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Originally published at https://ambrain.org/blog/llm-document-processing-pipeline-inside-infrastructure/ Claims files, support tickets and KYC documents have the same problem in common: people read th
Originally published at https://ambrain.org/blog/casino-game-provider-aggregation-layer/ An operator that builds its own casino backend and connects slots, live dealer and table games from many provid
The requirement arrives as one sentence: documents may not leave the perimeter. The architecture decision hides inside it, because the perimeter can be drawn in three places, and each place moves a di
Originally published at ambrain.org An event pipeline that loses events at peak traffic and never reconciles with the bidder logs can be two failures behind one symptom. One is transport: events crea
Originally published at ambrain.org A bidder that loses auctions on timeout while its average looks healthy is being described by the wrong number. The deadline belongs to the exchange and covers the
An order arrives at the gateway. Before it goes out to the venue, something has to decide whether the account is allowed to send it. That decision runs on every order, including the overwhelming major
A spot exchange matching engine has a narrow job. It takes an ordered stream of commands - new order, cancel, replace - applies them to an order book under price-time priority, and emits an ordered st
