Cloud & DevOps & AI Digest: The Week of May 27, 2026
Happy Week! ☕ Here is your curated briefing on Cloud, AI, and Kubernetes for the week of May 27, 2026.
📂 From Dev.to
- Serverless Research Paper Intelligence: Docling, Lambda Containers, and Amazon Bedrock
1.🚀 Introduction Processing scientific PDFs is not as simple as extracting text. Many...... - I Used Amazon Bedrock as My AI Coding Partner for a Day Here's What Happened
How generative AI on AWS helped me summarize feedback, squash bugs, and write better Python without...... - i touched AWS and stuff didn't break (mostly)
A practical, no-fluff walkthrough of EC2, S3, IAM, Load Balancers, and Auto Scaling written by someone who learned all of it by actually doing it.... - Developers keep failing AWS SAA-C03 for the same reason (and it's not lack of AWS knowledge)
I've looked at a lot of SAA-C03 failure patterns. The ones that show up again and again aren't from...... - Kubernetes Upgrades Without Downtime
Kubernetes upgrades used to terrify me. Then I learned to do them boringly. Here's the process. ...... - Hospedando sites de graça na AWS + Cloudflare
Salve, salve! Bora subir um site na AWS pagando praticamente nada e ainda com pipeline de deploy...... - How to Deploy on Air-Gapped AWS EKS for Regulated Financial Services
Originally published on prodinit.com Financial services data breaches cost an average of $6.08...... - How to Deploy on Air-Gapped AWS EKS for Regulated Financial Services
Originally published on prodinit.com Financial services data breaches cost an average of $6.08...... - Build a Self-Healing App on AWS: A Beginner's Guide
It's midnight. You get an incident call on your phone that your application's web server has crashed,...... - AWS Security vs Azure Security: A Complete Comparison
Choosing a cloud provider is rarely just a technical decision. More often, it is a security decision....... - How close is your DynamoDB emulator to AWS?
The DynamoDB conformance suite now has a home: eight emulators and 684 tests scored against live AWS DynamoDB, with results published on every run.... - I was wondering whether we can write both the Deployment and Service manifest in the same file? but your explaination made it clearer
100 Days of DevOps: Day 58 ...... - Deploy Ping Identity Products on Kubernetes with a Single Operator
Running Ping Identity's product suite on Kubernetes typically means wrestling with the ping-devops...... - Kubernetes HPA Scale to Zero Without KEDA: Native Autoscaling for Idle Workloads
If you run queue processors, batch workers, or event-driven workloads that sit idle for hours between...... - Building a Self-Healing and Scalable Infrastructure on AWS
When building applications in the cloud, one of the biggest challenges is handling unpredictable...... - Stop the Leak: A Developer’s Guide to Taming the AWS RDS Bill in 2026
We’ve all had that moment. You spend an entire month shipping features, fixing incidents, and...... - Product Update: Post-Quantum Cryptography meets <1s Kubernetes Syncs
Engineering teams are actively seeking alternatives to the operational complexity of legacy...... - ECS vs EKS vs Lambda: How to Pick the Right AWS Compute Service (2026)
AWS gives you three ways to run your code in the cloud: Lambda - upload a function, AWS runs it...... - Experimented to fork AWS infra graph and simulate what breaks before you deploy
Cloud security still feels heavily deploy → detect → respond, so I wanted to try flipping the...... - How I Used Kubernetes Documentation Effectively During the CKA Exam
One of the unique aspects of the Certified Kubernetes Administrator (CKA) exam is that Kubernetes...... - Tailscale + k3s in a 2‑node homelab: why I use Tailscale ONLY for the control plane
Context DevOps career switch in progress, minimal 2‑node k3s homelab in La......
