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James Stanier

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James Stanier, Winter Wi, Janet Balneaves a panel discussion at LeadDev London 2023LeadDev London 20232023-06-27
Panel lays out concrete practices: a trifecta decision model (product, design, engineering share equal voice), a public proposal–prototype–build workflow with…
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Shopify's remote working toolboxLeadDev Berlin 20222022-11-02
Shopify goes fully remote one month after the pandemic and claims specific, repeatable practices: organize teams so members have one to two hour time-zone…
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Acceptably Inaccurate: Probabilistic Data Structures #bbuzzBerlin Buzzwords 20162016-06-05
Compares naive in-memory Java sets (≈264 MB heap for ~1M UUIDs) and multisets (≈234 MB) to compact probabilistic structures: Bloom filters via Guava give ~0.9…
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Detecting Events on the Web with Java, Kafka and ZooKeeperBerlin Buzzwords 20152015-05-31
Built a JVM cluster that ingests matched mentions into Apache Kafka and runs per-query in-memory spike detection for ~130,000 active queries (about 18M…
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