Trust and governance · Framework history

A version number is useful only when it tells you whether the decision method changed.

This history is designed to separate editorial maintenance from methodology evolution. A new number should communicate change meaning, affected surfaces and decision impact—not simply make the page look governed.

By Pero BaldjievUpdated 16 August 2026Versioning standardTrust and governance5 min read
Method lineageDecision impactNo version theatre

Three change meanings

SERPIFAI uses patch-like, minor-like and major-like language as a communication aid. It does not claim strict Semantic Versioning compliance for editorial methodologies.

CURRENT METHODStable decision contract
NO METHOD CHANGE

Maintenance / patch-like

Presentation, metadata, spelling, accessibility or implementation repair that does not change the decision logic.

METHOD EVOLUTION

Material compatible evolution

A clarified or expanded method that preserves the central decision contract but changes how it is applied or explained in a material way.

REOPEN

Breaking / major change

Core classification, required evidence, gate, output meaning or safe-use boundary changes enough that prior outputs may need reinterpretation.

Materiality matrix

ChangeClassDecision consequence
Typography, layout, responsive repairMaintenanceNo change to decision method.
Source refresh with same supported conclusionUsually maintenanceRecord source review where material; do not imply method change.
New explanatory exampleUsually maintenanceVersion only if it changes the method contract or safe use.
Weight, threshold or gate changeMaterial methodology changeNew method identity and parity/fixture review.
New classification or changed output meaningMaterial methodology changeAssess migration and prior-result comparability.
Removal of a method because it is unsafe/obsoleteRetirementPreserve a clear superseded/retired record.

What a real version record contains

Method name

The stable public identity of the decision method.

Effective version

The method identity that produced a given output.

Change summary

What changed in decision-relevant terms, not a generic 'updated'.

Affected surfaces

Article/page, web tool, workbook, PDF, schema, downloads or other product components.

Decision impact

Whether old outputs remain comparable, need reinterpretation or should be retired.

Evidence + tests

Which fixtures, parity checks and direct tests were rerun after the change.

Current public method entry

The Competitor Fit Challenge currently publishes Methodology 1.1. Version 1.0 remains part of the historical lineage; it is not the current public contract.

Earlier public baselineMethod v1.0Superseded by the accepted 1.1 contract
→
Current public contractMethod v1.1Accepted and browser-reviewed

Public terminology clarified

Relationship Fit is the canonical public term. Framework Fit remains the tool-facing label for the same deterministic six-lens score.

Evidence stays separate

Evidence Readiness remains a separate decision layer. It is not multiplied into the fit score, and weak evidence can produce MORE EVIDENCE REQUIRED.

Comparability preserved

The 1.1 reconciliation did not authorize silent confidence arithmetic or a hidden replacement method. Future weight, gate, output-meaning or safe-use changes still require a new accepted method record and retest.

LINEAGE RULE

Superseded does not mean erased

Older method identities remain part of the record so a prior output can be interpreted against the method that produced it. A newer accepted contract becomes current only through an explicit change record; it does not silently replace history.

Two ways version histories fail

Questions about versions

Does every page edit need a new method version?

No. Maintenance that does not change decision logic should not create a method-version event.

Why mention Semantic Versioning if this is not software API versioning?

Because SemVer demonstrates a useful principle: the number should communicate the meaning of change. SERPIFAI uses that principle as an analogy, not as a claim of strict compliance.

What happens when a method changes materially?

Create a new identity, record the change and decision impact, update affected surfaces and rerun relevant parity/direct tests.

Can old outputs remain valid?

Sometimes. The version record should state whether the change affects comparability or safe use rather than assuming every older result is invalid.

What is the current Competitor Fit Challenge methodology version?

Methodology 1.1 is the current accepted public contract. Version 1.0 is retained as an earlier lineage entry so older outputs can be interpreted against the method identity that produced them.

Track three identities when a decision product evolves

This prevents a major interface redesign from being mistaken for a new analytical method—or a material rule change from hiding inside a minor product release.

PRODUCT VERSION

Interface and workflow

Navigation, responsive composition, progressive disclosure, evidence visualization and interaction behavior.

METHOD VERSION

Decision semantics

Dimensions, weights, gates, precedence, controlled states, output definitions and refusal conditions.

EVIDENCE AS-OF

Current support

Source observations, first-party evidence, verification date, known contradictions and reopening triggers.

Example: moving from a dense graph to Guided Answer → Proof → Next can be a substantial product improvement while the method remains stable. Changing a critical gate is different: that can alter which decision the same evidence supports.

Evidence and source roles

Semantic Versioning informs the principle that versions should communicate change meaning; COPE informs visible correction/public-record discipline. SERPIFAI's methodology version model is its own governance practice.

See how changes are classified

MONITORING OR REFERENCE CONCLUSION

Corrections and Methodology Change

The correction policy explains when maintenance becomes a factual or method-level change.

Open correction policy →