Published May 7, 2026 | Version v1.0
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Bayyinah at-Tartīb: Eight Engineering Strategies for Safety- and Justice-Critical Software, Anchored in Quranic Structural Primitives

Authors/Creators

  • 1. Bayyinah Enterprise

Contributors

Description

This paper articulates eight engineering strategies for safety- and justice-critical software, each anchored in a specific Quranic structural primitive, and presents them with explicit acknowledgment of their relationship to existing engineering practices. The decomposition: six of the eight strategies (Naskh Discipline, Multi-Corpus Baseline Discipline, Validator-by-Different-Instance, Recording Angels, Sulaymān-Naml, Yūsuf Horizon) are recognizable existing safety-critical engineering practices given a unified Quranic-structural articulation — equivalent respectively to controlled deprecation with archival access, multiple-baseline evaluation, N-version programming (with the Knight & Leveson 1986 independence-failure caveat substantively engaged), append-only audit logs and event sourcing, sub-threshold event monitoring with explicit acknowledgment discipline, and long-horizon strategic planning. One strategy (the Munāsabāt Audit) operationalizes the Bayyinah al-Munāsabāt empirical pipeline as a candidate quantitative coherence measurement applicable to codebases. One strategy (the al-Fātiḥa Principle) draws magnitude-dependent justification from al-Munāsabāt's residual finding. The strategies are mapped to specific safety-critical industries (automotive under ISO 26262, avionics under DO-178C, healthcare under IEC 62304 and FDA Class III, energy and grid infrastructure) and justice-critical domains (financial infrastructure, algorithmic decision systems, public-interest software). Per-strategy counterfactual analysis is provided for the 737 MAX MCAS and Therac-25 cases, with the explicit caveat that the strategies make failure modes more detectable but do not in themselves deliver the organizational follow-through that actual prevention requires. Robodebt, SyRI, and Michigan MIDAS are explicitly distinguished as policy failures rather than engineering failures the strategies could prevent; the Royal Commission into the Robodebt Scheme (2023) and the Dutch District Court of The Hague's 2020 SyRI ruling are cited as authority for this distinction. The economic case is reframed as substrate provision rather than direct prevention: the strategies provide forensic, weak-signal, and evaluation substrate whose downstream value depends on organizational follow-through they do not in themselves deliver. Engineering organizations adopting these strategies should plan for the candidate-finding status of the underlying empirical foundation. The intended contribution is the unified Quranic-structural framework that articulates the eight strategies as a coherent engineering discipline, not the individual strategies as such — most of which are well-known to safety-critical engineers under different vocabulary.

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