🎓 AUTHORITY NOTE Drawing from 20+ years of software development experience, leading teams of 10-100 engineers, and having evaluated every major AI coding assistant in production environments. This represents hands-on, production-tested insights. Executive Summary Something shifted in how we write code over the past two years. It wasn’t a single announcement or product launch—it was […]
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Testing AI-Powered Frontends: Strategies for LLM Integration Testing
Testing AI-Powered Frontends: Strategies for LLM Integration Testing Expert Guide to Testing AI Applications with Confidence I’ve tested AI applications that handle streaming responses, complex state, and real-time interactions. Testing AI frontends is different from traditional web apps—you’re dealing with non-deterministic outputs, streaming data, and asynchronous operations. But with the right strategies, you can test […]
Read more →Frontend Performance Optimization for AI Applications: Reducing Latency and Improving UX
Frontend Performance Optimization for AI Applications: Reducing Latency and Improving UX Expert Guide to Building Fast, Responsive AI-Powered Frontends I’ve optimized AI applications that handle thousands of tokens per second, and I can tell you: performance isn’t optional. When users are waiting for AI responses, every millisecond matters. When you’re streaming tokens, every frame drop […]
Read more →Multi-Turn Conversations & Agent Threads in Microsoft Agent Framework – Part 5
Master multi-turn conversations with Agent Threads. Learn context management, persistence patterns, and human-in-the-loop workflows.
Read more →TypeScript for AI Applications: Type Safety in LLM Integration
TypeScript for AI Applications: Type Safety in LLM Integration Expert Guide to Building Type-Safe AI Applications with TypeScript I’ve built AI applications with and without TypeScript, and I can tell you: type safety isn’t optional for AI applications. When you’re dealing with streaming responses, complex message structures, and dynamic AI outputs, TypeScript catches bugs before […]
Read more →When AI Becomes the Architect: How Agentic Systems Are Redefining What Software Can Build Itself
🎓 AUTHORITY NOTE Based on 20+ years architecting enterprise systems and pioneering implementations of agentic AI in production environments. This represents real-world insights from deploying autonomous systems at scale. Executive Summary The moment I watched an AI system autonomously debug its own code, refactor a function, and then write tests for the changes it made, […]
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