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Actionable Operational Proposal

Status: ELEVATEDDerived from Spec-Driven Development (SDD) Scorecard

Remediating Conversational Hallucinations & Vague Requirement Drift

Calculated Exposure: Typical Hallucination Reduction = -85% Reduction in Multi-File Agent Drift. The following operational realization pathways are available based on your parameters.

[ENGINEERING RUNTIME]OPERATIONALIZES

For: Chief Product Officers & Staff Engineers

Compile Specs into Deterministic Policies with Exogram

Exogram parses markdown and JSON specifications directly into executable test fixtures and API schema gates before agents mutate repository files.

Explore Exogram Spec Engine ↗

[EXECUTIVE ADVISORY]ADVISES ON

For: VPs of Product & Chief Product Officers

Spec-Driven Product Leadership Advisory

Retain Richard Ewing to train product and engineering leaders on Spec-Driven Development, contract linting, and executable requirement design.

Inquire for SDD Strategy Advisory ↗

Non-Contamination Invariant: Diagnostic calculations remain strictly mathematical and objective. Operational pathways provide verified implementation and advisory options.