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AI, DX & Security Glossary

Clear explanations of AI, DX, and technology terminology

All(128)AI Fundamentals(17)AI Agents(14)RAG & Search(11)Prompt & Reasoning(8)Security(11)Dev & Testing(11)AI for Business

Acceptance Testing

Acceptance testing is a testing method that verifies whether developed features meet business requirements and user stories, from the perspective of the product owner and stakeholders.

ATDD

ATDD (Acceptance Test-Driven Development) is a development methodology in which the entire team defines acceptance test criteria before development begins, automates those tests, and then proceeds with implementation.

DevOps

DevOps is a collective term for the culture and practices that integrate software development (Development) and operations (Operations), achieving both faster release cycles and improved quality through CI/CD pipelines and automation tools.

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E2E Test

E2E testing (End-to-End testing) is a testing methodology that simulates user interactions to drive requests through the entire system via a browser or API, verifying that the expected results are produced.

Functional Testing

Functional testing (feature testing) is a testing method that verifies system behavior in terms of specific features or use cases. It covers a broader scope than unit testing, confirming that multiple modules work together correctly.

Gherkin notation

Gherkin notation is a structured format for describing software behavior in natural language using three steps: Given (precondition), When (action), and Then (outcome). It is widely used as the standard notation for .feature files read by the test automation tool Cucumber.

MLOps

MLOps is a practice that automates and standardizes the entire lifecycle of machine learning model development, training, deployment, and monitoring, enabling the continuous operation of models in production environments.

N+1 Query Problem

The N+1 query problem is a performance anti-pattern in which, after retrieving a list of records with a single query, the related data for each record is fetched individually, resulting in a total of N+1 database accesses.

SSM (AWS Systems Manager)

AWS Systems Manager (SSM) is an AWS managed service for centrally operating and managing EC2 instances and on-premises servers. It enables operational tasks such as patch application, command execution, parameter management, and inventory collection to be performed in a unified manner, without the need to connect to each server individually via SSH or RDP.

TDD

TDD (Test-Driven Development) is a development methodology in which tests are written before implementation code, repeating a short cycle of test failure (RED) → implementation (GREEN) → refactoring (Refactor).

Unit test

Unit testing is a testing method that individually verifies the smallest units of a program, such as functions and methods. By replacing external dependencies with mocks, it allows for rapid validation of the target logic in isolation.