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Tech concepts, made clear

Short, plain-English guides to the ideas behind DevOps, cloud, SRE and AI engineering. Each one has a card you can save and share.

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MCP explained: the complete guideAI engineeringMCP explained: the complete guide

Model Context Protocol (MCP) in one guide: what it is, why it matters, how it works, tools vs resources vs prompts, local vs remote, security, DevOps uses and building your own server.

The RACI modelProject deliveryThe RACI model

Who does what on every task. Responsible, Accountable, Consulted and Informed, explained with a real release example.

DORA metricsDevOps performanceDORA metrics

The four numbers that show how well a team ships software: deployment frequency, lead time, change failure rate and time to restore.

The SDLCHow software gets builtThe SDLC

The Software Development Life Cycle: plan, design, build, test, deploy and maintain, and where DevOps and CI/CD fit in.

Agile vs WaterfallDelivery methodsAgile vs Waterfall

Two ways to run a software project, compared side by side: approach, planning, changes, delivery and when to use each.

The CI/CD pipelineHow code reaches usersThe CI/CD pipeline

How a code change goes from a developer's laptop to production automatically: commit, build, test, release, deploy and monitor.

SLI vs SLO vs SLASite reliability engineeringSLI vs SLO vs SLA

How reliable teams measure, target and promise uptime, plus error budgets, explained with a payments API example.

The 12-Factor AppCloud-native appsThe 12-Factor App

Twelve rules for building apps that run, scale and deploy cleanly in the cloud, on containers and Kubernetes.

Blue-green vs Canary deploymentsSafe releasesBlue-green vs Canary deployments

Two ways to ship a new version without taking users down, compared: how they work, rollback, risk, cost and tools.

Containers vs VMsCloud infrastructureContainers vs VMs

Containers and virtual machines compared: isolation, size, start-up time, density and when to use each.

Kubernetes basicsContainer orchestrationKubernetes basics

The six Kubernetes building blocks you'll use in almost every app: Pod, Deployment, Service, Ingress, ConfigMap and Namespace.

The OSI modelNetworking fundamentalsThe OSI model

The seven layers of networking, from physical cables to HTTP and DNS, with examples and a memory trick.

Incident response rolesWhen production breaksIncident response roles

The four roles that turn an outage into a calm, fast recovery, plus severity levels and blameless post-mortems.

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