A practical Docker image security checklist: minimal bases, non-root users, read-only filesystems, capability dropping, pinning, and scanning.
Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses
Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses
Implement OAuth 2.0 with PKCE: Flask + GitHub login
Build OAuth 2.0 login with the Authorization Code flow and PKCE in Python and Flask. Covers token exchange, sessions, refresh, and hardening.
Spot a real 100W USB-C cable in about twenty seconds
A 100W USB-C cable needs a 5A e-marker chip. Here are the three quick checks that tell you what any cable actually carries, on Linux, macOS, and Windows.
Manage your dev environment with Nix shells (no Docker required)
Use Nix flakes and direnv for project-scoped dev environments without Docker. Define toolchains in flake.nix, share them, switch projects instantly.
MiniMax M2.7: model that almost matches Claude Opus 4.6
MiniMax M2.7 review: 230B Mixture-of-Experts reasoning model with strong benchmarks, self-hosting options, and a tenth the cost of Claude Opus 4.6.
Production Docker with Traefik v3.6: auto TLS, 30K RPS
Run Traefik v3 as a reverse proxy with Docker Compose. Automatic Let's Encrypt certificates, label-based routing, and security middleware on one VPS.