Run Florence-2 and Qwen2-VL locally on an 8GB NVIDIA GPU for OCR, object detection, image captioning, and visual QA, fully offline.
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
The Claude Code source leak: what 512,000 lines of TypeScript revealed about AI agent architecture
Claude Code source leak revealed: KAIROS daemon mode, anti-distillation defenses, and a five-stage context cascade from 512K lines of TypeScript.
Gatus: 50 endpoints, 40MB RAM, free status page for self-hosters
Gatus is a lightweight monitoring tool that watches self-hosted services and serves a clean status page with Slack, Discord, and 20+ alert providers.
Raspberry Pi 5: N64 and Dreamcast finally run full speed
Build a retro console with Pi 5 and RetroPie or Batocera. Emulate NES through PSP with hardware guide, emulator setup, CRT shaders, overclocking.
Claude Code with MCP: local agent for files, SQL, APIs
Build a local AI coding agent with Claude Code and MCP servers. Read files, query databases, and run commands through standard tool interfaces.
LLM security: 7-stage defense pipeline against prompt injection
Defend LLM apps with input sanitization, output filtering, structured generation, and system prompt isolation to prevent injection and data leaks.