L
LLLOS.ai
Career
L
◆ AI Learning · Situational

How should a developer organize a project's files and servers?

A project needs a clear structure. This structure includes file locations, server roles, and tool settings. Knowing these details helps a developer work correctly.

By Pawan Nayar · from the LLOS AI Learning record

The rule

A project needs a clear structure.

This structure includes file locations, server roles, and tool settings. Knowing these details helps a developer work correctly.

A developer should define a main workspace for all project files. Each server should have a specific task. A server's port number and static file location must be clear. This prevents confusion and errors. Old servers should be marked as no longer used. This helps other developers understand the current setup. Design choices like fonts and colors should be noted. The Python version and API key locations are also important. A developer must use paid API tiers. This protects user data from being used for AI training.

A developer wants to add a new feature. The developer checks the project structure document. The document shows the correct server for the new feature. It also shows where to find the API keys. This helps the developer build the feature correctly and safely.

Words you'll need

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

System Architecture

The blueprint of how AI pieces fit together

Microservices

Breaking software into small independent pieces

Containerization

Packaging software to run consistently anywhere

Orchestration

Chaining AI tools together to solve big problems

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 a project's test plan and rules be stored?

A project's test plan and all rules must be kept inside the project folder. This makes sure everyone working on the project can find them easily.

Where should a developer save backup copies of Markdown files?

A developer should put all Markdown backup copies in the `llos/tools/` folder. This folder is a single, expected place for these files.

How should a team record feedback and decisions for an AI project?

Record feedback in a log. Each entry needs a date.

What to remember

A project needs a clear structure. This structure includes file locations, server roles, and tool settings. Knowing these details helps a developer work correctly.