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49 cloud and AI deadlines before the end of 2026 (with what to do for each)

My day job is partly finops and vendor management. The thing I hate most: a vendor retires a model, a runtime or a plan, the notice goes to some bil…

aidevopsawswebdev
Dev.to Oct 19, 2026, 11:24 UTC
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One AWS account, several environments, and tags as the only map

How VPC Atlas draws and inventories one environment of a shared AWS account with its new tag filter, and what it leaves out. When the account is the…

awsnetworkingdevopsopensource
Dev.to Oct 19, 2026, 11:23 UTC
EN

The AWS network inventory, now also a CSV you can filter

What the VPC Atlas inventory holds, the four formats it comes in, and why I made the CSV one flat row per resource. The diagram is the picture, the…

awscloudinfrastructurenetworking
Dev.to Oct 18, 2026, 23:25 UTC
EN

Prowler has HIPAA checks. What checklist-based compliance still misses.

✓ Human-authored analysis; AI used for formatting and proofreading. The 2018 conversation In Prowler issue #227 , a user asked: "any plan to add [HI…

hipaaawssecuritycompliance
Dev.to Oct 18, 2026, 11:30 UTC
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Working with S3 Object Tags in Buckets: SET, MERGE and CLEAR

A practical walkthrough for keeping Amazon S3 objects organized without changing what is inside the files. Object tags are easy to overlook when you…

awscloudtutorial
Dev.to Oct 17, 2026, 17:29 UTC
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NAT Gateway vs VPC Endpoints: Which Path Should Your Private AWS Traffic Take?

Private subnets are one of the first good habits you learn in AWS. Put your EC2 instances, containers and databases where the internet cannot start…

awsclouddevopsnetworking
Dev.to Oct 17, 2026, 16:23 UTC
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How to find the closed port that stops an EC2 web page loading, and lock down SSH

You launched an Amazon EC2 instance, installed a web server, and typed its public address into a browser. The tab spins and then times out. Nothing…

awsinfrastructurenetworkingsecurity
Dev.to Oct 16, 2026, 03:24 UTC
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Free AWS practice exams: how to actually use them well

Most of us have wasted at least one practice exam. You sit down, blast through 65 questions, glance at the score, feel either great or terrible, and…

awscertificationcloudlearning
Dev.to Oct 16, 2026, 01:13 UTC
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Pearson VUE Free Retake 2026: Which IT Certification Exams Qualify

The Pearson VUE free retake offer gives you one free second attempt if you fail an eligible exam. You must opt in, use the promo code from the email…

certificationawsazurecareer
Dev.to Oct 15, 2026, 12:23 UTC
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Moving Lambda Logs to a Centralized Location [S3]

Moving Lambda Logs to a Centralized Location[S3] AWS Lambda gives you logs out of the box, but once an application starts growing, the real question…

awsloggingoperationslambda
Dev.to Oct 15, 2026, 07:19 UTC
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A professional-grade website for under $5 a month

How I run my wife's clinic website https://naturlaskin.clinic on AWS with security, automation and the Well-Architected Framework built in from day…

architectureautomationawswebdev
Dev.to Oct 15, 2026, 05:23 UTC
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Hands-On AWS: Spin Up IAM, S3 and a Jenkins Server on EC2 (and Fix What Breaks)

A step-by-step AWS lab with lots screenshots: create and delete an IAM user, host a site on S3, launch an EC2 server and run Jenkins on it, includin…

devopsjenkinsbeginnersaws
Dev.to Oct 14, 2026, 22:29 UTC
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Athena read my timestamps as UTC. It didn’t tell me.

Nobody gets an error. Somebody gets blamed. I built a fake metal fab plant to find this kind of bug before a real customer does. Last week it caught…

awsdataengineeringmanufacturingathena
Dev.to Oct 13, 2026, 21:19 UTC
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AWS Lambda Web Functions: your HTTP server on Lambda, with real concurrency and active-CPU billing

On October 12, AWS launched Lambda Web Functions , and it's the biggest change to Lambda's programming model in years. Instead of writing a handler…

awsserverlesslambdanode
Dev.to Oct 13, 2026, 21:18 UTC
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Google Built It. I Ran It on AWS.

