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Developers
Learning paths
Six ordered routes. Finish one tutorial and the next is waiting — from your first deployed app to a multi-node mesh.
Pick a path
Path 1~30 min
First App
From zero to a deployed, observable app you can call over HTTP.
Path 2~1 h
Streaming Mastery
Windows, keyed state, joins — deterministic stream processing without state code.
Path 3~1 h
AI Pipelines
LLM stages that stay affordable, MCP tools that act, humans in the loop.
Path 4~45 min
Multi-Agent
Compose agents with topics: chain, fan-out, fan-in, correlate.
Path 5~1 h
To Production
Secrets, observability, durability — what changes when it has to stay up.
Path 6read
To Scale
One machine → HA cluster → mesh. The architectural transition, honestly explained.
Popular tutorials
| Tutorial | Level | Time |
|---|---|---|
| Your first pipeline in 3 minutes | Beginner | 3 min |
| Anatomy of pulse.yaml | Beginner | 8 min |
| Sources & sinks — the connector tour | Beginner | 10 min |
| Secrets done right | Beginner | 8 min |
| Windows & aggregations | Intermediate | 15 min |
| Stream-stream joins | Intermediate | 15 min |
| Keyed timers — detect the silence | Intermediate | 15 min |
| Your first LLM stage | Intermediate | 12 min |
| Acting with MCP tools | Intermediate | 15 min |
| Call your app from anywhere | Intermediate | 12 min |
| Human-in-the-loop | Advanced | 15 min |
| Deterministic replay | Advanced | 15 min |