AI in Robotics: A Guide to Architecting a Resilient Autonomous Drone Swarm
Key Takeaways Decentralization is Essential: For a truly resilient and scalable autonomous swarm, a decentralized architecture is superior to a centralized one. Each drone operates as an…
AI for Insurance Fraud Detection: A Guide to Neuro-Symbolic Systems
Key Takeaways Black-Box AI is Insufficient: Standard machine learning models that only provide a “fraud score” are not enough for regulated industries because they lack…
Stop Drowning in AI Hype: A Builder’s Guide to Predicting the Future
How to Predict the Future of AI Focus on First Principles: Stop chasing daily headlines. Instead, understand the fundamental engineering and economic drivers that cause technological leaps.…
A Practical Guide to Production Prompt Management
Key Takeaways from This Guide Prompts Are Not Code: Treat prompts as versioned, deployable assets with their own lifecycle, separate from your application’s code. Decouple to Iterate…
Drone Object Detection: A YOLOv12 & Jetson Orin Nano Guide
Key Takeaways Edge Computing is Essential: For autonomous drones, object detection must run on the device itself (the edge) using a board like the NVIDIA Jetson Orin Nano to ensure low latency…
Chatbot Testing: A Glass-Box Approach for RAG Pipelines
Key Takeaways Black-Box Chatbot Testing is Not Enough: Simply checking the final output of a chatbot is insufficient because it doesn’t reveal *why* a failure occurred within the…
Chatbot Evaluation, Tracing, and Testing
In this article, we will build and improve an HR Assistant RAG-based application. The application itself is quite simple, but it would help us explore extremely important concepts when it…
Building a Legal Chatbot with Knowledge Graphs & LangGraph
Key Takeaways from This Guide Standard RAG is Not Enough for Legal Chatbot: Simple vector search fails at answering relational questions (e.g., “Which parties are governed by New York…
Conversational AI Agent for BI Dashboards: A Practical Guide
Key Takeaways Solve the “Last Mile” of BI: A conversational AI agent bridges the gap between static dashboards and specific, ad-hoc user questions, making data insights accessible…