From zero to measured reuse in minutes.
Every quickstart is a real, copy-paste setup - no hand-waving. Start with the OpenAI migration, then add state, diagnostics, and routing as you need them.
Migrate an OpenAI client to Zumik
5 minMove an existing OpenAI integration onto Zumik /v1 with a single base-URL change.
Create reusable state with artifacts and bundles
8 minTurn stable instructions and tool definitions into opaque, reusable handles on /v2.
Run a workload diagnostic
10 minScore reuse opportunity and realized capture from metadata traces before changing anything.
Branch and append to a session
8 minUse append-only branches with optimistic concurrency for multi-turn agent state.
Send background work to a batch tier
6 minRoute non-interactive traffic to 24-hour batch lanes for the provider discount.
Measure realized reuse on /v2
5 minPull the reuse waterfall and evidence level for a response.
Start with the OpenAI migration
The OpenAI migration is the fastest start - one base-URL change and you are measuring reuse.