Integration patterns

Abstract illustration of data moving between two systems
Integration patterns Why two-way sync fails, and the four conflict rules that fix it Most bidirectional integrations are built as two one-way flows pointed at each other. That works until both systems change the same record in the same minute. Here is how to decide which side wins, and how to prove it afterwards.
02/09/2026 4 min read
Abstract illustration of data moving between two systems
Integration patterns Idempotency in practice: stopping duplicate orders and invoices Webhooks are delivered at least once, not exactly once. A short guide to keys, dedupe windows and replay safety.
04/08/2026 1 min read
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Integration patterns Warehouse to storefront: an eventual consistency integration that converges A warehouse and a storefront will never agree at every instant. The useful question is how long they are allowed to disagree, how you detect it when they do not converge, and who is told.
20/06/2026 11 min read
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Integration patterns Designing an api versioning integration that fails loudly, not silently Most internal API changes do not cause an outage. They cause a field that quietly stops being populated, and a month of numbers nobody trusts. This is how to version an internal API so breakage is visible on the day it happens.
10/06/2026 10 min read
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Integration patterns Rate limits and backoff: designing an api rate limit integration for someone else’s ceiling Every connected system imposes a ceiling on how often you may call it. The difference between an integration that survives that ceiling and one that stalls is a handful of design decisions made before any code is written.
26/05/2026 9 min read
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Integration patterns Partial failure integration: keeping a three-system order flow honest When an order has to touch a storefront, a warehouse system and a ledger, the interesting question is not what happens when everything works. It is what happens when step two succeeds and step three does not.
29/04/2026 10 min read

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