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Cloud Insights

Technical logs and system observations from the front lines of high-availability infrastructure.

GitLabMCPPythonDockerAI

Architecting a High-Performance MCP Server for Enterprise AI-Driven DevOps

How I engineered a custom Model Context Protocol (MCP) server to bridge the gap between LLMs and enterprise GitLab infrastructure.

Apr 7, 2026Read post
AWSECSTerraformGitLab CI

Modernizing CI/CD for Mission-Critical Systems with GitLab and ECS Fargate

How we optimized Docker builds using BuildKit and designed scalable, auto-scaling runners for mission-critical deployments.

Mar 25, 2026Read post
LinuxSREMigrationHigh-Availability

The Zero-Downtime Blueprint: CentOS to AlmaLinux Migration

A deep dive into our strategy for migrating mission-critical merchant portals with zero user impact.

Mar 10, 2026Read post
ServerlessAWS LambdaPythonFinOps

Serverless FinOps: Automated Cost Reporting on AWS

Leveraging AWS Lambda, EventBridge, and SES to build a custom, real-time cost monitoring and reporting system.

Feb 15, 2026Read post