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...
Messaging platforms evolved from just communication tools into full-scale super app ecosystems. They combine messaging, payments, commerce, entertainment, an...
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