engine room / answer trace

wrun_01M5ZBV2VRXWKAK57YK478R55V

Answered in 16.02s, first token at 12.35s, 1,283 tokens, $0.00021.

Visitor identity is a one-way hash; message content never enters traces.

Timeline

Queue

enqueue + dispatch

Guardrail

allow

Dispatch

step handoff

Retrieval

hybrid

Dispatch

step handoff

Generation

glm-5.3-flash

3.12s
1.62s
981ms
603ms
3.92s
5.31s
0first token 12.35s15.55s

The gray spans are durable-workflow dispatch: each stage is an independently retried, checkpointed step, and the handoffs are what that crash-safety costs.

What happened

  1. Admitted at the edge

    A 2-character message from caller 4bb80cbb… passed schema validation, the per-caller rate limit, and both token budgets (charged an estimate of 1,025 tokens, settled later against actual usage).

  2. Became a durable workflow

    The endpoint never calls a model. At 19:01:54.113 the request was enqueued as run wrun_01M5ZBV2VRXWK…; tokens stream into the run’s persistent log, which is why a page reload can reattach mid-answer.

  3. Cleared the guardrail

    gpt-oss-safeguard classified the message against policy 6bb17bbe0908 in 1.62s: allow.

    “Simple greeting within context of discussion.”

  4. Pulled its evidence

    Hybrid search (dense embeddings fused with BM25) returned 6 passages in 603ms; only these entered the model’s context.

    1. projects/khacksim#30.0167
    2. faq#00.0164
    3. projects/khacksim#00.0161
    4. projects/khacksim#10.0159
    5. profile/about#20.0156
    6. profile/about#00.0154

  5. Generated

    zai/glm-5.3-flash streamed the answer, first token 12.35s in, spending 1,244 tokens in / 39 out ($0.00021).

  6. Verified and settled

    The answer cited nothing, so there was nothing to verify. Token budgets were settled against actual usage and this trace was written.

Record

Status
finished (stop)
Admission
admitted
Guardrail reason
Simple greeting within context of discussion.
Tokens in / out
1,244 / 39
Cost
$0.00021
Model
zai/glm-5.3-flash
Prompt version
45b79cdd7ce5
Policy version
6bb17bbe0908
Input size
2 chars
Caller (hashed)
4bb80cbba45665f5
Request id
3db311f9-2924-4f7d-ab84-62e48eaf5ab4
Enqueued
2026-10-27T19:01:54.113Z
Finished
2026-10-27T19:02:09.667Z