milkinfrastructure.com
Point OpenAI at Milk.
Keep the official SDK and your existing calls. Change two values.
# connect the OpenAI SDK to Milk Parlor
+ OPENAI_BASE_URL=https://parlor.milkinfrastructure.com/v1
+ OPENAI_API_KEY=<your Milk key>
# Responses and Chat Completions stay unchanged
your app→Milk Parlor→your model
└─ selected completed request + answer→object store→Milk Man / model tests + training
after the answer
Milk turns completed traffic into a reviewed model change.
Parlor serves the request first. Later, Milk Man reads selected completed conversations from object storage and runs one named job at a time.
- 01collectSave the completed request and answer.
- 02understandSummarize new traffic at each threshold.
- 03make testsTurn selected conversations into structured cases.
- 04train + compareTrain Qwen3.5-0.8B and compare versions.
- 05review routePrepare a change for a person to approve.
Nothing ready? Milk Man exits without calling a model or GPU. It never approves its own route.
one local view
See what Milk is doing.
These screens show a mechanics run using generated traffic. They are not customer data or current provider status.
