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Wojtek Ptak

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Tools for simplified large scale systemsGeeCON 20242024-05-15
Argues concrete levers for scaling: adopt a single discovery catalog like Backstage (or an in‑house Revolt Tower) with SLO/SLA, automate updates via CI/CD, and…
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Tame Your CTO & Let Yourself Be TamedDevConf 20232023-11-08
Explains what a CTO actually does: three archetypes—technology custodian, head of delivery, external technical advocate—and why hiring favors ownership and…
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Breaking Bad Code: From simple problems to complicated solutions and backJDD 20232023-10-24
Working on modularizing a huge monolith exposes concrete anti‑patterns: choosing Kafka/MongoDB before requirements, entities as dumb DTOs with generated…
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Avoiding mistakes with events, an event at a timeJDD 20232023-10-24
Argues that event systems fail from specific choices: mixing ID types breaks correlation so use UIDs over ints and include domain-qualified names; large…
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Avoiding mistakes with eventsConfitura 20232023-06-24
Checklist of concrete fixes and tradeoffs for event systems: store pivotal events (order paid, checkout completed) in the database for auditability; prefer…
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Hypergrowth scaling made simpleGeeCON 20232023-04-19
Argues that hypergrowth systems succeed by resisting novelty and keeping architecture minimal: Java 17 microservices on Kubernetes, ML in Python with a…
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Fighting phishing and spam with online machine learning on data streamsFlink Forward Europe 20192019-10-07
FreshMail builds an online anti-abuse engine called SendGuard that processes thousands of messages per second and over 70M messages a day, using FlinkML and…
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