This article compares manual and automated testing, and shows how Artificial Intelligence enhances automation with Playwright MCP, self‑healing tests, and smart generation. It covers drawbacks of both manual and automated approaches and explores such tools as KaneAI, Autify, BetterBugs, and Testmo.
Learn how to ensure application compatibility modernization of web application. Discover AI-powered legacy modernization strategies and best practices.
Automated deployment script for Traccar GPS tracking system creates a complete production environment with monitoring, security, and customization. It handles firewall configuration and systemd auto-restart. Designed for small-to-medium fleets. Deploys on the client’s own infrastructure.
While data encryption is standard, the real risk in healthcare systems comes from uncontrolled data flows and fragmented workflows. This article details four architectural solutions — from isolated infrastructure to real-time data capture — that keep sensitive data in controlled environments to reduce human error and prevent breaches.
This article explores how XB Software is evolving the Disciplined Agile Delivery (DAD) framework to integrate AI and Spec-Driven Development (SDD) without abandoning Agile principles. By shifting from a code-centric to a spec-centric model, the team introduces new governance roles and structured phases to ensure AI agents deliver consistent, maintainable results while keeping human oversight on architecture and intent.
Traditional project management with Work Breakdown Structure (WBS) fails in AI‑assisted development because hourly estimates become volatile, administrative overhead spikes, and value is delivered too slowly. The solution replaces WBS with Functional Slices (complete user value delivered in 1-3 days).
Bringing new AI-powered development tools into a large, established legacy project is rarely straightforward. While conversations around tools like GitHub’s ...
We often meet founders who come to us with a familiar story. They have a compelling concept, a functional application running on their machine, and the sense...
This article describes how XB Software built a local, on‑premise AI agent that automatically extracts actionable work items from unstructured monthly developer reports. The pipeline uses a locally hosted Gemma 4 E2B model to normalize text, filter out vague entries, enrich available data with Jira ticket descriptions, and apply vector embeddings for duplicate detection. The CPU‑only architecture ensures data sovereignty, eliminates cloud vendor lock‑in, and provides a predictable, low‑cost autom
Construction and infrastructure projects face growing data volumes, tighter deadlines, and increasing reporting inconsistencies. Incomplete work lists, dupli...
Apache Cordova has been the backbone of countless hybrid mobile applications for over a decade. It empowered developers to package their web app code into mo...
The explosion of enterprise data not necessary translates into better business decisions. In practice, many companies now have sprawling data lakes, w
Nowadays, Artificial Intelligence is booming, but not every solution is interchangeable, especially in a clinical setting. General-purpose models are
AI coding assistants have made developers incredibly fast since the start of the AI boom, but this new speed often comes at a hidden cost. The IT indu