Abstract: Software testing is an essential yet costly phase of the software development lifecycle. While machine learning-based test suite optimization techniques have shown promise in reducing ...
Abstract: Current software engineering focuses on achieving higher quality and speed in development and generating value for the business. This article proposes combining scenario thinking from ...
An evaluation suite for agentic models in real MCP tool environments (Notion / GitHub / Filesystem / Postgres / Playwright). MCPMark provides a reproducible, extensible benchmark for researchers and ...
This project demonstrates how smart meter interval data stored in PostgreSQL can be transformed into a full analytics workflow and exposed through a FastAPI backend for web applications.
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