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◆ AI Learning · Hard rule

What should a developer do before writing any code that uses an external API?

A developer must read all API policy files before writing any external API code. This prevents mistakes like too many retries or bypassing the main coordinator. The developer is responsible for intellectual property risks when using paid services.

By Pawan Nayar · from the LLOS AI Learning record

The rule

A developer must read all API policy files before writing any external API code.

This prevents mistakes like too many retries or bypassing the main coordinator. The developer is responsible for intellectual property risks when using paid services.

Before writing any external API code, a developer must read specific policy files. These files include rules for starting a session, handling retries, and using the central API coordinator. Following these rules prevents errors. Errors could include sending too many requests or bypassing important controls.

A developer needs to integrate a new payment system using an external API. Before writing any code, the developer reads the API policy files. The files state that the developer must not retry failed transactions more than three times. The files also explain how to use the central API coordinator for all requests. The developer follows these rules. This prevents the system from flooding the payment API with too many retry attempts.

Words you'll need

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

Data Privacy

Keeping personal information safe from unauthorized access

Security Best Practices

Rules to keep AI systems and data safe from harm

Error Handling

What the AI does when it hits a wall

Questions people ask

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

What is the difference between a first-time mistake and repeating a known bad action?

Making a mistake for the first time is part of learning. This is acceptable.

Why is it important to add comments to code changes?

A developer must add a comment every time code is changed. The comment must include the date of the change.

How do I make sure my AI prompt changes work correctly?

When changing a prompt, check three things. First, ensure every user choice leads to a specific instruction, not a general one.

How should a developer handle errors when calling an external API?

When a developer's code calls an external API, it should try only one time. The developer must not use loops to retry the call.

What to remember

A developer must read all API policy files before writing any external API code. This prevents mistakes like too many retries or bypassing the main coordinator. The developer is responsible for intellectual property risks when using paid services.