Cloud & AWS
How a Web Request Could Become a Server Takeover: Inside PHP’s Critical Flaws
Two vulnerabilities turn failures in memory handling and request cleanup into potential remote code execution.
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Cloud & AWS
Running software and models in the cloud: AWS, Kubernetes, model serving and what it all costs.
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Cloud & AWS
How to Run Open-Source AI Models on Kubernetes: A Guide to the Best Tools
You can get an open-source model answering requests in one pod. The harder part starts when traffic changes, a GPU runs out of memory, or your application needs six different models to finish one task
Cloud & AWS
The Best Tools for Serving Open-Source Models on Kubernetes
Superlinked Inference Engine (SIE) is the first tool we would evaluate for an application that calls several specialist models on Kubernetes.
Cloud & AWS
AWS Well-Architected Agent: I Let AI Review a Cloud Architecture — Here’s What It Found
AWS is adding AI to architecture reviews. I wanted to see whether the agent could spot real design problems, explain the trade-offs, and…
Cloud & AWS
AWS Brings AI Agent Regression Testing to GitHub Actions: What It Actually Tests
The headline sounds like an AI that tests your code. The real release is narrower, more useful, and more honest about its weak spots than…
Cloud & AWS
Cut AWS AI Costs Using Caching, Model Routing, and Serverless Architecture
Most generative AI bills on AWS are not expensive because inference is expensive. They are expensive because the same question gets…
Cloud & AWS
Bedrock AgentCore vs Strands vs Bedrock Agents in 2026
One of these three is closed to new customers. Another is not a framework at all. Here is what each one actually is, and which to pick.
Cloud & AWS
How To Become a Good AWS Cloud Engineer in 2026
The roadmap everyone shares is three years old. The thing that actually separates a good cloud engineer from a certified one changed in…
Cloud & AWS
The RAG Killer That Needs RAG to Work
AWS just showed a way to squeeze an entire knowledge base into task-shaped summaries and route each question to the right one. The idea is…
Cloud & AWS
The Biggest AWS Story of 2026 Isn’t Agents. It’s That ARM Quietly Won.
Graviton now runs on 98% of AWS’s top 1,000 EC2 customers. The migration already happened while everyone watched the agent demos, and most…
Cloud & AWS
Best Kubernetes-Native Inference Servers for AI Workloads in 2026
Everyone ranks these on tokens per second. Then they deploy an agent, watch the GPU bill, and realize they measured the wrong thing.
Cloud & AWS
How to Become a Certified AWS Engineer in 2026 Without Wasting Six Months
Everyone tells you to collect AWS certifications in 2026. Almost nobody tells you that the certification market and the hiring market…
Cloud & AWS
AWS Just Retired Its Flagship AI Agent Product. It Launched in 2023.
Bedrock Agents is now “Classic.” The replacement asks you to start over.
Cloud & AWS
The AWS Cost Optimisation Checklist for 2026
AWS gave you an AI agent, a faster chip, and twice as much idle detection this year. Your bill is still too high, and the order you do…
Cloud & AWS
The Web Just Grew a Turnstile, and AWS Is Collecting the Coins
AWS turned its firewall into a toll booth for AI. The interesting part is not that publishers can charge bots now. It is who ends up…
Cloud & AWS
AI Agents That Pay Their Own Bills
Amazon Bedrock AgentCore Payments is now available, for preview. This is what Amazon Bedrock AgentCore Payments does, how Amazon Bedrock…
Cloud & AWS
AgentCore Gateway: Your Lambda Functions Are Now MCP Tools
You have already written the business logic for your Lambda functions. The tough part was not really about writing the code itself. It was…
Cloud & AWS
The System Design Interview Has a Practice Problem. An AI Interviewer Is Trying to Fix It.
Coding rounds have a thousand ways to practice. System design has almost none. A new platform called Mockingly bets that an AI playing the…
Cloud & AWS
An AI Agent Deleted a Live AWS Environment. Amazon Says That’s Your Fault.
Kiro made a mistake. He deleted a live production environment. This caused a service to stop working for 13 hours. Amazon said it was a…
Cloud & AWS
Building a Production RAG Pipeline with Bedrock Knowledge Bases and OpenSearch Serverless
Everyone has shipped a RAG demo. Shipping one that survives a quarter of real traffic, a finance review, and a security audit is a…
Cloud & AWS
How Much AWS Engineers Actually Make in 2026
A teardown of 200+ verified offers, leaked levels, and what nobody tells you about the gap between the L4 starting an SDE role in Seattle…
Cloud & AWS
AWS Bedrock Agents: The Beginner’s Guide
Everything you need to understand, build, and ship AI agents on AWS — without the jargon, without the fluff.
Cloud & AWS
I Built a Full SaaS App on AWS for $1.34/month — Here’s the Architecture
No EC2. No RDS. No DevOps tax. Just Lambda, DynamoDB, S3, and CloudFront — and a bill so small it fits inside a coffee receipt.
Cloud & AWS
How We Manage 6,000 AWS Accounts with Just 3 People: A Deep Dive into Extreme Cloud Automation
Lessons learned from building a self-healing, fully automated multi-account platform that scales without scaling headcount
About
Faisal Haque
I write practitioner-first explainers on what's actually changing in AI: new models and benchmarks, coding agents like Claude Code, Python and the cloud tools developers use every day, and what all of it means for engineering careers.
My articles appear on Medium in publications like Artificial Intelligence in Plain English, Python in Plain English and AWS in Plain English. LogitPost collects all of them in one place, alongside pieces I publish here first.
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