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.
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.
RTX 5080 vs. RTX 5090: the best GPU for local AI workloads in 2026
Compare the RTX 5080 and 5090 for local AI in 2026: LLM inference benchmarks, image generation speed, power draw, and a clear value verdict.
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.
Botmonster Tech




