Explore the intersection of software analysis, machine learning, and legacy system modernization.
How we replaced a complete crypto-payment processing system using behavioral observation—no source code or documentation required. 150 million observations. Bit-level compatibility. Zero business disruption.
Read time: 4 minutes
Building on Google DeepMind’s groundbreaking sorting algorithm improvements, mimicry discovered further performance gains of up to 69%, demonstrating the power of combining human ingenuity with AI-based tooling.
Read time: 15 minutes
Understanding Legacy Systems: The Four Types of Obsolescence
Legacy systems fail in predictable ways. Learn about the four distinct types of problems—Technical Obsolescence, Architectural Obsolescence, Technical Debt, and Functional Obsolescence—and why your most successful systems often suffer the worst.
Want to learn more about legacy transformation and AI-powered software development?