The agent runtime is more portable than you think — mostly. Last week I got Google's Agent Substrate running on Amazon EKS, with S3 snapshots, RDS s…

kubernetesawsaiplatformengineering
Dev.to Oct 13, 2026, 14:26 UTC
EN

Dockerized Mail Capture for AWS CI Pipelines

Email verification tests become unreliable when every CI job reads from the same inbox. A message from a previous run can look valid, a retry can co…

dockerawscicddevops
Dev.to Oct 13, 2026, 02:23 UTC
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Temporal Policies in AgentCore: 98 Denied Deploys and a 409 That Never Came

I asked a Strands agent for something reasonable: “run the tests and deploy.” It issued run_tests and deploy in the same turn, and the Gateway rejec…

awsbedrockagentcore
Dev.to Oct 12, 2026, 15:26 UTC
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I built a customer support agent on Amazon Bedrock AgentCore — and it refused to say my name

I spent ten years in asset management, most of it translating what portfolio managers and quants built into something clients could actually follow.…

awsaiagentspython
Dev.to Oct 12, 2026, 08:30 UTC
EN

One Glue Job, Zero Orchestrators — My First Spark Declarative Pipeline on AWS Glue

Disclaimer This is an independent, personal write-up — not official AWS content, and not endorsed by or affiliated with AWS. It documents a hobby pr…

awspythonbeginnerstutorial
Dev.to Oct 12, 2026, 03:24 UTC
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Today I Learnt: Ansible — Passwordless SSH Between Two EC2s, and My First Playbook

Everything I'd learnt about AWS so far was about AWS itself — EC2, S3, IAM. Ansible is the first tool I've touched that sits on top of servers and a…

ansibleautomationawsdevops
Dev.to Oct 11, 2026, 08:22 UTC
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🛡️ New AWS Account? Stop Surprise Bills in 10 Minutes (Hands-on)

🎤 The interview question "You just opened a new AWS account. How do you make sure a mistake can't quietly cost you money?" Freshers get asked this a…

awsbeginnerscloudtutorial
Dev.to Oct 11, 2026, 04:28 UTC
EN

How to explain protecting the AWS root user and everyday admin access in an interview

The interviewer leans back and asks: "You've just created a new AWS account. What's the first thing you do about security?" Many freshers answer "en…

awscareerinterviewsecurity
Dev.to Oct 11, 2026, 03:18 UTC
EN

The runner fleet that scales to zero

My homelab ran out, and for once it wasn't disk. It was capacity: there was simply no more memory in the Proxmox box to hand to a runner, and I'd sp…

awsdevopscicdopentofu
Dev.to Oct 11, 2026, 02:10 UTC
EN

A five-corner label broke my OpenCV capture loop

A shipping label looked complete in a GLS parcel photograph. My capture loop asked for another photo with all four edges visible. The failure starte…

pythonopencvcomputervisionaws
Dev.to Oct 10, 2026, 20:22 UTC
EN

57 Findings Across 12 AWS Services. Zero False Positives. No Credentials Required.

✓ Human-authored analysis; AI used for formatting and proofreading. NCC Group built SadCloud to test cloud security tools. It deploys intentionally…

awssecurityclouddevops
Dev.to Oct 10, 2026, 13:26 UTC
EN

AWS Launches Serverless AI Runtime: No Code, Just Compute

Amazon Web Services (AWS) has officially unveiled its new Serverless AI Runtime, a major update to its cloud computing service that promises to elim…

awsaicloudcomputingserverless
Dev.to Oct 10, 2026, 04:24 UTC
EN

AWS Certified AI Practitioner AIF C01 Study Notes

A practical revision guide for choosing AWS AI and ML services, approaches, and controls I made these notes to revise the choices the exam repeatedl…

aiawscertificationpractitioner
Dev.to Oct 9, 2026, 20:21 UTC
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AWS Test Mailboxes Need a Cost and TTL Budget

An AWS test mailbox is a cloud resource, not just a test detail. Give each run a lease, a TTL, and a cleanup owner before CI starts creating disposa…

awscicdtestingdevops
Dev.to Oct 9, 2026, 08:22 UTC
EN

How to Build Transportation Management Solutions Around Real-Time Inventory Events

A warehouse can show 500 units available while the transportation system is still waiting for the previous stock update. That inconsistency can caus…

architectureawsbackendsystemdesign
Dev.to Oct 8, 2026, 14:23 UTC
EN

From Finance to AI Engineering: 6 lessons I learned building a Multi-Agent Support system on Amazon Bedrock AgentCore

After ten years in asset management, I started a full-stack developer path in 2024 and spent my time between blockchain and AI. Becoming an AI engin…

awsaiagentspython
Dev.to Oct 8, 2026, 08:20 UTC

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