Botmonster Tech
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.
AI
Hands-on guides to LLMs, agents, prompt engineering, and the AI tools Botmonster runs every day for real work, not demos.
Prompt caching explained: cut LLM API costs by 90%
Prompt caching stores prefill tokens, skipping reprocessing on repeated requests. Providers like Anthropic and OpenAI offer it to slash API costs.
Aider: the open-source AI pair programmer that works with any LLM
Aider is a terminal AI pair programmer for Claude, GPT, and other LLMs. Uses tree-sitter maps and git integration for coding without lock-in.
Vibe coding security crisis: 2,000 vulnerabilities found in 5,600 AI-built apps
Vibe coding has a body count: Escape.tech scanned 5,600 AI-built apps and found 2,000+ vulnerabilities, 400 exposed secrets, and 175 data leaks.
Multi-modal RAG with CLIP: 75-85% retrieval accuracy
Build a multi-modal RAG pipeline that searches text, images, and diagrams using CLIP embeddings and vector similarity in ChromaDB and other databases.
Self-driving business: integrating OpenClaw with Google Workspace CLI
OpenClaw with Google Workspace CLI and MCP automates business workflows: monitor Gmail, manage Drive, update Calendar without human intervention.