Tagged articles

token billing

3 articles · Page 1 of 1

Sep 29, 2026 · Artificial Intelligence

LLM API Call Beginner's Guide: First Request, OpenAI Protocol & Streaming

This tutorial covers LLM API fundamentals including OpenAI-compatible protocol, making first requests via curl and SDK, multi-turn conversation with message history, key parameters like temperature and top_p, token billing mechanics, streaming responses, and common error handling.

API tutorialError HandlingLLM API

0 likes · 10 min read

LLM API Call Beginner's Guide: First Request, OpenAI Protocol & Streaming

AndroidPub

Aug 19, 2026 · Artificial Intelligence

How Long Does a Million LLM Tokens Last and How to Cut the Cost?

This article breaks down LLM token billing by explaining what tokens are, how requests are charged, why a single query can consume thousands of tokens, and offers concrete strategies to estimate usage, monitor costs, and reduce expenses across different scenarios.

AI programmingLLMcost optimization

0 likes · 20 min read

How Long Does a Million LLM Tokens Last and How to Cut the Cost?

Black & White Path

May 29, 2026 · Industry Insights

How Ignoring API Limits Led to a $500 Million AI Bill

A lack of usage caps on Claude's API caused a single employee to generate a $500 million charge in one month, exposing systemic governance gaps and prompting a broader discussion on AI cost control, token‑based billing, and practical safeguards for enterprises.

AI cost governanceAPI budgetingClaude API

0 likes · 7 min read

How Ignoring API Limits Led to a $500 Million AI Bill

token billing

LLM API Call Beginner's Guide: First Request, OpenAI Protocol & Streaming

How Long Does a Million LLM Tokens Last and How to Cut the Cost?

How Ignoring API Limits Led to a $500 Million AI Bill

How Ignoring API Limits Led to a $500 Million AI Bill