Modernizing Software Delivery for the AI Era.

Navigating the Technical Debt Crisis in Financial Services

Leveraging AI-Augmented Development to Mitigate Systemic Risk and Reclaim Operational Alpha

The ROI of Training

This article builds the financial case for investing in staff training, covering both hard metrics and intangible cultural benefits such as retention, innovation, and institutional knowledge. It applies the Phillips ROI Methodology to a real-world AI training example with concrete productivity and cost calculations.

Using Hierarchical State Diagrams to Tame State Explosion Representation in Complex Software State Diagrams

As systems grow complex, flat state diagrams suffer from state explosion where the number of states and transitions becomes unmanageable for testers. Hierarchical state diagrams address this by grouping related states into superstates, enabling shared transitions, history state tracking, and multi-level test coverage without redundant duplication.

Building Scalable Resilient and Efficient Systems with the GitHub Well Architected Framework

Breaks down the Architecture pillar of the GitHub Well-Architected Framework, covering scalability, resiliency, efficiency, modularity, interoperability, and observability. Connects design principles to concrete checklists and implementation recommendations for enterprise platforms.