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    Technology & Engineering

    Five shipped platforms, one consistent engineering mindset: typed systems, production delivery, responsible AI boundaries, and architecture that can stand up to technical scrutiny.

    This page is intentionally product-specific where it needs to be. Not every metric applies to every product, and that distinction matters.

    Shared Engineering Patterns

    • React and TypeScript frontends with typed routing, reusable UI primitives, and progressive enhancement
    • Supabase-backed data, auth, storage, and realtime patterns across products where appropriate
    • Server-mediated AI integrations so model credentials stay out of browser-accessible variables
    • Vercel-hosted delivery with performance-aware bundling and production deployment discipline

    Security and Delivery Patterns

    • TOTP MFA, backup-code support, and role-governed access where the product requires it
    • Row-Level Security and time-limited file access patterns instead of public data exposure
    • Input validation, typed service boundaries, and public-safe separation of user and admin surfaces
    • Auditability and operational traceability treated as product concerns, not afterthoughts

    Product Evidence

    Product-specific evidence, attributed to the README-backed source material it came from.

    Strategic Nexus

    • 178 KPIs, 6 strategic goals, and 44 strategies in one municipal performance system
    • Lighthouse evidence documented in the README: 92 performance, 98 accessibility, 100 best practices, 100 SEO
    • Core Web Vitals documented in the README: LCP 1.2s, FID 12ms, CLS 0.02, TTFB 45ms

    MERIDIAN

    • 52+ API routes and 111 database tables documented in the README
    • Server-mediated AI execution through a Supabase Edge Function
    • Five-tier RBAC, MFA support, audit logging, RLS-backed access, and signed file URLs

    StrategyForge

    • 417+ React components, 45+ custom hooks, and 28+ page routes documented in the README
    • 11+ integrated modules spanning planning, budgeting, KPI tracking, grants, and council accountability
    • Export support across PDF, Word, PowerPoint, Excel, and PNG plus Azure AD SSO readiness

    CivAIgentics Learn

    • Multi-tenant training delivery with learner, instructor, and org-admin surfaces
    • Three bounded AI assistants with explicit behavioral limits
    • Public certificate verification separate from the authenticated dashboard

    SpouseCalc

    • Three-tier assessment engine with partner-linked dual analysis
    • Server-side Gemini analysis through Edge Functions rather than direct browser calls
    • Daily engagement loop with check-ins, goals, journal history, and progress tracking

    Compliance and Accessibility Notes

    WCAG 2.1 AA accessibility alignment is documented as a design target in the Strategic Nexus materials.
    Government-facing measurement and reporting patterns are aligned to frameworks referenced in the READMEs, including GFOA, ICMA, AWWA, and NFPA where applicable.
    Security descriptions on this page summarize implemented patterns and public-safe posture. They are not formal certification claims.

    Want the advisory side of this work?

    The technical evidence matters because it supports real operational work, not product theater.

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