· devops
Friday Five — December 5, 2025
!1https://www.redhat.com/rhdc/managed-files/styles/default_800/private/number-1.png.webp?itok=pDWx13kK Red Hat to deliver enhanced AI inference across AWS Red H...
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Terraform Project: Simple EC2 + Security Group
Project Structure terraform-project/ │── main.tf │── variables.tf │── outputs.tf │── providers.tf │── terraform.tfvars │── modules/ │ └── ec2/ │ ├── main.tf │...
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Harness Allies with AWS to Integrate AI Agents for Software Engineering
Harness this week extended its alliance with Amazon Web Services AWS to integrate their respective artificial intelligence AI agents to automate DevOps workflow...
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How to Monitor Cron Jobs in 2026: A Complete Guide
Cron jobs are the silent workhorses of modern applications. They run backups, clean up data, send emails, sync with APIs, and handle countless other critical ta...
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re:Invent Proves It: DevOps Isn’t Dead, Cloud Native Isn’t Fading, and Platform Engineering Isn’t a Fad
What a difference two or three days make. When I first landed in Las Vegas for re:Invent and saw the keynote previews, it looked like AWS was putting all its ch...
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Actions workflow dispatch workflows now support 25 inputs
New limit for workflow_dispatch inputs You can now use up to 25 inputs on workflows triggered via the workflow_dispatch trigger. The previous limit was 10, whi...
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Day 6 - Terraform Project Structure Best Practices
Why Project Structure Matters in Terraform Terraform is declarative and modular by design. Its power becomes clear when you start organizing infrastructure int...
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[Paper] Federated Learning for Terahertz Wireless Communication
The convergence of Terahertz (THz) communications and Federated Learning (FL) promises ultra-fast distributed learning, yet the impact of realistic wideband imp...
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Building My Personal Website: From Idea to Automated Deployment (Part 2)
Overview In the first part of this series I covered the high‑level architecture and the tools I chose for building my personal website. This post dives deeper...
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🐳 I built a tool to find exactly which commit bloated your Docker image
Overview Ever wondered “why is my Docker image suddenly 500 MB bigger?” and had to git bisect through builds manually? I created Docker Time Machine DTM – a to...
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Saving Terraform State in S3
Configuring S3 as a Terraform Backend Terraform can store its state in an S3 bucket. Below is a minimal configuration that sets up the S3 backend: hcl terrafor...
- · devops
AWS - Secure, High‑Throughput Ingestion Pipeline for Large Binary Objects
Overview The solution enables direct client uploads of large video files ≈150 MB average, up to 1 GB to Amazon S3 while meeting the following requirements: Low...