Designing a Suspicious Transaction Regulatory Reporting System

Designing a Suspicious Transaction Regulatory Reporting System

Designing a Suspicious Transaction Regulatory Reporting System A production-grade, interview-focused deep dive into building a system that continuously watches financial transactions, flags suspicious activity, coordinates human investigation, and files legally binding reports to regulators within hard, unforgiving deadlines — where a missed clock is not a lost feature, it is…

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Designing a Large-Scale Webinar Broadcast Platform for One-to-Many Streaming to 50,000 Attendees

Designing a Large-Scale Webinar Broadcast Platform for One-to-Many Streaming to 50,000 Attendees

Large-Scale Webinar Broadcast to 50,000 Attendees A deep, interview-ready walkthrough of how to build a webinar platform that streams a single presenter to tens of thousands of concurrent viewers with minimal end-to-end latency — without the fan-out cost exploding. WebRTC-grade ingest, CDN-scale fan-out, and everything in between. 01 · Intro…

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Designing Real-Time Collaborative Annotation for Video Calls

Designing Real-Time Collaborative Annotation for Video Calls

Designing Real-Time Collaborative Annotation for Video Calls A complete system design walkthrough for building a shared drawing and highlighting layer on top of screen sharing in a live video call — covering conflict resolution, synchronization, rendering, scalability, and reliability, written for interview preparation and real production understanding. 01 · Introduction02…

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Designing Delivery Confirmation Read Receipts and Delivered Status at Scale

Designing Delivery Confirmation: Read Receipts and Delivered Status at Scale

Designing Delivery Confirmation: Read Receipts and ‘Delivered’ Status at Scale A production-grade system design deep dive into building sent / delivered / read status tracking for a messaging platform — balancing accuracy, latency, privacy, and the network chatter cost of keeping millions of clients continuously informed. 01 · Introduction02 ·…

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Designing a Real-Time Account Takeover Detection System

Designing a Real-Time Account Takeover Detection System

Real-Time Account Takeover Detection A production-grade, interview-ready system design walkthrough for engineers building the intelligence layer that catches attackers the moment they walk in wearing someone else’s identity — combining device, network, behavior, and transaction signals into a millisecond-latency risk decision. 01 · Introduction 02 · History 03 · Why…

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Designing a Push-to-Talk Walkie-Talkie System for Team Collaboration

Designing a Push-to-Talk Walkie-Talkie System for Team Collaboration

Designing a Push-to-Talk Walkie-Talkie System for Team Collaboration A deep, interview-ready walkthrough of how to build an instant, one-touch voice communication feature where every millisecond of delay matters more than pristine audio — the exact opposite priority ordering of a normal phone call. 01 · Introduction02 · Architecture03 · Internal…

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