Design Development QA

Building Custom MCP Infrastructure for QA: Why a TestRail Integration Was the Right Place to Start

AI-assisted engineering workflows have made one thing clear: model capability is only part of the solution. The real impact happens when AI operates within the systems where work actually gets done. While a large language model (LLM) can summarize requirements, suggest test coverage, or generate automation logic, it often can’t work effectively across the various […]

AI Development QA

How to choose map technology for Android apps – and where ARCore and AI actually help

The right map technology for your Android app depends mostly on two things: what your team already knows, and your budget. That sounds less exciting than comparing feature lists, but it’s the truth. Teams rarely fail because they picked the “wrong headline feature.” They fail because they underestimated long‑term costs or chose something their team […]