In this edition, we dive into real-world system design, safe deployment strategies, a signed book giveaway, and the latest trends in software architecture ๐
๐ How to Deploy Services Without Downtime
Deploying services can be risky. Choosing the right deployment strategy matters:
๐น Multi-Service Deployment
Simple to implement, but high risk โ all services are upgraded at once, and rollbacks are complex.
๐น Blue-Green Deployment
Two identical environments: โblueโ for staging, โgreenโ for production. After testing, traffic is routed to the new version. Easier rollback, but expensive.
๐น Canary Deployment
Roll out updates gradually to small user groups. Safer and cheaper than blue-green but harder to monitor.
๐น A/B Testing
Multiple versions run simultaneously for user segments. Great for experimentation โ but needs careful handling to avoid accidental exposure.
๐ฌ Over to you โ Which strategy do you use in production? Any horror stories?
๐ง Google Docs: Real-Time Collaborative Editing Architecture
Designing a real-time editor like Google Docs isnโt trivial:
1๏ธโฃ Clients send edits via WebSocket.
2๏ธโฃ WebSocket Server manages real-time communication.
3๏ธโฃ Operations go to a Message Queue for durability.
4๏ธโฃ A File Operation Server applies collaboration algorithms.
5๏ธโฃ Data stored: metadata, content, and edit history.
Conflict resolution algorithms include:
๐น Operational Transformation (used by Google Docs)
๐น Differential Synchronization
๐น CRDT (actively researched)
๐ฌ Have you ever faced issues using Google Docs? What do you think caused them?
๐ Software Architecture Trends โ Whatโs Changing?
Insights from InfoQโs Architecture & Design Trends Report:
๐น "Data + Architecture" โ Architects now consider data pipelines, quality & traceability alongside systems.
๐น Architecture is becoming a shared responsibility โ not just for those with โarchitectโ in their title.
๐น Asynchronous collaboration (like ADRs) is a positive shift from remote work culture.
๐น Better distributed teams = Better distributed systems.
๐ฌ What trends are you seeing in 2022 and beyond?
Letโs connect and share insights on system design, cloud architecture, and engineering leadership!
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