Allow loading remote contents and showing images to get the best out of this email.FAUN.dev's DevOps Weekly Newsletter
 
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DevOpsLinks
 
#DevOps #SRE #PlatformEngineering
 
 
🔍 Inside this Issue
 
 
Spiky traffic vs steady state, platform bets vs lock‑in scares—this batch weighs FinOps calls, GitLab’s AI push, CircleCI’s self‑driving CI, and Netflix’s internet‑scale graph. We even jump from GPUs to quantum teleportation on Azure; skim the headlines, then dive into the details below.

💸 A FinOps Guide to Comparing Containers and Serverless Functions for Compute
🧩 A New Terraform Alternative Has Arrived - Platform Engineering Labs Launches formae
🦊 GitLab 18.5 Debuts: Boosted Usability and AI-Powered Features
🕸️ How and Why Netflix Built a Real-Time Distributed Graph
⚛️ Jump Starting Quantum Computing on Azure
🚨 MinIO Pulls Docker Images and Documentation
🤖 What is autonomous validation? The future of CI/CD in the AI era
⚡ Why GPUs accelerate AI learning

Fewer guesses, more signal - go build.

Have a great week!
FAUN.dev() Team
 
 
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ℹ️ News, Updates & Announcements
 
faun.dev faun.dev
 
GitLab 18.5 Debuts: Boosted Usability and AI-Powered Features
 
 
GitLab 18.5 drops with tighter AI integration, a beta peek at the GitLab Duo Agent Platform, and better hooks into cloud secret management. The Security Analyst Agent is gearing up to land on Self-managed and Dedicated setups.
 
 
techcommunity.microsoft.com techcommunity.microsoft.com
 
Jump Starting Quantum Computing on Azure
 
 
Microsoft just pulled off full-stack quantum teleportation with Azure Quantum, wiring up Qiskit and Quantinuum’s simulator in the process. Entanglement? Check. Hadamard and CNOT gates set the stage. Classical control logic wrangles the flow. Validation lands cleanly on the backend.
 
 
faun.dev faun.dev
 
MinIO Pulls Docker Images and Documentation - Community Calls Move "Malicious" and "Lock-In Strategy"
 
 
MinIO quietly pulled the plug on its community docs on Oct 10, 2025. Overnight, everything redirected to AIStor. That move lit up concerns about its loyalty to open-source norms.

Five days later, MinIO pushed out a CVE-related security patch. But no updated container images hit DockerHub or Quay.io. DevOps teams relying on standard workflows? Left in the lurch.
 
 
faun.dev faun.dev
 
A New Terraform Alternative Has Arrived - Platform Engineering Labs Launches Formae
 
 
Platform Engineering Labs dropped a new project: formae. It's a platform engineering tool aiming to handle multi-agent distribution, pluggable datastores, and cross-cloud infra—with Kubernetes baked in.

There’s more coming. The roadmap reads like they’re out to overhaul how teams build and run platforms from the ground up.
 
 
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🔗 Stories, Tutorials & Articles
 
circleci.com circleci.com
 
What is autonomous validation? The future of CI/CD in the AI era
 
 
CircleCI dropped autonomous validation, a smarter CI/CD that thinks on its feet. It scans your code, predicts breakage, runs only the tests that matter - and fixes the easy stuff on its own. If things get messy, it hands off full context so you’re not digging through logs. Bonus: it keeps learning from build history to move faster next time.
 
 
netflixtechblog.com netflixtechblog.com
 
How and Why Netflix Built a Real-Time Distributed Graph -  Ingesting and Processing Data Streams at Internet Scale   ✅
 
 
Netflix built a Real-Time Distributed Graph (RDG) to connect member interactions across different devices instantly. Using Apache Flink and Kafka, they process up to 1 million messages per second for node and edge updates. Scaling Flink jobs individually reduced operational headaches and allowed for simpler maintenance. Ultimately, the graph architecture enables fast querying for personalized member experiences.
 
 
civo.com civo.com
 
Why GPUs accelerate AI learning: The power of parallel math
 
 
Modern AI eats GPUs for breakfast - training, inference, all of it. Matrix ops? Parallel everything. Models like LLaMA don’t blink without a gang of H100s working overtime.
 
 
aws.amazon.com aws.amazon.com
 
A FinOps Guide to Comparing Containers and Serverless Functions for Compute
 
 
AWS dropped a new cost-performance playbook pitting Amazon ECS against AWS Lambda. It's not just a tech choice - it’s a workload strategy. Go containers when you’ve got steady traffic, high CPU or memory needs, or sticky app state. Go serverless for spiky, event-driven bursts that don’t need a long leash.

Cost knobs to twist: Graviton2 (cheaper, faster), smarter scheduling, trimmed-down logs, compute savings plans.
 
 

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⚙️ Tools, Apps & Software
 
github.com github.com
 
some-natalie/kubernoodles
 
 
k8s runners for Actions in the enterprise, made for humans
 
 
github.com github.com
 
dafthack/MFASweep
 
 
A tool for checking if MFA is enabled on multiple Microsoft Services
 
 
github.com github.com
 
idvoretskyi/aws-s3-cost-explorer
 
 
A simple CLI tool to retrieve S3 storage costs and storage tiers for buckets in your AWS account.
 
 
github.com github.com
 
nsiow/yams
 
 
yams is a Go library, server, and CLI providing foundational capabilities to simulate access for AWS IAM policies
 
 
github.com github.com
 
OscarAraque/k3s-docker-gpu
 
 
K3s Docker GPU project for GPU-accelerated Python workloads in containers. It ships UV, CUDA 12.2, CuPy, NVIDIA GPU support, and K3s deployment with testing and monitoring
 
 

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🤔 Did you know?
 
 
Did you know that Maglev, the load-balancer used inside Google’s infrastructure, runs entirely on commodity Linux servers - dropping the need for specialized hardware - and has been handling Google’s global front-end traffic since 2008?
 
 
😂 Meme of the week
 
 
 
 
🤖 Once, SenseiOne Said
 
 
"We traded change boards for pipelines and got speed with a bigger blast radius; SRE’s job is to price that trade and say no when it isn’t worth it. Cloud makes both cheaper to start and costlier to understand."
— SenseiOne
 

(*) SenseiOne is FAUN.dev’s work-in-progress AI agent

 
👤 This Week's Human
 
 
This Week’s Human is Geoffrey Dayrit, Senior Lead Technical Program Manager, Global Security Services at Lumen Technologies. He leads programs for CMMC 2.0 compliance, GRC, IT asset and vulnerability management, and security audits - standing up a Global Security PMO grounded in the NIST Cybersecurity Framework; previously at S3 Shared Service Solutions, he ran a consortium portfolio with 9 senior executives to deliver concrete member‑experience and process improvements.
 

💡 Engage with FAUN.dev on LinkedIn — like, comment on, or share any of our posts on LinkedIn — you might be our next “This Week’s Human”!

 
❤️ Thanks for reading
 
 
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DevOpsLinks #500: A New Terraform Alternative Has Arrived
Legend: ✅ = Editor's Choice / ♻️ = Old but Gold / ⭐ = Promoted / 🔰 = Beginner Friendly

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