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21 docs tagged with "architecture"

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5-layer pipeline deep dive

Complete internal architecture of Aucert's 5-layer AI quality pipeline with MCP protocol, code paths, and model assignments

Device Twin architecture

Internal architecture of the AI Device Twin — calibration, prediction, and confidence adjustment for emulator-to-device divergence

Knowledge Graph internals

Internal architecture of the Aucert Knowledge Graph engine — data model, storage, ingestion pipeline, and query patterns

Model orchestration

How Aucert routes AI workloads across model tiers for cost optimization and quality balancing

Validation Graph — design walkthrough

Interactive walkthrough of the Validation Graph design (SPEC-035) — two-graph knowledge layer, substrate, ACL, conditions, embeddings, deployment, tech choice

Validation graph — implementation architecture

How the merged validation graph (SPEC-035) works in code — the append-only claim model, the storage engine's read/write/traversal/bitemporal paths, registries, ACL, vector search, and the cross-cutting RLS, DI, and open-core patterns.

Verification Cascade

4-stage confidence-gated verification system for minimizing false positives with cost-aware escalation