{"request_id":"req_01M464M6JDPNXTDVVT3FTVA99H","technology":{"canonical_id":"tech_000000000000009YBMQKMRMC85","parent_canonical_id":"","parent_id_zoho":"","name":"QA","slug":"qa-358446000073486597","requires_context":true,"popularity":null,"description":"QA, or Quality Assurance, involves the systematic monitoring and evaluation of the various aspects of a project, service, or facility to ensure that standards of quality are being met.","explanation":"Quality Assurance in software development refers to the processes and methodologies used to ensure the quality of software. This includes activities such as requirements analysis, software design, coding, source code control, code reviews, configuration management, testing, release management and product integration. QA aims to improve and stabilize production and associated processes to avoid issues that might negatively affect the product's performance or customer satisfaction.","use_cases":[],"strengths":[],"limitations":[],"organizations":null,"certifications":null,"deployment_options":null,"lifecycle":"active","revision":3,"updated_at":"2026-09-13T18:42:33.947156Z","reviewed_at":"2026-09-13T18:42:33.947156Z","source_freshness_at":"0001-01-01T00:00:00Z","aliases":["Q&A","QA Testing","Quality Assurance"],"category_ids":["cat_4GXGRJVHQ7EZ2Y0E2N17992C8K"],"domain_ids":["dom_2X4D437NC2Z8SS9XW53QGQRMQ4"],"classification_kind":"technology","sources":null,"external_ids":[{"system":"beast","value":"358446000073486597"}],"provenance":"Published taxonomy release 2026.10.7"},"release_version":"2026.10.7"}
