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4.3 LLM APIs

Intermediate · 2 articles · MODULE 4: LLM ENGINEERING

API Best Practices

Tutorial · Intermediate · 17 min

Every LLM provider imposes its own limits on request size, output length, and request rate, and hardcoding one provider's numbers breaks the moment a different provider is used.

ReliabilityRate Limiting

Includes Colab notebook

By: Anacodic Team

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Reasoning Budgets: When Thinking Tokens Are Waste

Tutorial · Intermediate · 23 min

Reasoning models produce hidden thinking tokens before their visible answer, billed at the output rate and decoded serially while the user sees nothing.

Reasoning BudgetsCost

Includes Colab notebook

By: Anacodic Team

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