Engineering Reliable Agents with Ragas
Moving beyond the "Vibe Check" by instrumenting LangChain agents with the RAG Triad metrics.
Jan 24, 202610 min read
AgentsTestingRagasLangChain
Engineering Log
Thoughts on AI, Architecture, and Production Systems.
6 articles
Data Mesh: The Hidden Engine of AI
Why your AI Agents are failing: They are trying to drink from a swamp. The model is not the bottleneck, the data architecture is.
Jan 10, 202615 min read
Data ArchitectureAI Agents
Prompt Engineering That Actually Works
Stop telling the model to 'Act as Steve Jobs.' The engineering reality of reliable prompting.
Dec 5, 20258 min read
AI EngineeringPrompts
The Future of AI Agents in Production Systems
Exploring the architectural patterns and challenges of deploying autonomous AI agents at scale.
Aug 15, 202512 min read
AI AgentsArchitecture
Why RAG Systems Fail (And How to Fix Them)
Common pitfalls in retrieval-augmented generation and practical strategies for building robust systems.
Jun 12, 202510 min read
RAGLLMs
Algorithmic Fundamentals: Gradient Descent
Behind ChatGPT, Midjourney, and every modern neural network lies one simple, powerful idea for finding the "bottom of the valley."
Apr 15, 202512 min read
AI FundamentalsAlgorithms