Professional experience
From 11 Hours to 30 Minutes
Redesigning a high-volume SaaS integration by changing the system boundary instead of optimizing the same repeated request.
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Architecture judgment, with the provenance made explicit.
Each case study identifies whether it represents CorLuca client work, generalized professional experience, or a conceptual reference architecture.
Conceptual reference architecture
Rules Decide. AI Explains. Humans Approve.
A governed vulnerability-intelligence reference architecture that keeps policy decisions deterministic while using AI for evidence-grounded explanation.
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Separating Policy Memory from Transactional Audit
A governed-agent reference architecture that treats retrieval context and immutable operational truth as different systems.
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A Reference Architecture for Multi-Tenant AI Products
Designing tenant isolation, model access, retrieval, evaluation, observability, and cost controls as one SaaS product system.
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