Pineflake

DevOps articles

16 articles

  • Best Self-Hosted Open Source Tools Close-up of Python source code displayed on a computer monitor, representing open-source developer tools

    The best self-hosted open source tools in 2026 by category: Git, automation, files, passwords, monitoring, docs—plus the real tradeoffs.

    Dev Tools · 2026-10-07 · 9 min read

  • Local Development With Containers Developer working at a laptop in a bright workspace, representing local container-based development workflows

    Local development with containers: end "works on my machine," set up live-reload workflows with Docker and Compose, and avoid the pitfalls.

    Dev Tools · 2026-09-19 · 9 min read

  • Terraform Infrastructure as Code Developer writing infrastructure code on a laptop, representing Terraform configuration and infrastructure as code workflows

    Terraform infrastructure as code explained: how declarative provisioning works, the plan/apply workflow, state files, modules, and the mistakes to avoid.

    Dev Tools · 2026-09-02 · 9 min read

  • AI Inference Cost Optimization Team collaborating around a laptop in a modern office, representing the engineering decisions behind optimizing AI inference costs

    AI inference cost optimization: the biggest levers—right-sizing the model, cutting tokens, caching, batching, and API vs self-host by volume.

    AI · 2026-09-02 · 9 min read

  • Self-Hosting AI Models Developer working at a laptop in a modern workspace, representing the engineers and infrastructure behind self-hosted AI models

    Self-hosting AI models: why and when to run open models on your own infrastructure, the serving stack, the real costs, and the mistakes to avoid.

    AI · 2026-09-02 · 10 min read

  • Deploying LLMs in Production Modern server racks in a data center, representing the infrastructure required to deploy and operate LLMs in production

    Deploying LLMs in production: managed API vs self-host, right-sizing your model, inference with vLLM, scaling, cost control, and safety.

    AI · 2026-08-20 · 12 min read

  • Building a Home Server Close-up macro photograph of a circuit board with glowing blue traces representing server hardware

    Building a home server: what it is, hardware options, choosing an OS, what to self-host, remote access done safely, and the mistakes to avoid.

    Technology · 2026-07-12 · 9 min read

  • Containers vs Virtual Machines Abstract visualization of containerized applications and virtual environments in a modern cloud infrastructure

    Containers vs virtual machines: how each works, a side-by-side of size, speed, and isolation, when to use which, and why they're often used together.

    Dev Tools · 2026-07-06 · 8 min read

  • Kubernetes Explained Simply The control room of a ship filled with monitors and instrumentation, mirroring how Kubernetes—whose name means helmsman—orchestrates containers across a fleet of machines

    Kubernetes explained simply: what it does, desired state and pods, deployments and services, what it gives you, and whether you actually need it.

    Dev Tools · 2026-06-13 · 8 min read

  • Using Docker Compose A developer working across multiple screens in a dark office, reflecting the orchestration of multiple services that Docker Compose manages from a single file

    Using Docker Compose: define a multi-container app in one YAML file, the essential commands, how services connect, and the mistakes to avoid.

    Dev Tools · 2026-06-13 · 8 min read

  • Docker for Beginners Stacks of colorful shipping containers at a port under a blue sky, mirroring Docker's own container metaphor for portable, self-contained software

    Docker for beginners: what containers are, images vs containers, the essential commands, writing your first Dockerfile, and best practices.

    Dev Tools · 2026-06-12 · 11 min read

  • Database Migration Tools Compared Close-up of a server rack with cables and cooling fans, representing database infrastructure and migration management

    Database migration tools compared: Flyway, Liquibase, Atlas, Prisma, Drizzle and more—versioned vs declarative, rollback safety, and how to choose.

    Dev Tools · 2026-06-03 · 9 min read

  • Feature Flags Explained Colorful syntax-highlighted HTML and CSS code on a dark monitor, representing software development and feature flag implementation

    Feature flags explained: how toggles decouple deploy from release, the four flag types, real use cases, tooling, and how to avoid flag debt.

    Dev Tools · 2026-06-03 · 8 min read

  • CI/CD Pipeline Setup Guide Automated deployment pipeline stages flowing from commit to production

    A CI/CD pipeline setup guide: what CI/CD means, pipeline stages, a worked example, deployment strategies, and the practices that keep it fast.

    Dev Tools · 2026-06-02 · 9 min read

  • How to Use GitHub Actions Automated CI/CD pipeline workflow running on a developer dashboard

    How to use GitHub Actions: core concepts, a first CI workflow, matrix builds, secrets, caching, deploys, and the cost and security tradeoffs.

    Dev Tools · 2026-06-02 · 9 min read

  • Git Workflow Best Practices Developer reviewing branching and commit history on screen

    Git workflow best practices: choosing a branching model, writing clean commits, running PRs as quality gates, rebase vs merge, and protecting main.

    Dev Tools · 2026-06-02 · 11 min read