PUBLICATIONS / CLOUD SYSTEMS & ENGINEERING
Engineering articles on cloud systems, GitOps, AWS infrastructure, AI observability and operational failure analysis.
SELECTED TECHNICAL WRITING / 01–03
A technical examination of Kubernetes AI observability using OpenTelemetry, Langfuse, Prometheus, Grafana, and operational telemetry.
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Why GitOps adoption can degrade over time: drift, platform ownership, policy enforcement, observability, and recovery.
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An architecture discussion of AWS Bedrock, S3-backed operational knowledge, IAM, retrieval reliability, and failure handling.
Read publication ↗THE WRITING ARCHIVE
A source-code examination of DriftGuard's comparison pipeline, partial AWS collection failures, and the boundary between a missing observation and a deleted resource.
Read article ↗An essay on the dependence of AI infrastructure on open-source software and the economics of maintaining it.
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The Quiet Failure Mode Every AWS Team Pretends Doesn't Exist I Found the Gap Every DevOps...
Read article ↗The most important engineering gap nobody seems interested in talking about A few months...
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Hey DEV.to 👋 I'm Edwin, a self-taught Cloud & DevOps Engineer from Lagos, Nigeria. I built...
Read article ↗Deployment Isn't the Hard Part. Recovery Is. When I first started learning DevOps, I...
Read article ↗The Day I Realized Backups Aren't Disaster Recovery: Lessons From Building an AWS Recovery...
Read article ↗People assume my work is fake because they cannot imagine someone my age writing with this level of...
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For years, the tech industry has sold an illusion. The illusion is that more tools automatically...
Read article ↗Practical AWS IAM least-privilege analysis covering scoped permissions, role delegation, and Access Analyzer.
Read article ↗A GitHub Actions to AWS ECS Fargate deployment walkthrough using OIDC federation, Amazon ECR, and short-lived credentials.
Read article ↗An exploratory analysis of AI agents in infrastructure operations, Kubernetes, GitOps, and observability.
Read article ↗A technical walkthrough of GitHub Actions OIDC federation and scoped AWS IAM roles as alternatives to static CI credentials.
Read article ↗An essay on autonomous operations, context engineering, tooling interfaces, and security implications for DevOps teams.
Read article ↗Static AWS access keys in GitHub Actions secrets is how production environments get...
Read article ↗The Problem Most engineers deploy to Kubernetes by clicking buttons in a UI. That's not DevOps....
Read article ↗A first-person AWS GitOps pipeline walkthrough covering k3s, ArgoCD, GitHub Actions, and delivery architecture.
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