Dmytro Nasyrov
Software architect with 24 years of production experience. Founder and CTO of Pharos Production. I work on production software architecture for FinTech, AI, Web3 and blockchain systems.
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RAG Systems: Build the Retrieval Evaluation Set Before Choosing a Model
A six-field coverage sheet with four synthetic question classes, versioned sources and review rules for missing or conflicting evidence.
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Payment Reconciliation: An Exception Queue for Provider Disagreements
A six-field review queue with two synthetic provider records, an unresolved identity check and an owner for the next evidence request.
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AI Agent Development: A Trace Map for Tool Failures
A six-field worksheet with a synthetic ticket example and separate caller and tool outcomes. Includes a record of missing evidence.
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Software Architecture Review: A Six-Field Decision Record
A reusable intake record with a partner-order example, evidence distinctions and conditions for deferring or narrowing a proposed change.