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CRDTs let replicas merge concurrent edits without coordination. The catch is what it costs to keep them talking to each other, and how delta-state CRDTs quietly fix it. Coordinatio...
Distributed Spring Batch partitioning already needs a shared, persistent job repository. This article makes that database the whole coordination plane and drops the message broker,...
The Illusion of a Single Database In a traditional monolithic application, maintaining data consistency is straightforward. If you need to create a new order and update warehouse i...
Всем привет. Меня зовут Александр Кубит, я работаю архитектором, системным аналитиком и разработчиком в компании Promet System. Мы уже много лет занимаемся развитием и сопровождени...
At a logistics visibility company, the shipment state can change thousands of times per second due to the massive scale of operations. Such changes take place when, for instance, a...
Building an application often involves more than saving data in a database. As an application grows, it may also need to send messages, publish events, call other services, or trig...
Every Kafka tutorial covers idempotency the same way: "Store the event ID. Before processing, check if it exists. If it does, skip. Done."
Change data capture (CDC) pipelines look straightforward on paper: capture database changes, publish them to Kafka, and update downstream systems. The difficulty starts when events...
Enterprise context — Acme FinServ. SOC 2 CC7 (system monitoring) requires that Acme can detect and investigate anomalous activity. When an agent-driven workflow touches customer da...
Если вы хоть раз эксплуатировали Kafka, то знаете, сколько нервных клеток способен съесть её кластер. Поднять Kafka для PoC несложно, а вот дальше начинается планирование ёмкости,...
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