Build around an explicit contract.

Explore the reference integration design, inspect the sample response, and distinguish proposed platform interfaces from the current benchmark collector.

Instrument once.
Understand the path.

Explore a proposed SDK and gateway interface. These are reference examples, not released packages or an operational API. The existing benchmark workspace is a separate developer release.

quickstart.pyPROPOSED INTERFACE / NOT RELEASED
from orbitriva import Orbitriva

client = Orbitriva(
    api_key="orb_live_••••••••"
)

response = client.responses.create(
    model="auto",
    input="Summarize this support thread.",
    route={
        "optimize": ["latency", "quality", "cost"]
    }
)
REFERENCE EXAMPLENO REQUEST IS EXECUTED
EXAMPLE RESPONSE200 SIMULATED
{
  "model": "claude-sonnet",
  "provider": "anthropic",
  "route_reason":
    "best_quality_within_latency_budget",
  "latency_ms": 612,
  "ttft_ms": 218,
  "input_tokens": 1328,
  "output_tokens": 421,
  "cost_usd": 0.0127,
  "trace_id": "tr_94810"
}

Choose the right documentation.

Bring the question.
Keep the context.

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