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Stan Kharlap
CTO
Stan Kharlap is a software architect and engineer with 15 years of experience. As CTO of Norman, he leads the platform's architecture and engineering.
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- 14 articles
AI Bookkeeping Accuracy: Why 95% Tells You Nothing
Can an AI Agent Collect Your Missing Receipts?
Is AI Bookkeeping GoBD Compliant? Check the Audit Log
ELSTER MCP server: can an AI agent file your tax return?
MCP servers for accounting software: who has one
Half the answer is always in another system
Half our background jobs had a deadline nobody chose
We do not write test cases for our AI. Production does.
Our agent has 102 tools. The engineering is in what it never sees
Streaming an AI agent is a protocol problem
Our batch scheduler is really a load balancer
How we trace every AI agent run without storing your data
How our categorizer learns from a single correction
How we built an agent that files your VAT return