From Tutorial to Production: A Complete DevOps Pipeline Most web framework tutorials end at "Hello World," but real applications need so much more. I've open-sourced a comprehensive Django project template that demonstrates DevOps best practices - from reproducible development environments to Kubernetes deployments. Key highlights: • Nix + devenv for "works on my machine" → "works everywhere" • Lightning-fast Docker builds with modern dependency management • SOPS encryption for secure secrets management • Complete Kubernetes deployment with Helm charts • Advanced CI/CD with reusable GitHub Actions workflows Real impact from client implementations: ✓ 15x faster deployments (hours → minutes) ✓ 80% reduction in developer onboarding time ✓ 60% fewer production incidents ✓ 90% fewer environment-related support tickets While this example uses Python/Django, the patterns apply to any modern web framework. The same techniques have proven successful with Node.js, Go, Ruby, Haskell, Java and other stacks. I have a Next.js example in the works and will be sharing soon. Perfect for teams struggling with deployment complexity, cloud migrations, or scaling developer productivity. 🔗 Full project: hellok8s-django.deni.cloud Available for consulting on DevOps transformation, cloud-native architecture, and team scaling. Re-posts are appreciated!! #DevOps #Kubernetes #Django #CICD #Docker #Nix
Deni Bertovic
11K posts
Deni Bertovic
@denibertovic
Making Servers feel like Serverless! Working on https://t.co/dsZLXnDrxn https://t.co/sojyMbn7l7 https://t.co/0Dh1rUlk4z


Claude Code wiped our production database with a Terraform command. It took down the DataTalksClub course platform and 2.5 years of submissions: homework, projects, and leaderboards. Automated snapshots were gone too. In the newsletter, I wrote the full timeline + what I changed so this doesn't happen again. If you use Terraform (or let agents touch infra), this is a good story for you to read. alexeyondata.substack.com/p/how-i-droppe…

What are the odds that Europe will finally recognize that it does not have much alternatives to solar, wind, water and batteries for energy?



We believe the coding agent is dead. Soon, Amp will look very different. ampcode.com/news/the-codin…






🧪 Experimental: Use OpenCode with Claude Code, Codex, and Amp - Universal coding agent control - HTTP API for sandboxed agents - OpenCode TUI, web UI, SDK Available in Sandbox Agent SDK 0.1.6
Everybody's writing their own sandbox and I'm no different :D denibertovic.com/posts/slopbox-…



