◆ AI Learning · Situational

Where should new features be added in an application?

All features and tools must be part of the main administration platform. A developer must not create separate viewing tools or standalone pages.

By Pawan Nayar · from the LLOS AI Learning record

The rule

All features and tools must be part of the main administration platform.

A developer must not create separate viewing tools or standalone pages.

A developer must add all new features to the existing administration platform. This platform is usually found at a specific local address. Creating separate tools wastes time and causes confusion for the user. The main platform already has many useful functions built in.

A developer needs to add a new way to view quiz questions. The developer considers building a new web page just for this. Instead, the developer adds this new view as a tab within the existing admin tool. This keeps everything in one place for the manager.

Words you'll need

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

System Design

The blueprint for how an AI system works end to end

Scalability

Growing without breaking or getting expensive

Distributed Systems

Multiple computers working together as one system

API Design

Rules for how programs talk to each other

Questions people ask

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

Why should a developer copy an existing file instead of starting fresh, even if the task seems simple?

A specification often tells a developer to copy an existing file. The developer should open that file first.

What are the key parts of planning a new design tool?

A good plan for a design tool includes a detailed product document. This document describes all features.

How does an AI model manage different voices and their characteristics?

An AI model can have hundreds of voices. These voices are grouped into categories.

How can a developer ensure an AI model's special features work as intended without being diluted by other instructions?

A developer must give each non-standard AI feature its own dedicated prompt. This means building a new prompt from scratch for each unique feature.