Fine-tune Gemma 4 with Unsloth on a single GPU using QLoRA: dataset prep, the full training workflow, and GGUF export for RTX 4090 or Colab.
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
Gemma 4 vs Qwen 3.5 vs Llama 4: which open model should you actually use? (2026)
Gemma 4, Qwen 3.5, and Llama 4 compared on benchmarks, licensing, speed, and hardware needs so you can pick the right open model for your work fast.
Local meeting transcriber: Whisper, Ollama, structured notes
Transcribe and summarize meetings locally using Whisper and Llama. Privacy-first pipeline with speaker diarization and automated note generation.
Route Ollama, vLLM, OpenAI through one LiteLLM API
Unify access to Ollama, vLLM, OpenAI, Anthropic, and Google models behind one endpoint. Routing, load balancing, and rate limiting with LiteLLM.
Running multiple AI coding agents in parallel: patterns that actually work
Coordinate multiple AI coding agents in parallel using file ownership, iteration caps, and review gates to beat single-agent throughput on real work.
Webhook relay with Cloudflare Tunnels: free ngrok alternative
Expose local servers to webhooks from GitHub, Stripe, Twilio using Cloudflare Tunnels and FastAPI. Covers setup, verification, security, and hosting.