📂 From Hacker News
📂 From AWS Blog
- Meet Our Newest AWS Heroes – May 2026
<p>We’re excited to welcome four outstanding community leaders as our newest AWS Heroes. These individuals embody the spirit of collaboration and knowledg... - AWS Weekly Roundup: AWS Local Zones in Istanbul, open-source ExtendDB, Kiro Web, and more (May 25, 2026)
<p><img loading="lazy" class="alignright wp-image-104002 size-full" style="width: 30%" src="https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c076...
📂 From Docker Blog
- Mitigating CVE-2026-31431 (“Copy Fail”) in Docker Engine
CVE-2026-31431 is a Linux kernel vulnerability that was recently disclosed. This CVE does not compromise Docker infrastructure. That said, Docker Engine’s...
📂 From CNCF Blog
- GPU autoscaling on Kubernetes with KEDA: Building an external scaler
If you run GPU workloads on Kubernetes — vLLM, Triton, training jobs, or the newer agentic inference stacks — you’ve probably hit a familiar problem: the ... - Three TAG leads walk into the TOC
The 2026 CNCF TOC cohort has an unusual pattern: three of the incoming members; Brandt, former TAG Security, lead; Mario, former TAG Operational Resilience lead... - Why Kubernetes policy enforcement happens too late—and what to do about it
Kubernetes has become the backbone of modern cloud-native infrastructure. Its flexibility lets teams move fast, compose complex systems from modular components,... - Zero-Downtime migration from ingress NGINX to Envoy Gateway
Teams running Ingress NGINX in production are increasingly evaluating migration paths as Kubernetes networking evolves toward Gateway API. For many organization... - Aamchi Mumbai: A KubeCon + CloudNativeCon field guide
Welcome to Mumbai KubeCon + CloudNativeCon India lands in Mumbai on 18-19 June 2026, at the Jio World Convention Centre in BKC. Thousands of cloud native engine... - Cloud Native Computing Foundation Announces OpenTelemetry’s Graduation, Solidifying Status as the De Facto Observability Standard
The milestone for OpenTelemetry reflects widespread production adoption and a stable, vendor-neutral observability standard Key Highlights: The Clou... - How NetEase Games achieved 30-second LLM cold starts on Kubernetes
At NetEase Games, we learned a hard lesson about large language model (LLM) inference in production: elastic compute is only useful if data can move just as fas...
📂 From Kubernetes Blog
- Reconciling the Past: Correcting Records for Unfixed Kubernetes CVEs
<p>The Kubernetes project relies on transparency to empower cluster administrators and security researchers. One important way we do that is by publishing CV...
📂 From InfoQ (DevOps)
- Platform Engineering Labs Expands formae with Kubernetes Support, Native Helm Integration
<img src="https://res.infoq.com/news/2026/05/formae-k8s-helm-integration/en/headerimage/generatedHeaderImage-1779526130360.jpg"/><p>Platform Enginee... - Presentation: From Legacy to Sovereignty: Driving the Future of Insurance through Platform Engineering
<img src="https://res.infoq.com/presentations/insurance-platform-engineering/en/mediumimage/sergiu-petean-medium-1779181418266.jpeg"/><p>Sergiu Pete...
📂 From Reddit (r/aws)
- I bypassed AWS API Gateway auth with a trailing slash. Got $12K bounty.
- AWS bedrock cost Spike 14,000 USD !
https://preview.redd.it/hmel5vq8213h1.png?width=2112&format=png&auto=webp&s=a2720ebe4b4edef19d810eb1b620b8d00bafea1d Background: We are an app de... - Is there any point in working with my account manager with a small account under $20k/mo?
No shade to any AWS account managers in here. I saw another post where someone was trying to get in touch with their AM and it made me wonder if I’m missing som... - How AWS Nitro Enclaves Attestation Actually Works
- lambda-on-lambda - Serverless Haskell on AWS
- Firehose writing to Iceberg cheaper when ingested through Kines instead of direct PUT?
