Palestra

Level 9: The Distributed Systems

When physics gets in the way: CAP theorem, consensus, clocks, and conflict resolution.

Welcome to Level 9

Distributed systems are where theory meets reality. CAP theorem, consensus algorithms, distributed clocks, distributed transactions, CRDTs, consistent hashing, and gossip protocols — this level gives you the theoretical foundations to reason about correctness in systems that span multiple machines.

ModuleTopic
9.1CAP Theorem and PACELC
9.2Consensus Algorithms (Raft, Paxos)
9.3Distributed Clocks and Ordering
9.4Distributed Transactions
9.5CRDTs and Conflict Resolution
9.6Consistent Hashing
9.7Gossip Protocols
9.8Checkpoint
Key Takeaway

Distributed systems have fundamental limits that no amount of engineering can overcome. Understanding these limits — and designing within them — is what separates senior engineers from those who build systems that fail in subtle, unpredictable ways.

Connect

Start with Module 9.1: CAP Theorem — the foundational impossibility result that shapes every distributed system design.

9.1 CAP Theorem and PACELC