Building a Slack AI Assistant Using Amazon Bedrock, OpenSearch, and AWS Lambda
Build a Slack AI Assistant with Amazon Bedrock, OpenSearch, and AWS Lambda If your team lives in Slack, putting an AI assistant right inside it just makes sense. This Slack AI assistant tutorial walks you through connecting Amazon Bedrock, OpenSearch, and AWS Lambda into a working serverless AI architecture — one that answers questions, […]
Designing a Production-Ready Just-In-Time IAM Platform for AWS
Designing a Production-Ready Just-In-Time IAM Platform for AWS Permanent AWS permissions are a security liability. If your team is still handing out standing access to production environments, you’re carrying risk that doesn’t need to exist. A Just-In-Time IAM AWS platform fixes that by giving engineers exactly the access they need, exactly when they need […]
Deep Dive into Amazon EC2: Architecture, Networking, and Scaling
Deep Dive into Amazon EC2: Architecture, Networking, and Scaling If you’re building on AWS and want to stop guessing about EC2 and start making smarter decisions, you’re in the right place. This guide is for cloud engineers, DevOps teams, and developers who already know the basics and want to go deeper — the kind […]
Serverless Video Transcoding and Branding with AWS Lambda and FFmpeg
Serverless Video Transcoding and Branding with AWS Lambda and FFmpeg If you’re processing videos manually or running a dedicated server 24/7 just to handle encoding jobs, you’re leaving money and time on the table. Serverless video transcoding with AWS Lambda and FFmpeg gives you a faster, cheaper way to handle video processing at any […]
Architecting High-Performance MySQL Exports to Amazon S3 on AWS
Stop Losing Time on Slow MySQL Exports to S3 If you’re managing large-scale data pipelines on AWS, you already know that moving MySQL data to Amazon S3 sounds simple until it isn’t. Exports stall, write speeds tank, and suddenly a routine data transfer becomes a Friday night incident. This guide is for data engineers, […]
Amazon Redshift Performance Tuning with System Tables and System Views
Stop Guessing Why Your Redshift Queries Are Slow If your Amazon Redshift queries are crawling and you’re not sure where to start, you’re in the right place. This guide is for data engineers, analytics engineers, and DBAs who already work with Redshift and want to go beyond the basics to actually fix performance problems […]
AI Database Access Using MCP: Architecture, Security, and Best Practices
AI Database Access Using MCP: Architecture, Security, and Best Practices AI systems that can query and manage databases directly sound powerful — and they are. But without the right setup, they can also become a serious liability. That’s where the Model Context Protocol (MCP) comes in, giving AI models a structured, controlled way to […]
Automating Infrastructure Compliance with Terraform Drift Detection on AWS
Stop Chasing Manual Compliance Checks — Let Terraform Do It for You If you manage AWS infrastructure at any real scale, you already know the problem. Someone tweaks a security group directly in the console, a resource gets resized outside of Terraform, and suddenly your actual infrastructure no longer matches what your code says […]
Amazon EKS Upgrade Playbook: Draining Nodes, Rolling Deployments, and Validation
Amazon EKS Upgrade Playbook: Draining Nodes, Rolling Deployments, and Validation Upgrading an Amazon EKS cluster sounds straightforward until you’re mid-process and a production pod crashes because you skipped a step. This Amazon EKS upgrade guide is built for DevOps engineers, platform teams, and SREs who need a clear, repeatable path through the Kubernetes cluster […]
Accelerating AWS Infrastructure as Code with Kiro
Stop Writing AWS Infrastructure Code the Hard Way If you’re a DevOps engineer, cloud architect, or platform team lead who spends too much time wrestling with CloudFormation templates or hunting down Terraform misconfigurations, this one’s for you. AWS Infrastructure as Code is already a game-changer for repeatable, version-controlled cloud environments — but writing and […]