Why You Shouldn’t Use LLMs for Every Decision: Building Fast, Calibrated AI Agents with Jev If you build autonomous AI agents in production, you are familiar with the latency bottleneck. A standard agent workflow operates in an iterative loop: perceive → decide → act → evaluate. In early implementations, developers defaulted to routing every step […]
Introduction Learn how to leverage AI agents to transform one requirement into reviewed specification, architecture, Flutter implementation, tests, and proof-of-release. My previous article discussed how specifying a well-defined specification can help developers and AI agents in a reliable manner. However, what would happen if an agent had to learn the product, design, implement, test, and […]
Introduction Artificial Intelligence is rapidly becoming a key component of modern enterprise applications, enabling businesses to automate workflows, understand documents, perform intelligent searches, and deliver personalized user experiences. However, building production-ready AI solutions involves much more than integrating an AI model—it requires seamless integration with existing .NET architectures while ensuring security, scalability, reliability, and governance. […]
Introduction Every AI tool we use daily, Cursor for coding, ChatGPT for everything else, runs on the same underlying economy: tokens. Every word it sends back costs tokens, and every word already in the conversation gets re-read, and re-billed, on every reply after that. Most sessions burn through far more of that budget than they […]
Let’s Start With a Honest Question How many times have you jumped straight into coding, only to realize halfway through that you misunderstood the requirement? Or worse — you built exactly what was asked for, but not what was actually needed? If you’ve been in software development for more than a few months or years, […]
Our Quietest Team Member: How AI Changed the Way I Think About Testing It doesn’t attend stand-ups. It doesn’t ask questions during meetings. It doesn’t even have a Microsoft Teams status. Yet somehow, it has become one of the busiest members of our QA team. It Joined the Team Without Anyone Noticing A few months […]
Introduction Every Friday, before sending the weekly status report, I repeated the same routine: open the backlog, scan 60+ rows, identify what changed, extract blockers, update the RAID log, and reformat everything into a professional delivery report. It took 60–90 minutes every week, and almost none of it required real thinking – it was simply […]
Introduction Generative AI is everywhere, and Adobe is no exception. From content creation to software development, Adobe is integrating AI across its ecosystem to help users work smarter and faster. In this blog series, we’ll simplify Adobe’s Gen AI ecosystem and explore the tools that can make a real difference in your day-to-day work. In […]
Cursor AI for .NET Developers: Coding Smarter, Not Harder Introduction Modern .NET development involves more than writing business logic. Developers regularly spend time creating boilerplate code, understanding unfamiliar codebases, debugging issues, writing tests, and switching between documentation and multiple tools. Cursor AI helps reduce that overhead by bringing AI-assisted code generation, code understanding, refactoring, debugging, […]
