Michael Handy
Circular Deduction began with a repeatable but largely tacit founder decision-governance pattern. AI-assisted development helped extract, formalize, challenge, and test that expertise, progressively converting it into a governed architecture designed to become portable beyond the founder.
One piece of that tacit founder language is “calculating the logic curves”: tracking how a consequential decision’s reasoning trajectory bends as evidence, contradiction, uncertainty, constraints, authority, and observed consequence change. Circular Deduction externalizes that intuition as a reconstructable Decision Trajectory rather than treating it as hidden judgment.
Professional experience informs the work. No employer, Tribal, vendor, or client deployment, endorsement, outcome, or independent validation is implied.