https://elijahu.me/portfolio/tags/platform-engineering/Infrastructure & Cloud Engineering portfolio by Elijah Udom (elijahu) — AWS, Kubernetes, eBPF Security, AI/ML Infrastructure, and Platform Engineering projects.Hugo -- gohugo.ioenThu, 30 Apr 2026 00:00:00 +0000https://elijahu.me/portfolio/projects/triforge/Thu, 30 Apr 2026 00:00:00 +0000https://elijahu.me/portfolio/projects/triforge/[!WARNING] The AWS SageMaker instance backing this demo has been intentionally shut down to control infrastructure costs. As a result, some endpoints may return 500 errors or fail to respond. The case study, architecture, infrastructure code, and deployment workflow remain fully valid. “I was done with ClickOps. I wanted infrastructure I could rebuild, version, and trust.” Live Demo: chat.elijahu.me | Code: git.new/triforge | Model: Helsinki-NLP/opus-mt-en-es The Problem I have used the AWS console.https://elijahu.me/portfolio/projects/orchestration-guide/Sat, 01 Mar 2025 00:00:00 +0000https://elijahu.me/portfolio/projects/orchestration-guide/“Manual deployments are technical debt with compound interest. Every time you run kubectl apply by hand you’re borrowing against future reliability.” This is a full breakdown of a push-to-deploy GitOps pipeline on Kubernetes — Flask webhook orchestration server, isolated test namespace with resource quotas, RBAC scoped to minimum permissions, network policy isolation between test and production, and blue-green deployment with automated rollback. Built because the manual process was unsustainable, documented because the failure modes are worth knowing.