// building in public
Building in public.
One problem at a time.
I'm Richard, a cybersecurity and SaaS product manager tinkering on personal projects with AI. This is where I share what works, what breaks, and what I'd tell someone starting from zero.

Richard Muffler
PM · security · AI builder
currently building
probl.me — this blog, in public.
+ Celly, a sister product.
+ Celly, a sister product.
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The first articles are in the pipeline. Check back soon.