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6 steps6h trajectorybeginner
Core Distributed Systems
A structured path from global request routing fundamentals to reliable data movement patterns used in modern backend systems.
Completion0%
Target role
Engineers preparing for first strong mid-level system design loops.
Current focus
Step 1: Global Routing and Storage Basics
Progress mode
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Step 1Currentintermediate
URL Shortener at Global Scale
Design a globally distributed URL shortener that handles billions of redirects per day with low latency, abuse controls, and reliable analytics.

Why now

Covers classic read-heavy architecture tradeoffs in a compact, high-signal system.

Skills learned

ID generation strategyCache hierarchyRead/write split reasoning
Step 2Upcomingadvanced
API Rate-Limiting as a Multi-Region Service
Design a globally consistent rate limiting service with low latency and multi-region enforcement.

Why now

Introduces low-latency decisioning with global consistency constraints.

Skills learned

Token bucket tradeoffsRegional failoverPolicy propagation
Step 3Upcomingintermediate
Feature Flag Evaluation Engine at Scale
Design a low-latency feature flag evaluation system with targeting rules, percentage rollouts, A/B testing integration, kill switches, and multi-region consistency.

Why now

Teaches control plane/data plane separation and rollout safety patterns.

Skills learned

Edge evaluation designStreaming updatesAuditability controls
Step 4UpcomingadvancedPremium
Distributed Key-Value Store
Design a strongly reliable key-value store with partitioning, replication, quorum reads/writes, and predictable low-latency access.

Why now

Adds quorum consistency and repair mechanics that recur across storage systems.

Skills learned

Quorum designHinted handoffCompaction and durability tradeoffs
Step 5UpcomingbeginnerPremium
Distributed Cache System
Design a distributed cache system like Redis or Memcached that handles millions of requests per second with sub-millisecond latency, high availability, and intelligent eviction policies.

Why now

Deepens understanding of invalidation/coherence strategies in latency-sensitive systems.

Skills learned

Cache coherence modelsEviction strategyCache observability
Step 6UpcomingintermediatePremium
Change Data Capture (CDC) Pipeline
Design a system that captures database changes in real-time and streams them to downstream systems with schema evolution support, exactly-once delivery, and multi-database compatibility.

Why now

Completes the foundation with production-grade event propagation and schema evolution concerns.

Skills learned

WAL/binlog captureExactly-once boundariesOutbox and replay strategy

Checkpoints

Foundation Checkpoint
Average simulation score >= 68 across first 3 steps.

Complete through step 3 to unlock this checkpoint.

Systems Fluency Checkpoint
Average simulation score >= 72 across all steps.

Complete through step 6 to unlock this checkpoint.