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Posts about Basics

Tokens, context, quantization, RAG, tools, MCP, agents, diffusion: the words of AI explained simply, with what really runs.

AI · 5 min read

Agentic, agnostic: getting out of vibe coding without fooling yourself

What really makes a system agentic, what an "agnostic" engine buys and what it costs, and how I went from vibe coding to agents held by rules, tests and CI.

The basics

AI · 6 min read

Models that refuse, models that refuse nothing: what exists, why, and what Orazaka does

Why a hosted model says no, what "uncensored" models are, what the law and the card networks ask of whoever runs them, and how Orazaka's content policy decides.

The basics

AI · 7 min read

Understanding AI before you start: the words, without the jargon

Token, context window, quantization, RAG, MCP, agent, diffusion. The words I use without explaining them, taken one by one with a simple picture and what really runs on our side.

The basics