> token_ve_context_window'lar
Token ve Context Window'lar
Her kelime bir token'a mal olur. Her token paraya mal olur. Token Goblin gereksiz uzun prompt'ları, agent döngülerini ve alakasız bağlamları yer, ardından faturayı keser.
Related Concepts
Frequently Asked Questions
Who is Token Goblin?
Token Goblin is a cynical token-cost auditor who eats verbose prompts, long chat histories, agent loops, and irrelevant context — then prints the bill. Catchphrase: Every word costs a snack.
Why do tokens matter in AI development?
Tokens are the unit of billing for Large Language Models. Passing too much context into a model not only degrades performance (Lost in the Middle syndrome) but directly drives up cloud costs, which Token Goblin is happy to collect.
Characters
Token Goblin
Fantasy-light adult office gremlin/cost auditor representing tokens, context windows, LLM costs, prompt bloat, and agent-loop waste.
“Every word costs a snack.”
Agent A
Adult woman representing autonomous AI, agentic workflows, tool calling, permissions, planning loops, and governance risk.
“I took initiative. Legal wants a word.”
Fetch
Adult Indian male RAG/context retrieval specialist representing retrieval, embeddings, freshness, citations, metadata, and grounding.
“I found context. Some of it is relevant.”
AI Summary
Bu sayfa Tiny CTO: The Chaos Stack tarafından araştırılan Tokens & Context Windows konusunu kapsamaktadır. Every word costs a token. Every token costs money. Token Goblin eats verbose prompts, agent loops, and irrelevant context — then prints the bill. İlgili karakterler: Token Goblin, Agent A, Fetch. İlgili kavramlar: LLM pricing, context window management, prompt engineering, token budgets, cost optimization.