Best Daily Study Routine for AWS AIF-C01 Exam Preparation
Preparing for the AWS Certified AI Practitioner (AIF-C01) exam isn’t about long study hours—it’s about consistent, structured execution. Most candidat…
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Idea for Managing Policies Across Nearly 1,000 AWS Organizations — A Reseller's Perspective
"A Note from the Author" I work in the Technical Support division of an AWS reseller operating under the AWS Solution Provider Program in Japan. This …
Rethinking What You Need to Do When Your Access Keys Are Compromised
"A Note from the Author" I work in the Technical Support division of an AWS reseller operating under the AWS Solution Provider Program in Japan. This …
Beyond Chatbots: How AI Is Becoming Enterprise Infrastructure
From Chatbots to Operating Layers: The Real AI Shift Happening Now For the last two years, most conversations about artificial intelligence have sound…
Remote Kiro: A Serverless Control Plane for Kiro
I liked the autonomous agent experience in Kiro, but I kept wishing for one extra thing. I wanted the agent to run on my own machine, use my own tools…
HCP Terraform's free tier is gone - what AWS teams should actually do next
When the HashiCorp BSL licence change landed in August 2023, we thought "HashiCorp won't do anything too aggressive - they need the community too much…
Launching a Windows Server on AWS EC2
When people start learning cloud engineering, they often begin with Linux servers and for good reason. But in real-world environments, Windows servers…
CloudFormation Diagram Generator — Visualize AWS Templates Instantly
InfraSketch now supports CloudFormation. Paste a CloudFormation YAML or JSON template — including all the !Ref , !GetAtt , and !Sub shorthand you're u…
5 Serverless Frameworks I've Actually Deployed Python on AWS With (And One I Stopped Using)
TL;DR: Let me paint a picture you've probably lived through. You write a Python Lambda that works perfectly on your machine. 📖 Reading time: ~32 min W…
Looking for feedback on a small OpenTofu repo
I’ve been putting together a small OpenTofu repo for AWS and OpenStack VM/networking workflows. It’s still early, but before I spend more time buildin…
AWS Security Checklist: 58 Checks Every Team Should Run Before a SOC 2 Audit
I Got Tired of $10k AWS Security Audits — So I Built My Own A few months ago I was helping a startup prepare for SOC 2. Their security consultant quot…
A Practical Guide to AWS Solutions Architect Certification Training
Why the AWS Solutions Architect Certification Still Matters Cloud skills continue to top IT hiring lists, and among them the AWS Solutions Architect c…
I shipped a DevSecOps tool in 2026 with zero LLM calls. On purpose. I think determinism still wins.
Let me get one thing out of the way before the comments section catches fire. I am not a luddite. I use AI all day. This article was outlined in Curso…
EKS Cost Audit for Series A-C India SaaS: The 12-Point Checklist
Originally published at aicloudstrategist.com/blog/eks-cost-audit-checklist-india.html . This is a cross-post for the dev.to community. EKS Cost Audit…
Realtime transcription: choices and stories for PyCon IT
Why all this interest in realtime transcription It all started with the collaboration with PyCon IT. At PyCon IT 2025 they set up live transcription w…
Personal token factory: OpenClaw in AWS but Nvidia GB10 at home
Even though Nemotron 3 Super is still free on OpenRouter, the agreement is that you donate all your exchanges to Nvidia for training. A paid version i…
Serverless CDC and Event Ingestion Patterns into Analytics Pipelines on AWS
When I work on analytics pipelines for event-driven systems, one of the biggest mistakes I see is treating ingestion as “just connect source A to sink…
I Gave a Service Account Full Admin Access, Here's What Happened Next
I gave a service account full admin access once. Just to get things working quickly. I told myself I'd restrict it later. Later never came. Three mont…
Event-driven media intelligence with AWS Step Functions and Bedrock
Every modern product that handles user-generated media; say a podcast platform, a video CMS, a learning product, a content-moderation layer - eventual…
I Thought Fine-Tuning Needed an ML Team. I Was Wrong.
A few months ago, I almost killed a feature. Not because it didn’t work but because improving it felt… impossible. We had an AI system in production. …
Our Terraform Drift Went Undetected for Four Months. Here Is How We Found It.
In my last post I talked about state file corruption and the mess that comes with it. This one is about a quieter problem that lived alongside it for …
Part 2: Hands-on tc Framework: Building a Full-Stack Async API with Pages
Introduction: The Practical Graph This post will show a practical, hands-on example that implements a serverless topology using the tc (Topology Compo…
Building NewHomie property analytics tool — Part 1
From Scrappy Scraper to Production Pipeline It all started with a question. “How am I supposed to afford a house?” So I set out to transfigure my anxi…
Why Companies Actually Use Multi-Cloud (And When You Shouldn't) — 2026 Strategy Guide
The short answer: companies use multi-cloud for seven specific reasons — and five of them have nothing to do with technology. Most of the "multi-cloud…
Lost in the AI Hype, I Started Small
And it helped me get back into tech without drowning TL;DR at the end Coming back to tech after a (maternity) break is a strange feeling. You’re excit…
Why Checkov catches the WHAT but not the WHY
Checkov is excellent. I use it. You should use it. This article is not an attack on Checkov. But there's a specific class of infrastructure risk that …
Multi-Cloud Identity Federation
Introduction Six months ago, managing AWS access for 50+ developers was slow, manual, and error-prone. New hires waited days for access. Leavers somet…
What Changes and What Stays the Same for SRE with AWS Frontier Agents
On March 31, 2026, AWS made DevOps Agent and Security Agent generally available — the first two of the autonomous AI agents announced at re:Invent 202…
How did I pass the AWS Certified Solutions Architect – Professional 2026 exam?
Passing the AWS Solutions Architect - Professional exam isn't just about knowing which services to use, but about understanding how to interconnect th…
AWS DevOps Agent - Your New AI Teammate for DevOps
Meet Your New AI Teammate: A Deep Dive into the AWS DevOps Agent The world of cloud operations is shifting from "automated" to "autonomous." At the en…