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feat(server-utils): Instrument the OpenAI decisions API as gen_ai.decide spans - #25285
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…ide spans Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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# Conflicts: # packages/server-utils/src/ai/openai/utils.ts
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{ type: 'predicate', name: 'lgtm', probability: 0.99 }
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What
OpenAI
decisions.createcalls now createdecide <model>spans with opgen_ai.decide, recorded in the same shape as Jev calls so Sentry renders them the same way:inputis recorded asstate, images included as they are.criteria, like Jev: choices as{ [value]: description }, score levels as their labels.probabilitiesare keyed by option or score value, and score labels go in alegend.predicateanswers keep OpenAI's{ type, probability }, which Sentry renders as yes/no.input: "I want a refund"state: "I want a refund"[{ name: "wants_refund", type: "predicate", ... }]{ wants_refund: { type: "predicate", ... } }choices: [{ value: "billing", description: "Charges and refunds" }, { value: "other" }]criteria: { billing: "Charges and refunds", other: "" }levels: [{ label: "low" }, { label: "high", description: "Blocks the customer" }]criteria: ["low", "high"],descriptions: { "1": "Blocks the customer" }[{ name: "wants_refund", type: "predicate", ... }]{ wants_refund: { type: "predicate", ... } }{ type: "predicate", probability: 0.97 }choice: true,probabilities: [{ value: true, probability: 0.91 }, ...]choice: "true",probabilities: { "true": 0.91, ... }probabilities: [{ value: 1, label: "high", probability: 0.95 }, ...]probabilities: { "1": 0.95, ... },legend: { "1": "high", ... }OpenAI decisions have a few things Jev does not:
predicatequestions and answers instead ofnoul, with the yes probability inprobability.choiceis recorded as a string so Sentry renders it.descriptionskeyed by score value. Sentry does not render them yet.{ type: "refusal" }, with no probability or reason. Sentry does not render it yet.Why
OpenAI added a Decisions API that works like Jev, and these calls had no span.
Related: #25253