My AI Workflows + AI Tools & Central Logging
My current AI workflows, how multiple agents work together, and how I built centralized logging for client-side and backend application telemetry.
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Ideas forged in real systems.
Notes on modernizing financial-market infrastructure and on the tools, habits, and architecture that make great software work possible.
While this site was created with AI's help and my resume was simplified with it, my writings are written in pure human-to-human communication style - sometimes it might contain a bit unpolished, maybe even a little broken, language.
Refactoring with AI Tools and Effective Questioning
I find refactoring to be one of the most useful tasks to give to AI tools. Based on my experience they do these jobs thoroughly and with high quality, if guided well.
Read articleConstitutive Tokenization: What the Chain Should—and Shouldn't—Do
Counterpoints and ideas on constitutive tokenization, records of ownership, the Walkaway Test, and what blockchains should do.
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