GenAI
Your agent has amnesia
The three kinds of agent memory, how each one fails, and why your agent needs all of them
UI in the age of AI
When the backend can reason, what does it mean for the frontend?
A reality check on voiceover automation with ElevenLabs
An honest look at using AI voice generation for production video content—the wins, the friction, and whether it's actually worth it.
Turning Claude into a Football Opposition Analyst with MCP
How I used Model Context Protocol (MCP) to give Claude access to football event data in Neo4j, bridging the gap between raw data and actionable insights.
Turn your CSVs into Graphs using LLMs
A guide to using LLMs to generate a Graph data model from flat CSV files
Natural Language to Database Query with LangGraph
Natural language to database query is an integral part of Retrieval Augmented Generation (RAG). This post outlines how to create a LangGraph workflow that writes and corrects a Cypher statement.
Natural Language Queries on Pandas with LangChain and DuckDB
Using DuckDB to perform natural language search on a Pandas DataFrame