Teams rarely fail Terraform on syntax. They fail on design and discipline: monolith configs, copy-paste sprawl, laptop applies, and no policy or tests.
Author: aymen-segni

AI-Native Observability: Watching the Right Signals in the AI EraAI-Native Observability: Watching the Right Signals in the AI Era
Our monitoring tools are dangerously outdated, leaving us blind to the "AI Grey Areas" where systems appear perfect while failing silently. Are we building a future of invisible failures?

Beyond the Hype: 7 Hard Truths of AI Infrastructure You Can’t Ignore in 2026Beyond the Hype: 7 Hard Truths of AI Infrastructure You Can’t Ignore in 2026
AI Infrastructure 2025: 7 Hard Truths Shaping 2026

Exploring the Terraform/OpenTofu Testing Feature: A Complete Guide (2024)Exploring the Terraform/OpenTofu Testing Feature: A Complete Guide (2024)
Exploring the Terraform/OpenTofu Testing Feature: A Complete Guide

AIBrix: Revolutionizing LLM Inference Production DeploymentsAIBrix: Revolutionizing LLM Inference Production Deployments
AIBrix: Revolutionizing LLM Inference for Scalable, Cost-Effective Production Deployments, DeepSeek as an example

Meet the Mentor – Aymen SegniMeet the Mentor – Aymen Segni
Meet Aymen Segni the Mentor

Embracing Service Reliability: Truths, Culture, and ImplementationEmbracing Service Reliability: Truths, Culture, and Implementation
Reliability is the cornerstone of any service. It must be the primary focus, as a service that isn't reliable fails to serve its purpose. However, reliability isn't defined by your

Essential Guide to SLIs, SLAs, SLOs and Error Budget ConceptsEssential Guide to SLIs, SLAs, SLOs and Error Budget Concepts
Wondering what Service Level Objectives (SLOs) are?, this article will explain the SLO concepts and how they relate to SLAs, SLIs, and Error Budgets (EBs).

Save cloud costs with Kubernetes on AzureSave cloud costs with Kubernetes on Azure
This blog describe how you can save Cloud costs with Kubernetes on Azure while running at best performance and reliability.

Deploying Serverless Services on Kubernetes using KnativeDeploying Serverless Services on Kubernetes using Knative
Deploying your serverless services on Kubernetes using Knative ✅ Build and monitor your own PaaS ✅ Autoscale your app with Knative ✅Serving multiple App versions