AI ConductorAurelioCapriello
I direct AI agents to build verified software.
Much as a conductor doesn't play every instrument but makes the orchestra play, I direct teams of AI agents to design and build software — with the discipline it takes for the result to be reliable, not just a demo. I help companies and professionals adopt AI where it genuinely helps, and I build the software to get there: automation, custom assistants, integrations, complete platforms. Fifteen years of hands-on technical work before AI left me with one method: you don't ship what you haven't verified. The proof isn't a pitch — it's open-source products you can run.
Consulting, building and teaching — one throughline: AI you can actually trust. Pick where to start.
01Strict TDD
RED → GREEN → regression. A fix without a test that failed before it is not a fix.
02Adversarial gates
My own claims get attacked before shipping: falsification, caller verification, counterexamples.
03Blind validation
Independent models judge without seeing each other — confirmation bias designed out, deterministic verifier last.
04Provenance everywhere
Append-only audit trails, supersession over deletion, facts that carry their source. Not traceable = didn't happen.
Have an AI problem that needs to actually work?
From a one-hour consultation to a complete build: AI adoption, custom software, assistants, automation, reliability engineering, security audits. Everything verifiable is on GitHub; the rest I'll show you live. Remote worldwide, based near Milan.