For the better part of twenty years, I’ve viewed software architecture through a lens of "Sense-and-Respond." Whether leading development or stewarding technology strategy, the goal has remained constant: reduce cognitive load, enable self-service, and maintain a clear, responsible path through technical complexity. Recently, I’ve found myself applying this same logic...
The guide "Agent-Native Architectures", by Dan Shipper and Claude, explores a fundamental shift in software development: moving away from traditional, code-heavy applications toward "agent-native" systems. In this new paradigm, AI agents are not just add-on features but the primary engine of functionality. The document, co-authored by Dan Shipper and Claude,...
The OECD report, "Intellectual property issues in artificial intelligence trained on scraped data" published in February 2025, provides a comprehensive analysis of the complex interplay between artificial intelligence (AI) and intellectual property (IP) rights, with a particular focus on data scraping for AI training. The paper aims to inform policymakers...
PDF Download: 2025 AI Copilot Code Quality Report Introduction AI code assistants have become increasingly prevalent, with 63% of professional developers using AI in their workflow in 2024, according to Stack Overflow. The primary motivation behind this adoption is increased productivity—AI tools enable developers to generate more code quickly. However,...