Replication, write-ahead logs and Kafka parallels

Eighteen months ago, Tyler Cloutier appeared on the show with what sounded like an ambitious (some might say crazy) plan: build a new distributed database from scratch, then use it to power a massively multiplayer online game. That's two of the hardest problems in software, tackled simultaneously. But sometimes the best infrastructure comes from solving your own impossible problems.

The game, Bitcraft, has now launched on Steam. SpacetimeDB has hit version 1.0. And Tyler returns to share what actually happened when theory met production reality. We cover the launch day performance disasters (including a cascading failure caused by logging while holding a lock), why single-threaded execution running entirely from L1 cache can outperform sophisticated multi-threaded approaches by two orders of magnitude, and how the database's reducer model - borrowed from functional programming - enables zero-downtime code deployments. We also get into how SpacetimeDB is expanding beyond games with TypeScript support and React hooks that make building real-time multiplayer web apps surprisingly simple.

If you're building anything where multiple users need to see the same data update in real time - which, as Tyler points out, describes most successful applications from Figma to Facebook - SpacetimeDB's approach of treating every app as a multiplayer game might be worth understanding.

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SpacetimeDB: https://spacetimedb.com/

SpacetimeDB on GitHub: https://github.com/clockworklabs/SpacetimeDB

Our previous episode with Tyler: https://youtu.be/roEsJcQYjd8

Clockwork Labs: https://clockworklabs.io/

Bitcraft Online: https://bitcraftonline.com/

Bitcraft on Steam: https://store.steampowered.com/app/3454650/BitCraft_Online

WebAssembly: https://webassembly.org/

Flecs (ECS for C/C++): https://www.flecs.dev/flecs/

TigerBeetle: https://tigerbeetle.com/

CockroachDB: https://www.cockroachlabs.com/

Google Cloud Spanner: https://cloud.google.com/spanner

Erlang: https://www.erlang.org/

Apache Kafka: https://kafka.apache.org/

Tyler Cloutier on X: https://x.com/TylerFCloutier

Tyler Cloutier on LinkedIn: https://www.linkedin.com/in/tylercloutier/

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Kris on Bluesky: https://bsky.app/profile/krisajenkins.bsky.social

Kris on Mastodon: http://mastodon.social/@krisajenkins

Kris on LinkedIn: https://www.linkedin.com/in/krisjenkins/

0:00 Intro

2:01 The Architecture of SpacetimeDB

5:01 Client-Side Prediction in Multiplayer Games

11:00 Reducers and Event Streaming

15:00 Launching Bitcraft on Steam

19:00 Debugging Launch Performance Problems

26:56 Hot-Swapping Server Code Without Downtime

30:01 In-Memory Tables and Query Optimization

42:00 Is SpacetimeDB Only For Games?

51:00 Performance Benchmarking For Web Workloads

55:00 Why Single-Threaded Beats Multi-Threaded

1:00:01 Multi-Version Concurrency Control Trade-offs

1:05:01 Sharding Data Across Multiple Nodes

1:10:56 Inter-Module Communication and Actor Models

1:17:00 Replication and the Write-Ahead Log

1:24:00 Supported Client Languages

1:29:00 Getting Started With SpacetimeDB

1:39:02 Outro