{"podcast":{"title":"CyberCode Academy","slug":"cybercode-academy-7578615","podcast_index_feed_id":7578615,"rss_url":"https://www.spreaker.com/show/6790974/episodes/feed","website_url":"https://www.spreaker.com/podcast/cybercode-academy--6790974","image_url":"https://d3wo5wojvuv7l.cloudfront.net/t_rss_itunes_square_1400/images.spreaker.com/original/5f51ccc7b22fdba95149ffa6346f1533.jpg","author":"CyberCode Academy","episode_count":297,"summary":"Welcome to CyberCode Academy — your audio classroom for Programming and Cybersecurity. 🎧 Each course is divided into a series of short, focused episodes that take you from beginner to advanced level — one lesson at a time. From Python and web development to ethical hacking and digital defense, our content transforms complex concepts into simple, engaging audio learning. Study anywhere, anytime — and level up your skills with CyberCode Academy. 🚀 Learn. Code. Secure. You can listen and download our episodes for free on more than 10 different platforms: https://linktr.ee/cybercode_academy","last_synced_at":"2026-07-13T14:17:20.596630+00:00","page_url":"https://stenobird.com/podcast/cybercode-academy-7578615"},"episode":{"title":"Course 31 - Dive Into Docker | Episode 11: Framework Starters and Design Best Practices","slug":"course-31-dive-into-docker-episode-11-framework-starters-and-design-best-practices","published_at":"2026-04-30T06:00:03+00:00","page_url":"https://stenobird.com/podcast/cybercode-academy-7578615/course-31-dive-into-docker-episode-11-framework-starters-and-design-best-practices","show_page_url":"https://stenobird.com/podcast/cybercode-academy-7578615","url":"https://www.spreaker.com/episode/course-31-dive-into-docker-episode-11-framework-starters-and-design-best-practices--71307484","audio_url":"https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/71307484/architecting_stateless_web_applications_in_docker.mp3","summary":"In this lesson, you’ll learn about: applying Docker to real-world apps and scalable architecture principles1. Framework-Based Starter Projects The episode provides 7 ready-to-use starter projects for popular frameworks: Flask Express (Node.js) .NET Django Ruby on Rails Golang Laravel Each project includes: Dockerfile docker-compose.yml 👉 Goal: get you running fast with real applications in Docker2. Logging to Standard Output (stdout)❌ Problem: Writing logs to files inside containers Logs are lost when the container stops or restarts ✅ Best Practice: Log everything to stdout print(\"App started\") Benefits: Managed by Docker daemon Easy to: View → docker logs Rotate logs Send to monitoring systems 3. Environment-Based Configuration Use environment variables instead of hardcoding values Example:DB_HOST=redis APP_ENV=production Benefits: Switch between environments easily: Development Testing Production No need to change source code 4. Stateless Application Design (\"Stupid Apps\")❌ Bad Practice: Storing data inside the app container Example: Sessions in memory ✅ Best Practice: Keep apps stateless Store data in external services like: Redis (sessions, cache) Databases Why this matters: Containers can: Restart anytime Scale horizontally 👉 No data should be lost5. The 12-Factor App Philosophy These practices are based on: 12 Factor App Core Ideas: Config via environment variables Logs treated as event streams Stateless processes Portable across environments 6. Real-World ImpactFollowing these principles allows you to: Scale applications easily Avoid downtime/data loss Deploy consistently across: Local Cloud CI/CD pipelines Key Takeaways Starter projects help you skip setup and start building Always log to stdout Use .env for configuration Keep apps stateless Follow 12-Factor Ap…","meta_description":"In this lesson, you’ll learn about: applying Docker to real-world apps and scalable architecture principles1. Framework-Based Starter Projects The episode…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1111,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/cybercode-academy-7578615/episodes/course-31-dive-into-docker-episode-11-framework-starters-and-design-best-practices/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/cybercode-academy-7578615/course-31-dive-into-docker-episode-11-framework-starters-and-design-best-practices.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}