Tag:ai
All the articles with the tag "ai".
LLM Inference — Where Your VRAM Goes and How to Get It Back
10 min readA practical look at LLM inference: how context, KV cache, and model weights compete for VRAM, why Q8 on the KV cache is a free win, how quantization formats like GGUF and MLX compare, and why vLLM beats Ollama or LM Studio when you actually need throughput.
OpenClaw — An Open-Source Personal AI Agent You Actually Own
9 min readA hands-on look at OpenClaw: what it is, how MEMORY and SOUL give it a personality that sticks, why the brain is swappable but the architecture isn't, how to keep it secure, and why Telegram is the ideal gateway.
BMAD Method — Structured AI Development From Idea to Code
9 min readA practical look at the BMAD method: what it is, how its specialized agents guide you through a real development workflow, why it pairs perfectly with Claude Code, and an honest comparison with vibe coding.
Claude Code — The AI Coding Companion That Changed My Workflow
9 min readA deep dive into Claude Code: what it is, how it differs from Claude.ai, why the Max subscription is a bargain compared to API costs, and how MCP servers and built-in tools make it a genuine productivity multiplier.