REGULATED SDLC · AI HARNESSES · CITABLE DEVREL

High-Assurance Engineering Across Three Pillars

An open, authoritative knowledge platform for engineering teams building high-assurance systems. Explore three interlocked disciplines: Regulated Software SDLC (Deterministic NUP), AI-Native Architecture (Probabilistic NUP), and Technical Documentation Strategy (DevRel & Marketing).

Explore Deterministic SDLC View ISO Compliance Matrix

What brings you here today?

Select an engineering discipline or choose your high-assurance workflow below

Deterministic SDLCSecurity & Threat ModelingBuild and ship compliant, audit-ready software meeting FDA §820 and ISO 13485 design controls with verified automated tests.

Probabilistic AIFour Layers of LLM EngineeringArchitect robust LLM systems, manage context budgets, and implement automated continuous evaluation harnesses.

DevRel StrategyTarget Persona Profiles (P01–P07)Design clear technical information architecture, author Section 508 marketecture diagrams, and optimize developer onboarding.

Platform Engineering & Governance Lifecycle

An interactive, interlocking lifecycle: deterministic requirements and design controls feed into probabilistic AI evaluation harnesses, validated by citable developer relations and real-time telemetry.

End-to-End High-Assurance Delivery Pipeline

Hover or select any lifecycle phase to jump into its corresponding engineering specifications.

Phases 1 & 2: Deterministic SDLCPhase 3: Probabilistic AIPhase 4: DevRel & Telemetry

Workflow Distinction: This horizontal pipeline shows how high-assurance engineering flows across governance, hard software testing, AI evaluation, and documentation monitoring. Use the topic directory below to browse and access specific technical specifications directly.

Knowledge Directory