Deploying Apache Airflow to Production
Run Airflow in production with Docker Compose, Helm on Kubernetes, or managed services. Covers monitoring, logging, security, and database backends.
·12 min read · #airflow#deployment#docker
#deployment
25 posts · page 1 of 1
Deploying Astro: Vercel, Netlify, Cloudflare, and Docker
A practical guide to deploying Astro projects across major platforms: adapter configuration, environment variables, build settings, and platform-specific gotchas.
·7 min read · #astro#deployment#vercel
CI/CD Deployment Strategies Explained: Blue-Green, Canary, Rolling & A/B
Understand blue-green, canary, rolling, and A/B deployment strategies with architecture diagrams, real configuration examples, and guidance on when to use each.
·8 min read · #cicd#deployment#devops
CI/CD Environment Promotion: Dev to Staging to Production
Implement robust environment promotion patterns with approval gates, environment protection rules, and automated validation at every stage.
·8 min read · #cicd#deployment#environments
ML Model Deployment Patterns: From Flask to ONNX
Learn practical deployment patterns for ML models including Flask and FastAPI serving, ONNX export, and batch vs real-time inference architectures.
·6 min read · #ml#deployment#fastapi
CI/CD Deployment Strategies: Blue-Green, Canary, Rolling
Learn the most popular CI/CD deployment strategies including blue-green, canary, and rolling deployments with practical examples and configuration.
·9 min read · #cicd#deployment#blue-green
Graceful Shutdown: Finishing Work Before Exiting
Implement graceful shutdown in backend services. Covers signal handling, draining connections, health check coordination, and timeout strategies.
·6 min read · #backend#deployment#reliability
Automated Deployment Rollbacks with Observability
Build automated rollback systems that use health checks, error rate thresholds, and observability signals to detect failures and revert deployments without human intervention.
·6 min read · #cicd#rollback#deployment
Django Production Security Checklist and Hardening
Harden your Django app for production — security settings, CSRF, XSS, SQL injection, HTTPS, headers, secrets, and deployment checks.
·7 min read · #django#security#deployment
Production Deployment of FastAPI with Docker and Gunicorn
Deploy FastAPI to production with Docker, Gunicorn, Uvicorn workers, health checks, multi-stage builds, and best practices.
·6 min read · #fastapi#docker#gunicorn
ML Model Deployment with FastAPI
Deploy machine learning models as production REST APIs using FastAPI with input validation, async inference, and health checks.
·6 min read · #machine-learning#fastapi#deployment
Node.js Single Executable Applications (SEA)
Bundle your Node.js application into a single executable binary with no runtime dependency. Covers the SEA workflow and production tips.
·6 min read · #nodejs#single-executable#deployment
MLOps vs LLMOps: What Changes When You Stop Training Models
How LLMOps differs from classical MLOps: evaluation, prompts as code, drift, cost, and the workflows that actually work in production.
·5 min read · #ai#mlops#llmops
Astro Integrations and Adapters: An Overview
Understand the difference between Astro integrations and adapters, when to reach for each, and how they shape your deployment pipeline.
·4 min read · #astro#integrations#adapters
Database Migration Strategies
A practical guide to evolving production databases safely: expand and contract, online schema changes, dual writes, backfills, and the trade-offs behind each strategy.
·5 min read · #backend#databases#migrations
Blue-Green vs Canary Deployments Explained
Compare blue-green and canary deployment strategies, including how they handle rollback, traffic shifting, and observability, with concrete Kubernetes and AWS examples.
·5 min read · #ci-cd#deployment#blue-green
CI/CD Deployment Strategies Overview
Compare rolling, blue/green, canary, shadow, and feature flag deployments. Learn when to pick each strategy and the trade-offs in risk and cost.
·4 min read · #cicd#deployment#devops
CI/CD Rollback Strategies
An overview of rollback strategies in modern CI/CD: redeploy previous, blue-green flip, canary reverse, database-safe rollbacks, and the trade-offs between speed and safety.
·4 min read · #ci-cd#rollback#deployment
FastAPI Deployment with Uvicorn and Gunicorn
Deploy FastAPI to production with Gunicorn managing Uvicorn workers. Cover process counts, timeouts, and health checks.
·4 min read · #fastapi#uvicorn#gunicorn
Introduction to Kubernetes Helm Charts
Learn what Helm charts are, how templates and values work together, and how to package your own application for repeatable, parameterized Kubernetes deployments.
·4 min read · #kubernetes#helm#charts
Kubernetes Stateful vs Stateless Workloads
Understand when to use Deployments vs StatefulSets, what stable identity buys you, and how to operate stateful workloads safely on Kubernetes.
·4 min read · #kubernetes#statefulset#deployment
LLM Quantization Explained
How quantization shrinks LLMs to run on smaller hardware, the math behind 8-bit and 4-bit weights, and the trade-offs between speed, memory, and quality.
·4 min read · #llm#quantization#performance
Deploying Next.js on Vercel: A Practical Guide
A hands-on walkthrough for shipping a Next.js app to Vercel — connecting Git, configuring environment variables, understanding preview deployments, and avoiding the usual production gotchas.
·4 min read · #nextjs#vercel#deployment
Next.js Static Export vs Server: Picking the Right Output
Compare Next.js static export and server runtime modes. Understand when each shines, how features differ, and how to choose without painting yourself into a corner.
·4 min read · #next.js#deployment#ssg
Deploy to Production with GitHub Actions
A practical guide to production deploys with GitHub Actions — environments, secrets, OIDC, deploy-on-tag vs deploy-on-main, and pushing images to AWS, Vercel, or Fly.
·9 min read · #cicd#github-actions#intermediate