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Builder Glossary

Plain-English definitions of the terms that come up across every RadarTrek course — Git, SQL, the web, JavaScript, React, APIs, and Docker. Each one links straight to the lesson that actually teaches it, not just a dictionary entry.

Programming Foundations

Web Fundamentals

HTML & CSS

JavaScript

React

Databases & SQL

APIs

Git & GitHub

DevOps & Docker

AI & LLMs

Token

The small chunk of text — roughly 3-4 characters — that an LLM actually reads and bills you for.

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Context Window

The maximum number of tokens an LLM can hold in view at once — input and output combined.

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Temperature

The setting that controls how predictable vs. varied an LLM's next-word choices are.

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System Prompt

The standing instructions that set an LLM's persona, rules, and constraints for an entire conversation.

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Hallucination

When an LLM states something false with full confidence, because it predicts plausible text, not retrieves facts.

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Embedding

A numeric vector that represents what a piece of text means, placing similar meanings near each other.

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Vector Database

A database built to store embeddings and quickly find the ones most similar to a query vector.

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RAGRAG

Retrieval-Augmented Generation — giving an LLM your own documents to read before it answers.

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Fine-Tuning

Further training a model on your own examples to change its style or format, not to teach it new facts.

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Few-Shot Prompting

Showing an LLM a few labelled examples in the prompt instead of describing what you want in prose.

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Prompt Injection

Malicious instructions hidden in content an AI processes, designed to override its original task.

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AI AgentAgent

An LLM that can take actions, observe the results, and repeat — instead of answering in one shot.

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Tool Calling

Giving an LLM a defined set of functions it can request to call, so it can act, not just respond with text.

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SaaS & Business

Security

System Design

CI/CD

Accessibility

GraphQL

Marketing

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Every term here links to a free lesson in the matching RadarTrek course — start with the foundations track if you're new to building.

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