
Docker Compose for Local Development: A Complete Guide
How to build a productive Docker Compose setup for local development with hot reloading, database persistence, and parity with production.
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How to build a productive Docker Compose setup for local development with hot reloading, database persistence, and parity with production.

Practical shell scripting patterns for automating development workflows, from basic Bash constructs to robust production scripts.

Canary deployments shift a small percentage of traffic to the new version and automatically roll back if error rates spike — here's how to implement them safely.

Blue-green deployments eliminate release anxiety by running two identical production environments and switching traffic instantly — here's how to implement them properly.

Alert fatigue kills incident response — build a monitoring strategy around SLIs, meaningful thresholds, and actionable alerts instead of noisy dashboards.

Workspaces, remote state, module registries, and code review workflows — the patterns that make Terraform manageable when multiple engineers touch infrastructure.

Treat infrastructure like application code — version it, review it, test it, and deploy it through a pipeline instead of clicking through consoles.

Running one container is easy — orchestrating hundreds across multiple hosts requires scheduling, networking, service discovery, and self-healing, which is exactly what Kubernetes provides.

Schema changes are the most dangerous deploys — here are the patterns for zero-downtime migrations, rollback safety, and avoiding data loss.

Feature flags decouple deployment from release — here's how to implement them without creating a tangled mess of conditional logic across your codebase.

The monorepo debate isn't about tools — it's about how your team communicates, deploys, and shares code across project boundaries.