5-layer pipeline deep dive
Complete internal documentation of Aucert's 5-layer AI quality pipeline
10 docs tagged with "architecture"
View all tagsADR-001: Single monorepo over multi-repo
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ADR-003: Monolith-first backend
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ADR-004: ML as top-level workspace
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ADR-005: PostgreSQL+JSONB for Knowledge Graph MVP
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ADR-007: public/ for publishable packages
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Device Twin architecture
Internal architecture of the AI Device Twin for predictive device behavior
Knowledge Graph internals
Internal architecture of the Aucert Knowledge Graph engine
Model orchestration
How Aucert routes AI workloads across model tiers for cost optimization
Verification Cascade
4-stage confidence-gated verification for minimizing false positives