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Sophia Papadopoulos

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Database and search engineer at an Athens travel company, building hotel search with pgvector and Elasticsearch. Replaced keyword search with vector similarity search, increasing booking conversion by 22%.

databasesbackendperformanceai

Articles by Sophia Papadopoulos(1)

Prompt caching with the Anthropic API: when and how to use it

A thorough guide to Anthropic's prompt caching feature — how it works internally, when the economics make sense, how to structure requests to maximise cache hits, and common pitfalls that silently disable caching

prompt-cachinganthropicclaudeperformancecost-optimisation

15 July 2026

Sophia Papadopoulos — ANN Tech — ANN Tech