
Systems built to be used
Selected software, AI systems, and shipped technical products. Each page records what exists, how it works, and how mature it is.
Kairos — Private AI Brain Assistant
A private desktop AI system that runs models locally through Ollama, manages external provider APIs deliberately, and routes every answer through bounded, cited context.
Datter AI
Audit corpus redundancy, select a smaller candidate set, and test whether it still clears a task-specific quality floor before paying to process everything.
FrontBrief.AI
An autonomous AI newsroom that researches the day's strongest signals, writes a five-item brief, designs a social lead, and ships web, LINE, and Instagram editions from one source.
Tharm Lift Log
A mobile-first training log built around the fastest gym loop: see last time, log the next set, and review whether training is progressing.


