Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses

Botmonster Tech | page 75 of 79

Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses

Python Memory Optimization: 50-80% Reduction with memray

Profile and optimize Python memory with memray, tracemalloc, and objgraph. Covers leak detection, generators, __slots__, and cutting peak use.

Automate smart blinds and adaptive lighting for better sleep

Solar automations and Adaptive Lighting align your home's light with circadian rhythm, improving sleep with gradual wake-up and wind-down routines.

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.

Shelly relay garage automation: $20 install, zero warranty risk

Control your garage door with a Shelly relay, reed switch, and Home Assistant. Adds auto-close timers and arrival alerts without a new opener.

ESP32 mailbox sensor: reed switch, VL53L0X, $15, months battery

Build a DIY mailbox notification sensor with ESP32 and ESPHome that pushes alerts via Home Assistant. Costs under $15 and runs for months on battery.

RAG vs. long context: choosing the best approach for your LLM

Compare RAG and long context windows: different tools for different problems. Understand tradeoffs, costs, and scalability for production LLM systems.