Scope and non-claims
A proposal should show its limits.
TUN Systemic Management is an evolving discipline for organizations where people and AI systems recommend, coordinate, and act.
Updated 2 October 2026. Cite a source commit when reviewing this evolving draft.
Available now
A coherent draft and a narrow experiment.
- Proposed management discipline and twelve draft requirements
- Record and lifecycle guidance, templates, and threat model
- Two explicitly fictional worked scenarios
- Experimental JSON Schema profile and Python/SQLite pilot
- Synthetic fixtures, focused tests, and a named local validation report
Not yet supplied
No production or adoption claims.
- Production runtime, stable SDK, dashboard, or management agent
- Real authentication, provider adapter, or independently verified evidence
- Demonstrated interoperability with companion projects
- Validated organizational adoption or universal suitability
- Legal advice, external certification, or compliance evidence
Fictional scenarios
Illustrations are not reported results.
Both worked examples use fictional identities, dates, thresholds, costs, and observations. They explain reasoning and record relationships—not universal targets, software conformance, or real business improvement.
AI support initiative
A two-week assisted-drafting experiment connects outcome criteria, a bounded mandate, evidence limits, a pause decision, and preserved uncertainty.
Read source Fictional alternative scenarioIncident and mandate pause
A lost provider response keeps an effect unknown while management separates pause decision, control request, acknowledgement, and effectiveness.
Read sourceLimits matter in use.
The framework does not replace accountable leadership, domain judgment, financial systems, or application enforcement. It cannot infer customer benefit from a successful tool call or causality from correlation.
Documentation consistency checks establish coherence—not that a management process works in practice. A threshold assessment is not causal proof. A local reservation is not spend or executable authority.
Read the complete scope and non-claims ↗Project
Open source under the MIT License.
Maintained by Christopher Tun (@kochrisdev). Initial documentation developed with AI assistance.