DevOpsLinks

When bazillion-byte attacks and expiring licenses shake the tech landscape, it's easy to get swept off your feet. This week, we're diving deep into the heart of these battles—whether it's taming unstoppable bot armies or racing through cloud storage challenges—offering you tools to outsmart them and reclaim your coding zen.


📦 5 Cloud Storage Best Practices for AI Workloads

🤖 Agentic DevOps: Evolving with GitHub Copilot and Azure

🚀 Announcing Argo CD v3.1

🤯 Bots Overwhelm Websites with AI Data Hunger

💼 Broadcom Bullies with VMware Audits

🛡️ Cloudflare Blocks Largest DDoS Attack

🔧 Declarative Homelab Management

☁️ Engineering Principles for Cloud-Prem Solutions

🔍 GitHub Advisory Database in Numbers

💡 Go is an 80/20 Language


Stay tech-savvy in this ever-evolving digital arena, and may your stack be ever in your favor!
Have a great week!
FAUN Team

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Argo CD v3.1 rolls out the red carpet for OCI registries. Now you can grab Kubernetes manifests just like container images. Security and portability take center stage. Meet the new Hydrator updates, which stitch dry commits to code, making traceability sleeker and UI displays sharper. 🚀

Sniffnet v1.4 zips through 1.6 GB PCAP files in just 25 seconds on an 8-year-old MacBook Air. That's 2.2x faster than Wireshark. How? It skips the encrypted payloads and goes straight for the packet headers, like a bloodhound on a scent.

Git 2.49 rolls out a fresh bag of tricks. Now, lightweight tags swagger with commit signatures, adding a splash of authenticity.

Broadcom's latest move? Burying those trusty perpetual licenses. Now it's subscription time, folks, with price tags attached like parachutes packed by someone mildly annoyed. And if that wasn't enough, they're on a mission to sniff out unlicensed users like a bloodhound on a hunt, wielding audits and cease-and-desist orders with vigor. The risk of financial havoc looms large, ready to pounce on anyone not quick enough to dodge.

GitHub Copilot's latest release? A digital Swiss Army knife. It slices through complex code, automates your drudge work, and resurrects forgotten legacy systems, so you can dive into creative coding. Now it moonlights as your SRE on Azure and invites AI model tinkering straight into your workflow.

Oracle Linux 10 struts in with quantum-resistant cryptography and zero-downtime patching. It swoops past RHEL 10 in a security showdown, showing off sleek flexibility.

LinkedIn's shake-up: Northguard kicks Kafka to the curb to handle its 1.2 billion users. The prize? Sharper operability, striped logs, and nimble metadata management. Xinfra steps up to virtualize Pub/Sub, easing the Kafka-to-Northguard leap. Kafka's client-centric stubbornness? Not a problem.

Cloudflare just stared down a raging beast: a 7.3 Tbps DDoS attack, like blasting 10,000 HD movies straight through your eyes in a heartbeat. This monster, 99.996% UDP floods, erupted from 122,145 source IPs scattered across 161 countries. Its real claim to fame? Not sheer size, but breakneck speed. In 2025, DDoS attacks skyrocketed 358%, mostly riding the wave of these UDP-fueled network-layer sucker punches.

Rampaging AI bots are wreaking havoc on 39 out of 43 cultural institutions, bulldozing their way through digital collections and often causing epic crashes. Robots.txt is waving the white flag. AWS and Cloudflare put up a decent fight, but the bot swarms still drain money like a leaky faucet.

Wiz popped the hood on a sneaky crypto-jacking scheme. Meet JINX-0132, an operation that hijacks Nomad, Consul, Docker, and Gitea misconfigurations to stay under the radar. Meanwhile, Sysdig raised the alarm on a copycat act aimed at Open WebUI. It’s a growing trend that flips exposed infrastructure into a crypto mining playground, with hackers high-fiving behind the scenes.

Discover how to build, scale, and manage resilient microservices with Kubernetes. This practical guide covers everything from local setups to advanced deployments using tools like Docker, Rancher, Helm, Istio, Argo CD and Prometheus. Perfect for all skill levels—turn Kubernetes into your key to cloud-native success.

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Ubuntu's sandbox for unprivileged namespaces flops like a soggy cardboard box; one keen Twitter user blew wide open a glaring weakness. Billed as invincible, these post-exploitation defenses crumbled when a process shimmies into an unconfined AppArmor profile. Suddenly, infamous attack paths throw up a welcome sign.

Kafka kicked Zookeeper to the curb as of version 4.0. And by 2023, Docker images were no longer invited to the party. Want to set it up locally? Bitnami's version steps in, offering custom settings to play with.

Switching to Nix spins server config management into the 21st century. Imagine your setups as Lego sets: fully reproducible and portable. Swapping in Valkey for Redis? License headaches no more. Tag team Hashicorp Vault with Traefik to streamline SSL management—they transform chaos into order, tightening up both security and simplicity. Meanwhile, Terraform harnesses age and sops like a pro wrestler, securing secrets and state management with ease.

Go keeps it simple, delivering 80% of the goods with just 20% of the mess. But some critics sniff around, demanding more for their extra 36% effort. Swift proves the point that more isn’t always better with its extra baggage.

AI teams segment data lifecycles to reduce costs by moving inactive datasets to cheaper storage tiers. They checkpoint training progress regularly and back up checkpoints to cloud storage to prevent loss from failures. Models get protected via object locks, automated backups, and geo-redundant storage for disaster resilience. Teams analyze egress fees upfront to avoid costly data transfer charges when switching cloud providers. They calculate replication overhead to balance storage costs with latency, staging data near GPUs for faster training.

Cloud-Prem marries cloud's nimble speed with on-prem's tight grip. It fuses a vendor-managed control plane with a customer-owned data plane—a dream match for regulated sectors. Redpanda's BYOC slashed costs tenfold by axing egress fees. Meanwhile, Couchbase's Capella serves up hybrid deployment like a master chef, showcasing Cloud-Prem's promise.

GitHub Advisory Database curates 22 000+ reviewed and 30 000+ imported advisories from the NVD, repo advisories, and community sources. It fuels Dependabot, CVSS & EPSS ratings, and CNA services to ruthlessly prioritize and patch vulnerabilities at scale

Terraform reviews drag teams through "invisible costs," even with sleek tools. AI jumps in, offering sharper, context-savvy vetting without shaking up current workflows.

The Xeneva Operating System

Run claude code in a container

A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev

Kubernetes AI Toolchain Operator

Push docker images directly to remote servers without an external registry

Did you know Shopify routes the bulk of its API traffic through containerized MySQL shards, each running in isolated pods to handle real-time transactions? They use an in-house tool, Ghostferry, for zero-downtime shard migrations and deploy read replicas to scale reads and absorb peak loads without bottlenecks.

"True mastery lies in creating simplicity from chaos, but the real artistry is knowing when to harness chaos to solve simplicity."
— Sensei