A thesis is only worth what you can ship against it. I've been shipping software since 1995 — and for seventeen of those years I've led Clevyr, an Oklahoma City software firm that has delivered more than a hundred production systems with a thirty-plus-person, fully onshore team, for clients from Legacy Bank to Koch Industries to the Oklahoma City Thunder.
That track record is the ground the rest of this site stands on. Lately the work runs straight at the hard part: compliance systems for regulated industries — energy, lobbying, banking — where being able to prove what a system did isn't a feature, it's the whole point. I don't only argue that governance belongs inside the architecture; I build the teams that put it there, on deadlines, for real users.
Here's the problem every enterprise deploying AI agents is walking toward: these systems are amnesiac, and the moment their memory becomes persistent, what they remember, who can see it, and whether you can prove what they knew becomes the next regulated problem no risk committee has named yet. Building what meets it — provenance you can audit, memory you can govern — is the work.
