Posts
Page 16 of 41
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Running Gemma 4 Locally with Ollama
Google's Gemma 4 is the best open model they've shipped yet. Here's how to pull it, run it, and actually use it for real work with Ollama on your own hardware.
6 min read -
1-Bit LLMs: The Quantization Endgame
1-bit models store weights as -1, 0, or 1. That sounds insane until you see them run a 100B parameter model on a laptop CPU. Here's what's actually happening.
6 min read -
ctop and lazydocker: Docker Monitoring Tools
Forget docker stats. ctop and lazydocker give you real-time container insights with less friction than typing commands.
4 min read -
AMD Lemonade: Local LLM Serving for AMD GPUs
AMD finally has a fast, open source local LLM server that uses both GPU and NPU. If you've been jealous of Nvidia users, Lemonade is worth your time.
5 min read -
When to Use Structured Output (JSON Mode) in LLMs
JSON mode forces models to output valid JSON. When it's a lifesaver vs. when it's overkill and makes the model worse.
5 min read -
Browser GPU Acceleration on Linux in 2026
GPU acceleration in Chrome and Firefox on Linux in 2026 — VA-API, Wayland, WebGPU, and the right flags to make it all actually work.
7 min read -
dotenv Files: The Mistakes That Leak Secrets
You committed .env.production once. Your database credentials are in git forever. Here's how to use dotenv without shooting yourself.
4 min read -
Using AI to Find Security Bugs in Your Code
Claude Code found a Linux vulnerability hidden for 23 years. You can use the same AI code auditing approach to find bugs in your own projects before attackers do.
6 min read -
Private Docker Registry with Harbor
Stop letting Docker Hub throttle your CI/CD. Run Harbor for RBAC, Trivy scanning, image replication, and a real UI — on infrastructure you control.
9 min read -
Alert Fatigue: Why Your Alerts Are Meaningless
You get 50 alerts a day and ignore all of them. That's not monitoring — that's noise. Here's how to build alerts people actually care about.
4 min read -
Docker Manager Showdown: Pick One
Portainer, Dockge, or Dockhand — three Docker management UIs compared. Find out which one fits your homelab or team setup in 2026.
5 min read -
Cloudflare Workers: Edge Without the PhD
Cloudflare Workers run your JS at the edge — no servers, no cold starts, 100k free req/day. Here's what they're actually good for.
6 min read
