Learning categories

Explore structured Linux, DevOps, cloud, and AI learning tracks

Browse the platform by engineering discipline and jump into topic-specific tutorials, labs, notes, and future AI-powered guides.

Category

Linux Administration

Learn shell workflows, systemd, networking, package management, security hardening, and production troubleshooting.

Command lineSystemdNetworkingTroubleshooting
Category

DevOps Engineering

Learn delivery pipelines, release strategy, automation patterns, environment promotion, and developer platform workflows.

PipelinesRelease flowAutomationPlatform ops
Category

Kubernetes

Practical cluster operations, manifests, Helm, ingress, scaling, upgrades, and production architecture patterns.

ClustersHelmIngressOperations
Category

AWS Cloud

Hands-on AWS learning for compute, networking, IAM, observability, storage, and cloud automation workflows.

IAMNetworkingComputeOperations
Category

GitLab CI/CD

Design and ship real GitLab pipeline workflows with secure variables, runners, stages, and approvals.

PipelinesRunnersSecretsDeployments
Category

Terraform

Use infrastructure as code to build repeatable cloud foundations, module patterns, and GitOps-aligned workflows.

IaCModulesStateCloud provisioning
Category

AI Automation

Build automation systems that combine LLMs, agents, operational rules, and infrastructure-safe workflows.

AgentsLLMsWorkflow designAutomation
Category

Infrastructure Monitoring

Observe systems with metrics, logs, tracing, dashboards, alerting, and production telemetry workflows.

MetricsLogsAlertsObservability
Category

Kafka & Data Pipelines

Learn message streaming, CDC, event pipelines, durability, schema evolution, and real-time architecture design.

KafkaCDCStreamingEvent architecture
Category

OpenSearch

Build search and analytics workflows, monitoring dashboards, indexing pipelines, and cluster reliability patterns.

SearchLoggingDashboardsIndexing
Category

Docker

Containerize applications, optimize images, manage local dev environments, and ship predictable runtime packaging.

ContainersImagesComposeRuntime packaging
Category

Security & DevSecOps

Integrate secrets hygiene, policy, image scanning, runtime hardening, and secure delivery into the platform lifecycle.

HardeningScanningPolicySecrets