian At Datadog, weâve embraced coding assistants because they help us ship features faster, cut down on repetitive

• Laura de Vesine Rob Thomas Maciej Kowalewski In March 2023, Datadog experienced a rare, widespread incident that left large parts of our infrastructure only partially functional,

• Sami Tabet At Datadog, we process more than 100 trillion events and billions of queries every dayâacross logs, traces, network data, and more. • To support that scale, we built H

• Yevgeniy Miretskiy Sesh Nalla Arun Parthiban Alp Keles At Datadog, cost-aware engineering is more than a principle; itâs a performance challenge at scale. • Weâve published how w

• Kai Zong Khor William Yu Many Datadog products offer a live view of their telemetry, allowing you to access your data in near real time from across your infrastructure. • Live vi

• Khayyam Guliyev Duarte Nunes Ming Chen Justin Jaffray As Datadog continues to scale, the volume, complexity, and cardinality of the metrics we ingest and store steadily grow by o

• Focus on parity between sidecar and ambient modes, enabling smooth migration paths for users. • Revamp contributor experience: simplify proposals, implementation, and recognize t

• Nayef Ghattas In Part 1: How we tracked down a Go 1.24 memory regression across hundreds of pods, we shared how upgrading to Go 1.24 introduced a subtle runtime regression that i

• Nayef Ghattas When Go 1.24 was released in early 2025, we were eager to roll it out across our services. • The headline featureâthe new Swiss Tables map implementationâpromised r

• Jason Thomas Brandon West Rosa Trieu A few years ago, we had to scramble to find a quiet place for meetings to avoid the inevitable interruptionsâleaf blowers, barking dogs, and

• Gabriel Reid Package delivery services like UPS, FedEx, and the postal service have a tough job. • They contend with a never-ending stream of packages to be delivered, with expec

• Shared relational DBs simplify early growth but create coordination headaches as teams scale. • Schema changes become risky because the database is both data store and API contra

• Datadog handles millions of logs per second, requiring instant config updates across thousands of containers. • User‑defined log parsing rules are applied immediately, demanding

• Cedar Analysis toolkit simplifies verifying Cedar policy behavior for developers across enterprises. • Cedar is an open-source authorization system with a language and runtime fo

• Deployments drive 70% of incidents, making rapid fault detection critical for modern DevOps. • Datadog’s Automatic Faulty Deployment Detection uses APM telemetry to spot problema

• GitHub CLI now fully supports triangular workflows, enabling smoother fork‑to‑PR development. • Triangular workflow lets you pull updates from other branches into your feature br

• Yelp transitioned to fully remote, requiring secure, consistent access for a globally distributed workforce. • Existing VPN (Ivanti Pulse Secure) was unreliable, prompting a sear

• Frontend builds consumed ~5 minutes of a 10-minute E2E pipeline, even without frontend changes. • Hundreds of PRs per day caused thousands of redundant builds, generating terabyt

• Introduced sub-issues to break large GitHub issues into smaller, manageable tasks. • Enables hierarchical lists within a single issue, improving progress tracking and dependency

• Rebuilt Datadog Lambda Extension in Rust, slashing cold start latency by 82%. • Reduced memory footprint by 40%, cutting usage from 55 MB to just 7 MB. • Shifted from heavyweig

• Sail Operator 1.0.0 now GA, streamlining Istio deployment and lifecycle in Kubernetes clusters. • Automates installation, configuration, and upgrades, reducing manual effort and

• Datadog ingests hundreds of trillions observability events daily across thousands of Kafka clusters and topics. • Traditional static Kafka configs hinder rapid recovery from brok

• Husky layers over object storage, using fragments to batch trillions of daily events. • Metadata per fragment lets queries locate relevant data without scanning entire store. • D