--- title: "Software Development Insider at XB Software (@xb-insider) | Hashnode" description: "Inside view of real-world software development. Read the latest articles by Software Development Insider at XB Software on Hashnode." url: "https://hashnode.com/@xb-insider" --- @xb-insider # Software Development Insider at XB Software @xb-insider · Warsaw, Poland · Joined June 2026 Inside view of real-world software development ### [How to Build an AI-Based Semantic Search for a Fitness App](https://xbs-insider.hashnode.dev/ai-based-semantic-search-for-fitness-app?utm_source=hashnode&utm_medium=feed) See how AI semantic search helps fitness apps improve content discovery by matching user intent with existing nutrition, workout, and health articles. 9 min read · [xbs-insider.hashnode.dev](https://xbs-insider.hashnode.dev/ai-based-semantic-search-for-fitness-app?utm_source=hashnode&utm_medium=feed) [Oct 27](https://hashnode.com/posts/ai-based-semantic-search-for-fitness-app/6ae0a5a5e37f1a39e02fc248) ### [Legacy Construction Software Modernization: How Mid-Sized Contractors Can Eliminate Operational Silos](https://xbs-insider.hashnode.dev/legacy-construction-software-modernization?utm_source=hashnode&utm_medium=feed) Learn how contractors modernize construction software, eliminate data silos, improve visibility, and coordinate projects without disruptions. 9 min read · [xbs-insider.hashnode.dev](https://xbs-insider.hashnode.dev/legacy-construction-software-modernization?utm_source=hashnode&utm_medium=feed) [Oct 23](https://hashnode.com/posts/legacy-construction-software-modernization/6adb77ee69dcfbd64b366518) ### [Building a Multi-Tenant Predictive Risk Intelligence Platform for Future Drilling Region Assessment](https://xbs-insider.hashnode.dev/predictive-risk-intelligence-platform-future-drilling-region-assessment?utm_source=hashnode&utm_medium=feed) How predictive risk intelligence helps assess future drilling regions using incident correlation, AI risk scoring, geospatial data, and risk signals. 11 min read · [xbs-insider.hashnode.dev](https://xbs-insider.hashnode.dev/predictive-risk-intelligence-platform-future-drilling-region-assessment?utm_source=hashnode&utm_medium=feed) [Oct 14](https://hashnode.com/posts/predictive-risk-intelligence-platform-future-drilling-region-assessment/6acf4b88c84eb2687d33b142) ### [AI in Application Modernization: How It Works Under the Hood](https://xbs-insider.hashnode.dev/ai-assisted-application-modernization?utm_source=hashnode&utm_medium=feed) Discover how AI improves application modernization through discovery, code translation, and testing, while engineers remain critical to managing risks 10 min read · [xbs-insider.hashnode.dev](https://xbs-insider.hashnode.dev/ai-assisted-application-modernization?utm_source=hashnode&utm_medium=feed) [Aug 24](https://hashnode.com/posts/ai-assisted-application-modernization/6a8c36c4093e8f2956e38e41) ### [Manual vs. Automated Software Testing With AI Supercharges](https://xbs-insider.hashnode.dev/manual-vs-automation-testing?utm_source=hashnode&utm_medium=feed) Discover the key differences between manual testing vs automation testing in this guide. Learn when to use each approach for optimal results. 8 min read · [xbs-insider.hashnode.dev](https://xbs-insider.hashnode.dev/manual-vs-automation-testing?utm_source=hashnode&utm_medium=feed) [Jul 31](https://hashnode.com/posts/manual-vs-automation-testing/6a6c5d959cacc3a5134b60e1)