RAGs and Agents - Practical AI Beyond Pure Language Models
How Retrieval-Augmented Generation and AI agents transform LLMs from text predictors into capable systems that can access knowledge and take actions
How Retrieval-Augmented Generation and AI agents transform LLMs from text predictors into capable systems that can access knowledge and take actions
Lessons learned from months of AI-assisted development and how to maximize productivity while maintaining code quality
A deep dive into how artificial neurons work, how networks learn through backpropagation, and how modern architectures like CNNs, RNNs, and transformers process different types of data
A journey through the data structures, search algorithms, and optimization techniques that actually power the AI systems everyone talks about
Exploring Data Oriented Design through a high-performance particle simulation. Learn how restructuring data around access patterns rather than objects can unlock 3-5x performance improvements and h...
Analysis of a DIY USB-powered night light circuit using a photoresistor and an NPN transistor
A critical look at AI-assisted coding, discussing the importance of human oversight, common pitfalls, and how AI can enhance but not replace developer productivity.
A rover from scratch for learning SLAM and robot AI
Lessons learned with the hot new methodology
From Basic Functionality to Advanced Architecture