Problems / Multi-agent and harness, easy

Harness traces over quota

Every harness turn is traced to an API capped at 600 spans a minute.

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Your goals

Success ≥ 95% of tasks, p99 ≤ 90 s.

The traffic

3 requests a second for 45 seconds: 100% task (writes).

The system

What each component does in this design, and what calls it. The simulator mimics each one from these settings.

ComponentIts job hereSettings
Load balancerLoad balancerTraffic enters here.Calls Agent API.Layer 4 balancers route by IP and port; layer 7 balancers read HTTP and can route by path or header.–
Agent APIApp serviceLoad balancer forwards to it.Calls Agent harness.Little's law: throughput ≈ concurrency ÷ latency. 200 slots at 50 ms serve about 4,000 req/s.3 replicas × 500 slots · timeout 180 s
Agent harnessAgent harnessAgent API calls it.Calls Model, Agent tracing.A harness is everything around the model in an agent: context management, tools, checkpoints, retries and evaluation.400 slots · 6 steps
ModelLLM endpointAgent harness calls it.Latency has two parts: time to the first token, then a steady stream of tokens per second.300 streams
Agent tracingAgent tracingAgent harness calls it.Agent traces record every model and tool call with inputs, outputs, tokens and timing.5000 slots · 600 calls/min

Hints

Try it first. Open one hint at a time if you get stuck.

Hint 1

Turns a second × 60 = spans a minute.

Hint 2

Multiply by the fan-out and the number of turns to get the real call rate on shared models and tools.

One way to solve it

Raise the tracing quota.

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