The Stack I Use to Build and Operate Products

I have worked with other stacks, but I keep the core of my current projects consistent so improvements to deployment, monitoring, security, and application patterns carry across products.

Browse every technology with related project evidence →

Core application stack

• Languages: Python, TypeScript, and JavaScript
• Web: Next.js, React, Tailwind CSS, FastAPI, Node.js, and Express
• Mobile: React Native and Expo
• Data: PostgreSQL, Supabase, and MongoDB
• Applied AI: constrained tool calling, PyTorch training, Hugging Face model publishing, and llama.cpp inference

Deployment and operations

• Operating systems: Linux and Ubuntu Server
• Containers: Docker and Docker Compose
• Private networking: Tailscale sidecars
• Public routing: Cloudflare Tunnels and Nginx
• Automation: Python, shell scripts, and Ansible
• Observability: Prometheus, Grafana, Loki, and service exporters

Not every project uses every tool. Each case study links only the technologies that materially explain that work.