[https://aws.amazon.com/firehose/pricing/](https://aws.amazon.com/firehose/pricing/) Is that a mistake or there is a reason why writing to Iceberg table is che... - Lambda function code drift detection with terraform
Hello sub, maybe is a stupid question but I'm going crazy with this. We are using terraform to deploy some lambda functions, the code is stored on a versioned... - Why am I receiving these emails from AWS? I don't even know Japanese.
- Interview prep for AWS SA/Consultant
Hi all, I have applied to two positions with a cloud consulting firm: AWS Solutions Architect, and AWS Consultant. The interview process comprises of an initia... - Is gpt 5.5 available on aws? I keep reading it is but I cant seem to find it
They announced the models being available about more than a month ago. Is gpt 5.5 available on aws?... - Help me understand the costs between AWS Lambda (VPC), API Gateway, Data Transfer
Formerly we have set up a Lambda function acting as an API between our RDS to our web app, which we call using an API Gateway URL. This Lambda is inside a VPC w... - Does AWS Activate Credits work with Claude Models?
I got some aws activate founders tier credits for my startup and I was wondering if Claude models are covered by the credits when used through bedrock or kiro. ... - Lazy image loading without rebuilding images or changing CI pipelines
Hey everyone, I’ve been working on an open-source project called **Hermes**, based on AWS Labs’ **SOCI Snapshotter**. SOCI is a great idea for lazy image load... - Hello i am in free tier in AWS RDS and aurora create database, but the free instances are grayed out, any help, i am competely 0 in aws i am just doing for my course requires to, so i dont have even single idea how to use it
- AWS Workspace Pools and Igel
Has anyone been successful with the AWS Workspace app on Igel 12 connecting to a workspace pool. I get the saml login and that works normal but the workspace n... - Eon for backups?
Does anyone here use [Eon.io](http://Eon.io) for backups? Would love to get your feedback on this as a replacement for native AWS backups by anyone using it. ...
📂 From Reddit (r/kubernetes)
- Simplify static hosting by using an OCI image as Volume in Kubernetes 1.36
Introduced in Kubernetes 1.31, released stable in Kubernetes 1.36, we have now the ability to use OCI images as volumes for containers. This allows to appro... - Kubernetes CPU requests and limits, explained through cgroups (disclosure: my company website)
Disclosure: I'm affiliated with RoszigIT, where this article is published. Sharing because I think the mechanics are worth discussing, not to pitch services. I ... - Kubernetes Authentication: Users and Workload Identities
- What tools do beginners use for monitoring applications?
I’ve recently started learning about DevOps and SRE concepts. I wanted to know what monitoring tools beginners usually start with for tracking application healt... - How are you guys handling upgrades for 3rd-party K8s tooling?
We’ve got our app deployments pretty automated at this point, but upgrades for cluster tooling are still a pain. Stuff like ArgoCD, Kyverno, ingress controller... - Orchestrating GPU's with K8s (interview)
Hey guys, As I am preparing for an MLOps Solution Architect position. I wanted to see what materials do you find relevant right now to study, in order to learn... - anyone else just leaving oversized EBS volumes alone because shrinking them sucks?
we keep running into the same thing on EKS. something spikes disk usage, somebody increases the PVC size so alerts stop firing, everything stabilizes... and th... - WebAssembly on Kubernetes • Nicolas Frankel
WebAssembly started as a technology tailored to web browsers and is becoming popular as a server-side technology as well. The next step is for Wasm to become a ... - Need advice for hosting a microservice platform in AWS using k3
So I have basically two services till now everything was run inside docker compose, and the both services are in seperate directory and it was connected using n... - Container image scanning gives us a false sense of coverage and I think we're all a bit too comfortable with it
We have image scanning in the registry, admission controllers, runtime monitoring, and on paper the container security posture looks strong. That's the problem ... - Built a proper 3-node Kubernetes cluster on Radxa Rock 5T SBCs with Talos, Cilium BGP, Longhorn, Gateway API, Flux
- The backup and restore procedure seems to fail, and it is making me nervous.
