X Analyst: daily briefs from X
A small AI analyst that turns X sources and linked articles into a daily brief.
Open source for non-commercial use: GitHub
Florian Wolf
I build AI solutions for engineers.
Recent Builds
Recent Writing
How I keep up with AI on X without living there
I built X Analyst over the weekend to help me keep up with interesting AI stuff on X without spending so much time separating signal from noise.
How to give agents context that does not fall apart
Why filesystem-first context architectures work, where they break down, and how the same idea can be implemented with structured object spaces using small, composable primitives instead of bespoke tools.
Documentation is entering the runtime
As AI systems begin to consume documentation at runtime, documentation shifts from external reference to operational input. This article explains why in this setting runtime-coupled documentation becomes unavoidable, even more so for on-prem and regulated deployments, and why this is an architectural boundary, not a tooling choice.
Beyond vectors: Why semantic search breaks on engineering documents, and how to fix it
In domains where every letter, number, and logic gate matters, "close enough" in semantic similarity can be dangerously wrong. This article shows why vector search often fails on engineering content and describes a hybrid, structured approach that handles technical detail far more reliably.