GBrain Knowledge infrastructure
A private knowledge layer for searchable context, citations, and agent workflows that stay close to the source.
Independent systems builder
01 / 05
Useful systems,
carefully made.
02 / Selected work
Systems with a point of view.
A few threads I keep returning to: turning information into usable context, giving agents safer tools, and keeping personal infrastructure legible.
View
Vector Architect Retrieval architecture
A source-led workspace for structured memory, integrity checks, and a clean MCP surface that other tools can extend.
Agent operations Runtime reliability
Practical work around agent sessions, process lifecycle, and the details that make automation trustworthy.
Home infrastructure Self-hosted systems
Small, useful infrastructure: network services, backups, and constrained devices that stay observable and recoverable.
03 / About the work
Clear interfaces.
Honest failure modes.
I like work that sits between the diagram and the lived reality: systems that another person can operate, inspect, and trust six months later.
- Focus
- AI systems · tooling · operations
- Approach
- Human-gated · source-led · durable
- Now
- Building useful things in public
04 / Open source
Recent on GitHub.
Looking for public repositories…