Tech Thoughts: Stop building agents that loop endlessly on the sa...

Tech Thoughts: Stop building agents that loop endlessly on the sa...: Stop building agents that loop endlessly on the same broken task. Most agents fail because they lack a robust error-handling strategy for to...

Tech Thoughts: Most developers think tool-calling is just about l...

Tech Thoughts: Most developers think tool-calling is just about l...: Most developers think tool-calling is just about letting an LLM choose a function. They are missing the bigger picture: the importance of sc...

Tech Thoughts: AI Observability: You Can't Improve What You Can't...

Tech Thoughts: AI Observability: You Can't Improve What You Can't...:   Subtitle: Why monitoring AI applications in production requires more than checking whether the application is running Introduction: The De...

Tech Thoughts: Vector Databases Explained: How AI Finds Meaning i...

Tech Thoughts: Vector Databases Explained: How AI Finds Meaning i...: Subtitle: Understanding embeddings, similarity search, metadata filtering, and the architecture behind modern AI applications. When building...

Tech Thoughts: RAG Explained: How to Give AI Access to Your Own K...

Tech Thoughts: RAG Explained: How to Give AI Access to Your Own K...: Subtitle: Understanding Retrieval-Augmented Generation, from document processing and vector search to reliable, source-grounded answers. One...

Tech Thoughts: Stop treating your LLM agent like a chatbot and st...

Tech Thoughts: Stop treating your LLM agent like a chatbot and st...: Stop treating your LLM agent like a chatbot and start treating it like a state machine. Most developers fail when building agents because th...

Tech Thoughts: AI and Data Privacy: Building Intelligent Systems ...

Tech Thoughts: AI and Data Privacy: Building Intelligent Systems ...: Subtitle: Practical architecture principles for protecting business information in AI-powered applications. Artificial intelligence becomes ...