Sink

As we enter 2025, user experience design is undergoing a significant evolution, bringing breakthrough changes in human-machine interaction…

When talking about REST, it is worth reading the dissertation of Roy Thomas Fielding. The original paper that describes RESTful web, “Architectural Styles and the Design of Network-based Software Architectures” Roy T. Fielding (2000), introduces the Representational State Transfer (REST) architectural style as a framework for designing scalable, performant, and maintainable networked systems, particularly web services.

All four big breakthroughs in LLMs happened because we unlocked a new source of data. What will be the next one?

Get on the same page. Contribute to dev-cycles/contextive development by creating an account on GitHub.

Source code accompanying O'Reilly book: Machine Learning Design Patterns - GoogleCloudPlatform/ml-design-patterns

Many of us became software engineers because we found our identity in building things. Not managing things. Not overseeing things. Building things. With our own hands, our own minds, our own code. But that identity is being challenged. AI coding assistants aren’t just changing how we write software - they’re fundamentally transforming who we are. We’re shifting from creators to orchestrators, from builders to overseers. From engineers to something that looks suspiciously like… managers.

AI coding assistants excel at specific types of tasks, but fail impressively elsewhere. Use the Constraint-Context framework to identify which tasks are best for AI, and learn how to re-frame your problems so that AI can accelerate more of your work.