Top 25 articles selected for February 22, 2026
The event brings together developers, operators, site reliability engineers, platform teams and open source maintainers focused on building and operating cloud native observability systems.
CNCF | 2026-02-22By contrast, updating prod-1 frequently with the latest version allows us to detect issues closer to when they were introduced.
Slack Engineering | 2026-02-22Essentially, AI may create tests that pass for the wrong reasons, giving a false sense of security. " Using AWS CLI and CloudWatch to check infra health - "use aws cli.
Reddit | 2026-02-22At the base is Mako, Netflixâs internal ML compute platform, which provisions GPUs on AWS. Staying close to the frontier required infrastructure that could move from âoffline training loopâ to âmulti-stage, on-policy orchestration.
Netflix | 2026-02-22Copper and aluminum are good conductors and are used today in most cloud infrastructure wiring and power lines. More importantly, this technology reduces the physical and social footprint of the power infrastructure, reducing the impact on local communities.
Microsoft Azure | 2026-02-22BAG allows us to seamlessly connect thousands of GPUs across multiple data centers and regions. Building Prometheus and Beyond As a technology, BAG is playing an important role in Metaâs next generation of AI infrastructure.
Engineering at Meta | 2026-02-22For example, WhatsApp, like many other applications, allows users to share media and other types of documents. To ensure application security, we first must identify and quantify the sources of risk.
Engineering at Meta | 2026-02-22It provides three primary advantages: Custom Readiness Definitions: Define what ready means for your specific platform. Core concepts and features The controller centers around the NodeReadinessRule (NRR) API, which allows you to define declarative gates for your nodes.
Kubernetes | 2026-02-22Some customers were able to restore their own service by using the Cloudflare dashboard to re-advertise their IP addresses. Cloudflareâs Addressing API The Addressing API is an authoritative dataset of the addresses present on the Cloudflare network.
Cloudflare | 2026-02-22The way content and businesses are discovered online is changing rapidly. For agents, their goal is to filter out all non-essential elements and scan the relevant content.
Cloudflare | 2026-02-22It is capable of launching DDoS attacks that can cripple critical infrastructure, crash most legacy cloud-based DDoS protection solutions, and even disrupt the connectivity of entire nations.
Cloudflare | 2026-02-22Slackâs Security Engineering team is responsible for protecting Slackâs core infrastructure and services. Hub The hub provides the service API and an interface to persistent storage.
Slack Engineering | 2026-02-22And making this technology accessible to individuals and businesses means tackling new challenges around efficiency and resource use. This scaling behavior plays a key role in improving both performance and efficiency when running large-scale AI workloads.
Dropbox Tech | 2026-02-22I work a lot with automation, CI/CD pipelines, Kubernetes, and ArgoCD. My question is: Is this something others in DevOps / Platform Engineering are doing as well.
Reddit | 2026-02-22They cover Linux + CCNA (networking) in the first half and AWS + DevOps tools in the second half. Would really appreciate practical advice from people working in DevOps/Cloud.
Reddit | 2026-02-22Built this in a Hackathon : a tool that monitors pipeline runs, analyzes failures and suggest possible fixes. Still rough and probably missing real world edge cases. Curious if something like this would actually help in real pipelines. submitted by /u/Less_Objective_9864
Reddit | 2026-02-22Auroraâs cloud-native, distributed architecture provided clear advantages in scalability, high availability, and elasticity compared to traditional single-node PostgreSQL deployments.
Netflix | 2026-02-22The Clinejection vulnerability chain illustrates a dangerous new era of supply chain attacks where AI agents are turned into exploit vectors. This incident highlights the critical need for hardened CI/CD pipelines and rigorous security for AI-assisted coding tools.
Snyk | 2026-02-22Snyk has partnered with Vercel to secure the skills.sh ecosystem, integrating real-time security scanning to detect malicious payloads and prompt injections before they reach your machine. Discover how this partnership is locking down the future of agentic AI.
Snyk | 2026-02-22While AI accelerates software delivery, it also scales security risks by turning minor errors into systemic vulnerabilities. Learn how to transform AI from a potential liability into a secure engine for growth through robust governance and control.
Snyk | 2026-02-22When we kicked this off, we werenât trying to ship an âAI feature.â We were trying to fix a structural... The post Our Multi-Agent Architecture for Smarter Advertising appeared first on Spotify Engineering.
Spotify Engineering | 2026-02-22In Part 2, we will peek under the hood at the tooling that makes the Spotify release process possible. The post How We Release the Spotify App: A Look Under the Hood (Part 2) appeared first on Spotify Engineering.
Spotify Engineering | 2026-02-22TL;DR Established in 2022 as a way to help support the great open source ecosystem projects that Spotify... The post Congratulations to the recipients of the 2025 Spotify FOSS Fund appeared first on Spotify Engineering.
Spotify Engineering | 2026-02-22The technical and practical rationale for a clear separation between these domains. The post Why We Use Separate Tech Stacks for Personalization and Experimentation appeared first on Spotify Engineering.
Spotify Engineering | 2026-02-22The system we built to ensure our AI agents produce predictable, trustworthy code. The post Background Coding Agents: Predictable Results Through Strong Feedback Loops (Honk, Part 3) appeared first on Spotify Engineering.
Spotify Engineering | 2026-02-22