Projects
Software, tools, websites, and systems I am building around ownership, structure, practical use, and real problems.
What I Am Building
Bonumark Stream
A microblog and short-form publishing system for people who want their thoughts, updates, photos, and notes on a site they control instead of trapped inside social networks.
Carceris
A corrections-focused tool shaped by real jail experience and practical facility needs. It is being built for clear records, usable workflows, accountability, and pressure-tested use.
Project Notes
Builder Receipt: Making Cypher More Reliable
A private assistant does not earn trust by sounding smart. It earns trust by using the right context, performing the right action, and proving what actually happened. This…
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Cypher Is Starting to Keep Up
Cypher is not a finished product I am pretending is ready. It is a private system I am building through real failures, real corrections, and the hard work…
Why I Built Cypher, My Private AI Assistant
At some point, AI stopped being a place I went for random answers. It became part of how I work through real life. I use it to shape…
Why I Built Bonumark Stream
A short post should not have to disappear into someone else’s feed to be worth sharing. I built Bonumark Stream because I wanted the speed of social posting…
Why I Build This Way
Some ideas do not leave you alone. They keep showing up as problems, workflows, frustrations, and half-built solutions until you finally give them somewhere to live. Ideas Need…