Vladimir Lovtsov / Leadership notebook
#development
Practice, analysis and observations on this topic.
Articles: 8
Analyst Days 14: Don't Paint the Grass — Data Risk in a BANI World
A reconstruction of my Analyst Days 14 talk on data quality and ownership: distinguishing a working control from attractive reporting.
AI in development: where it helps and where it creates new risk
A practical model-selection guide: 19 October 2026 API prices, self-hosting, task acceptance and the full cost of AI-assisted delivery.
Taking a Banking Product Real-Time
Lessons from an early real-time product built in 2023–2024: streaming architecture, production testing, and delivery decisions.
Building Fintech Products: Seven Paths to Production
A delivery map for banking products: team capability, governance, changing needs, infrastructure, cross-team contracts, the delivery platform, and operations.
Saint HighLoad++ 2024: Moving a Banking Product to Real-Time
How Vladimir Avramov and I turned an early real-time product built with Flink, Kafka, and Tarantool into a focused technical talk.
API From A to Z: Semantics, Contracts, and Practice
How to choose between HTTP APIs, SOAP, GraphQL, JSON-RPC, and gRPC, then review methods, errors, compatibility, limits, and failure behaviour.
NER for Business: From Entities to a Working Process
What NER actually does, how it differs from intent classification, and how to build a testable hybrid pipeline for Russian text.
Analyst Days 16: Behold the Path of Data, Padawan
A reconstruction of the main ideas from my Analyst Days 16 talk: how data gains context, why roles see the same dataset differently, and what an analyst should verify.
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Short observations and new writing in my Telegram channel (in Russian).
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