FeaturedAI / SYSTEMS
Evi
A persistent, user-defined AI assistant architecture built around memory, provenance, validation, capabilities, and local intelligence.
Explore Evi →Independent workshop
Build.Break.Understand.Repeat.
BuzzTinker is an independent workshop for AI, software, systems, web experiments, and the occasional idea that probably should not work.
Projects
Things being built.
Next project
There is always another experiment.
From the lab
Experiments before conclusions.
Benchmarks
Measure what actually happened.
Prototypes
Build the strange version first.
Failures
Keep the evidence when things break.
Notes
Document the lesson before moving on.
Journal
Understanding is part of the build.
BuzzTinker keeps the reasoning, experiments, failures, and architectural decisions visible. The point is not only to make things work. It is to understand why they work.