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This guide explains how to export a Feishu knowledge base, configure required Feishu app permissions, set environment variables, and install the Feishu Pages npm package to generate a static website using a Markdown‑based static page generator, supporting CI/CD workflows.
TestAgent introduces an open-source 7B large language model tailored for software testing, offering multi‑language test case generation, automatic assert completion, and a lightweight engineering framework with quick‑start scripts, performance benchmarks, and deployment options for various hardware accelerators.
The article argues that the essence of software testing is risk avoidance, explores why bugs arise from user expectations, outlines three core challenges—investment, recursion, and measurability—and proposes balanced semi‑automated testing strategies to reduce bugs while acknowledging the limits of full automation.
This article introduces XMind2TestCase, a Python‑based tool that converts XMind mind‑maps into test‑case files (CSV, XML, JSON), explains its installation, command‑line and web usage, and discusses the advantages and challenges of using mind‑maps for test case design in agile environments.
This article explains how to prepare the Spark API environment, define prompts for an AI model, and automatically generate valid and invalid equivalence classes and corresponding test cases for a subway ticket self‑service purchase system, complete with expected outcomes.
Evaluating language models solely with ROUGE or BLEU is insufficient, so comprehensive benchmarks like GLUE, SuperGLUE, MMLU, C‑Eval, and HELM provide diverse tasks and metrics that more accurately assess linguistic understanding, knowledge acquisition, and robustness across English and Chinese NLP systems.
This guide introduces Watchdog, an upgraded, web-based security platform derived from Bayonet, and provides step-by-step instructions for installing, configuring, and deploying it across multiple Ubuntu nodes, including database setup, Flask service launch, and activation of sub-domain, port, URL, and Xray scanning modules.
This article explains how to calculate and improve the ROI of automated testing, introduces the 3KU rule for prioritizing test layers, discusses tool selection, script reuse, left‑ and right‑shift testing, and provides metrics and pipeline designs to achieve high‑impact test automation.
This article provides concise English explanations for common DevOps interview topics, covering the fundamental differences between DevOps and Agile, the reasons for adopting DevOps, its business and technical benefits, essential tools, CI practices, KPI metrics, and practical guidance for implementing DevOps in organizations.
This guide introduces Scanless, a Python‑based tool that leverages third‑party online scanners to conduct anonymous port scans, explains how to install it via Git and pip, demonstrates command‑line usage and Docker support, and lists the supported scanning services.
