Technical writing on AI, full-stack development, and lessons learned
January 18, 2026
2025 marked a pivotal year in artificial intelligence. AI systems evolved from passive tools into autonomous agents capable of complex, multi-step reasoning and action. A deep dive into what this means for software development and the future of building intelligent systems.
Retrieval-Augmented Generation (RAG) has become the go-to architecture for building AI applications that need to work with custom data. Key lessons learned from implementing several RAG systems in production environments.
A brief introduction to this journal: what to expect, why I'm writing, and the topics I'll be covering as I navigate the intersection of machine learning and practical software engineering.