Technology / AI Engineering
Technology / AI EngineeringVector Database Selection at Scale: The Decision Tree Your Architecture Diagram Is Missing
After auditing 14 production RAG systems, the consistent failure pattern is vector DB selection based on recall benchmar
Read more →
Technology / AI EngineeringAgents Are State Machines. Your Framework Is Lying to You.
Every major agent framework markets itself as 'reasoning-first,' but under the abstraction layers they are finite state
Read more →
Technology / AI EngineeringContext Engineering Is the New Prompt Engineering — and Most Teams Are Doing It Wrong
Long context windows relocated the memory problem rather than solving it; the teams shipping reliable agent systems in 2
Read more →
Technology / AI EngineeringThe RAG Architecture Anti-Pattern That Is Costing You 40% of Your Inference Budget
A financial-services client was running a multi-stage RAG pipeline with fixed-size chunking, single-pass vector retrieva
Read more →
Technology / AI EngineeringI Built a Multi-Agent System With LangGraph in a Weekend. Here Is What Broke and What Held.
I rebuilt a workflow I had been running manually for six months as a three-agent LangGraph system. Two of the three agen
Read more →
Technology / AI EngineeringRAG Pipelines That Survive Compliance: An Enterprise Architecture Blueprint
A RAG system passed a demo but failed legal and audit review when pushed towards production in financial services. This
Read more →
Technology / AI EngineeringAgents Are Just State Machines: How I Rebuilt a LangGraph Workflow From Scratch
I deconstructed a non-trivial agent workflow in LangGraph, then re-implemented it as a plain Python state machine with q
Read more →