When AWS announced Bedrock in 2023, I was skeptical. Another managed AI service promising to simplify generative AI adoption? We had seen this movie before with various cloud providers offering half-baked solutions that worked great in demos but crumbled under production workloads. Two years and dozens of enterprise implementations later, I can confidently say that… Continue reading
Tag: Claude
Generative AI Fundamentals: A Practical Guide to the Technology Reshaping Software
Cut through the hype and understand what Generative AI actually is, how it works, and why it matters. A hands-on introduction for developers and architects ready to build with LLMs.
The Vibe Coding Revolution: How AI Assistants Are Redefining Developer Productivity in 2025
The term “vibe coding” emerged organically from developer communities in late 2024, describing a new paradigm where programmers collaborate with AI assistants not just for code completion, but for entire development workflows. After spending two decades writing code the traditional way, I’ve spent the past year deeply immersed in this new world—and the productivity gains… Continue reading
AWS Bedrock: Building Enterprise Generative AI Applications on AWS
AWS re:Invent 2024 brought significant updates to Amazon Bedrock, and after spending the past month integrating these capabilities into production systems, I want to share what actually matters for enterprise adoption. Having built generative AI applications across multiple cloud platforms over the past two decades, Bedrock represents a meaningful shift in how we can deploy… Continue reading
Claude API Deep Dive: Building with Anthropic’s Models
A comprehensive guide to the Anthropic Claude API covering Claude 3.5 Sonnet, tool use, vision, computer use, and production best practices.
AI Security: Defending Against Prompt Injection and LLM Attacks
A comprehensive guide to securing LLM applications against prompt injection, jailbreaking, and data exfiltration attacks. Includes production-ready defense implementations.
Building Production AI Applications with .NET 8 and C# 12
When .NET 8 and C# 12 were released, I was skeptical. After 15 years building enterprise applications, I’d seen framework updates come and go. But this release changed everything for AI development. Let me show you how to build production AI applications with .NET 8 and C# 12—using actual C# code, not Python wrappers. Figure… Continue reading