Greetings, I have been trying out the backup procedure for kubernetes core as part of my learnings. This has been the procedure I have been testing. \# Ba... - Beginner - gitops options / helm charts
Hi all, i'm new to kubernetes and want to transition my homelab from docker compose to k3s for mostly educational purpose. A few weeks back i asked about settin... - FinOps for Kubernetes: how do you get real cost visibility in shared clusters?
Curious how others are dealing with Kubernetes cost visibility in real environments. In theory, K8s gives you better utilization because teams can share cluste... - Kubernetes Podcast episode 267: Kubernetes 1.36, with Ryota Sawada
[https://kubernetespodcast.com/episode/267-kubernetes-1.36/](https://kubernetespodcast.com/episode/267-kubernetes-1.36/)... - Warm Pool vs KubeAPI
- Weekly: Questions and advice
Have any questions about Kubernetes, related tooling, or how to adopt or use Kubernetes? Ask away!... - I have (K8S) running on Pi5 + 3 Pi4, how do I add more k8s to my setup? I have k8s runnning on my Pi5
How do I add more Pi’s to my k8s? I have a Pi5 as what I’m using as my main k8s, node? How do I add more Pi4s to interact and be controlled by the pi5? ... - Pass/fail is not enough for AI SRE agents — looking for feedback on a live Kubernetes benchmark
I’ve been working on **Evidra Bench**, an open-source benchmark for AI infrastructure agents, MCP servers, and AI SRE tools. The basic idea: Most agent demos ...
📂 From Reddit (r/devops)
- Burnt out by a lack of architecture decisions?
Title pretty much says it all. DevOps Engineer for the last 3 years, SysAdmin for 2 years before that. Been at this new place for a year, and tbh proud of my ... - If you were just starting devops How would you start differently than you did before?
I'm just getting into Devops. What shall I start with and is getting a job Guranteed? What makes difference between good and bad Devops. What should be avoided ... - First step to actually doing devops at work
Since my last post here asking for help, u guys made me realise im doing a shitjob as the person in devops. So made the first step, and asked whether i could cr... - Newbie question: how do you actively develop pipelines?
I’m relatively new to the career of devops so I’m picking up lots of ideas and approaches on how to run things well. One of them is working on pipelines, using ... - Cloud HSM Migration Basics
We’re 6-person healthtech SaaS, mostly devs, no real security hire yet. We’ve used cloud secrets and basic KMS so far, but now hospital networks are all asking ... - Lack of Devops jobs
is this role dead? I barely see any roles for this on linkedin,hiringcafe,etc. All i see are a lot of data engineering/swe jobs and im in the nyc area so is dev... - Following up on my previous Terraform/HCP migration post.
https://www.reddit.com/r/devops/s/vnVWGDkLpg I now need to present our current Azure environment + Terraform/state management setup to Microsoft and HashiCorp ... - DevOps Governance and Automation in Modern Organizations
Calling all DevOps, Cloud, Security, and IT professionals! I'm conducting research for my Master's thesis on DevOps Governance specifically how organizatio... - Connect docker swarm cluster with k8s
Is it possible in some way to connect a docker swarm cluster via vpn, for example wireguard or OpenVPN, to a kubernetes cluster, so the docker swarm container c... - Roadmap for Agentic AI in DevOps
Hey, May I know if there's any roadmap or a YT playlist to learn Agentic AI in DevOps? If someone can provide it here, that would be great.... - Harness Engineering: The New DevOps Layer for AI Agents
Most discussions around AI coding agents focus heavily on model quality, but I think the more important long-term problem is operational reliability. As agents... - Is what I am doing DevOps or at least inline with it?
Hi fairly new to this subreddit, I am currently in a phase where I am thinking of changing my career path and leaning towards becoming a DevOps Engineer seems p...
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