Tag: GitHub Copilot
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Zero-Touch QA: Automating Playwright Test Generation with Copilot Skills and MCP
Writing robust end-to-end tests for a live, multi-page application you do not own is notoriously difficult. Without access to local development environments, Storybook components, or internal feature flags, you are left manually inspecting the DOM to figure out how things work. However, the testing landscape is shifting rapidly. By leveraging GitHub Copilot’s extensible architecture, I…
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AI-Driven Development in Corporate Teams: A Strategic Implementation Guide
As a Lead Software Engineer who has observed numerous AI implementation attempts across various teams, I’ve seen the same pattern repeat countless times: teams rush to deploy AI tools expecting immediate productivity gains, only to find themselves struggling with inconsistent results, poor code quality, and frustrated developers. The recent discussion from r/VibeCoding about using AI…
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Streamlining Document Processing with LLM Support: A Case Study
Application Overview The main goal of the application is to streamline document processing using LLM capabilities. Users can upload one or multiple PDF documents, specify categories for classification, and authorize requests using a unique code provided by the application owner. The LLM processes the documents based on commands like “categorize received document,” but this functionality…