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How should a developer manage API keys for AI models?

An AI model must always use a paid API key. A free API key can expose user data. A developer must verify the API key location before any script runs.

By Pawan Nayar · from the LLOS AI Learning record

The rule

An AI model must always use a paid API key.

A free API key can expose user data. A developer must verify the API key location before any script runs.

A developer must never use a free-tier Google API key. Free tiers can use user data for training. This means user IP addresses could be exposed. Always use paid APIs. Examples include Anthropic, OpenAI, or a paid Google project. These services respect data privacy and copyright. Before a script makes its first API call, a developer must ask where the API keys are stored. Do not guess the file location. Currently, paid API keys are often found in `<workspace-root>/.env`. The key name is `GEMINI_API_KEY_PAID`. Always check the exact location. If a paid key is not found, the script must stop. It should never use an unknown API key. This prevents accidental data exposure.

A developer writes a new script that uses an AI model. The developer does not check the API key location. The script then uses a free-tier API key by mistake. This action could expose the user's private data to the AI model's training data.

Words you'll need

Resolved from this lesson's own record — real definitions, not invented for this page.

Credential Management

Keeping passwords and keys safe and organized

Access Control

Who gets to use what, and when

Authentication

Proving you are who you say you are

Authorization

Permission to do something in a system

Questions people ask

More from the same record, pulled by shared topic — not written new for this page.

How should API keys be stored and managed in a project?

API keys, like those for OpenAI or Google, must be kept in one file. This file is typically named `.env`.

Where should API keys be stored in a project?

API keys are sensitive information. They should be kept secret.

How can a developer make sure an AI model uses a paid API key and not a free one?

A developer must always read the root `.env` file first. This file contains the paid API keys.

Where should a developer put rules about not sharing private information in an AI prompt?

A developer must not put private rules in the main text of an AI prompt. These rules are called proprietary constraints.

What to remember

An AI model must always use a paid API key. A free API key can expose user data. A developer must verify the API key location before any script runs.