Ubiquitous Journal
Blog
Notes on memory, context, and reliable AI — from building Ubiquitous.
AI Coding Agents Don't Need Better Prompts. They Need Better Documentation Access.
We keep expecting AI coding agents to build production software from prompts. That's kind of insane when you think about it.
Read full articleSo I'm Building a Documentation Registry for Agents
Create a structured, machine-readable directory of the technologies we actually use to build software.
Read full articleHallucination and Drift: The Two Problems That Make AI Unreliable
AI can sound confident even when it is wrong. But hallucination is only part of the issue — drift makes systems increasingly unreliable as work goes on.
Read full articleThe Better Workflow for Coding Agents
The architecture I'm interested in looks more like this: User gives the coding task, and the agent retrieves authoritative documentation instead of guessing.
Read full article