NEW

Start with the pressure: sales, launch, abuse, agents, data, or guardrails

RANGE-02

Evaluation-to-Regression Lifecycle

An observed failure becomes durable security capability when it is converted into a replayable regression fixture.

governed lifecycle

RANGE-02

Evaluation-to-Regression Lifecycle

An observed failure becomes durable security capability when it is converted into a replayable regression fixture.

Lifecycle from scenario design and execution through failure reproduction, evidence review, fixture creation, rerun, and regression state.

Evaluation lifecycle
  1. 1
    Define the scenario
    Record target assumptions, preconditions, allowed actions, and expected evidence.
  2. 2
    Execute under control
    Run within explicit authorization, data, rate, and environment limits.
  3. 3
    Observe the result
    Capture model, retrieval, tool, agent, and external behavior.
  4. 4
    Reproduce and challenge
    Repeat the behavior and test alternative explanations.
  5. 5
    Create the regression fixture
    Preserve the minimum replayable inputs, assertions, and evidence hooks.
  6. 6
    Rerun after change
    Determine whether the failure is closed, residual, rejected, or still reproducible.
Retest loop returns to Execute under control
What did the rerun prove?
  • Closed
  • Residual
  • Still reproducible
  • Inconclusive