Good artifact candidates
Start with narrow, consequential surfaces
- agent reasoning outputs before tool action
- reviewable decision artifacts before merge
- golden fixture families in CI
- scientific workflow artifacts before expensive downstream compute
Category explainer
Reasoning artifact verification
A reasoning trace can explain what happened. A reasoning artifact should be structured enough to validate, canonicalize, compare, and gate before action.
Organetic uses this distinction to keep AI reasoning verification narrower than generic AI governance. Tobi Validator validates reasoning artifacts as a released validator-first CLI.
Distinctions
Verification is not the same as evaluation, tracing, or connection
Evaluation
Measures performance or behavior. It does not by itself establish a canonical artifact.
Tracing
Records a run. It can help debug, but a trace is usually not stable evidence for canonical comparison.
Verification
Checks whether an artifact fits a validator-backed canonical path and can be used as a gate surface.
Not enough
Weak candidates usually remain too vague
- raw chat logs with no canonical form
- large free-form traces that cannot be compared
- scores without validator-backed artifact evidence
- policy prose that is not executable or checkable
Tobi Validator path
Move from artifact candidate to validator gate
Use Tobi Validator to test a small artifact family first. Inspect canonical ASCII, _h, and deterministic diagnostics before widening usage.