Test Development Learning Exchange
This guide shows how to design API test cases in XMind, automatically generate pytest scripts with Allure reporting, export YAML/Excel files, and integrate the whole workflow into GitHub Actions for seamless CI/CD execution.
This article reexamines software quality, shifting from defect‑centric metrics to a holistic view that combines user value, system reliability, delivery speed, and cross‑team collaboration, and provides concrete company‑level dimensions and test‑team practices to achieve truly high quality.
This guide compiles over a hundred high‑frequency interview questions covering functional testing, API automation, performance testing, Linux commands, Docker, Kubernetes, and test leadership, each paired with concise answer points to help quality engineers prepare effectively and secure their next offer.
Learn how to implement an automatic token‑refresh mechanism for API automation tests using Python’s requests and tenacity libraries, covering token refresh strategies, intercepting 401 responses, retry logic, client design, and production‑grade enhancements to ensure robust, unattended test execution.
This guide compiles the most frequently used kubectl commands for automated testing in Kubernetes, covering context management, service status checks, log retrieval, port forwarding, and practical tips, enabling test engineers to quickly verify deployments, troubleshoot failures, and integrate checks into CI/CD pipelines.
Learn how to expertly extract status codes, parse JSON bodies, verify headers, and implement defensive checks in Python's requests library, turning simple API calls into reliable automated test cases with clear assertions and reusable response handling patterns.
This guide explains how to correctly use params, json, data, and files in Python's requests library for GET, POST/PUT, and multipart requests, highlighting common pitfalls, debugging tips, and when to choose each method to avoid typical API errors.
This guide explains why maintaining login state is essential for API automation, details the classic Session‑Cookie mechanism, shows how to simulate it with Python's requests.Session, explores token‑based alternatives like JWT, and provides best‑practice tips and debugging techniques.
Effective API automation requires nuanced handling of HTTP status codes—beyond the simplistic 200‑success rule—by categorizing 2xx, 4xx, and 5xx responses, asserting appropriate ranges, validating business fields, and integrating unified fixtures to detect real failures, client errors, and server defects.
This guide reveals what the ping command truly measures, debunks common misconceptions, and provides practical examples—including advanced flags, continuous monitoring scripts, and automation techniques—to help engineers accurately diagnose network connectivity and performance issues.
