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Software Architecture Patterns

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4 November 2026

Webhook systems move from simple queues to state machines

Reliable webhook delivery requires treating each event as a state machine that persists failures rather than discarding them, as platforms like Stripe and Shopify do not guarantee order and expect at-least-once delivery. Because networks are inherently unreliable, developers must design…

3 November 2026

Scale your database by decoupling workflows

Scaling enterprise systems requires moving beyond simple vertical upgrades to architectures that handle bursty traffic and decouple independent tasks. When you introduce a message queue, you buffer high-volume requests, allowing consumers to process work at their own pace without blocking…

2 November 2026

Start with a modular monolith before distributing

Engineering teams often gravitate toward microservices to avoid the technical debt of a "big ball of mud," but premature distribution introduces severe operational complexity. A modular monolith provides the necessary middle ground, offering the deployment simplicity and transactional consistency of…

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