Structured output lab
Build the first working ticket triage schema gate
Page 3 implements the shortest complete path for the ticket triage JSON endpoint with inspectable intermediate values.
1Learn the idea
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Implement the minimal working path
Build only what the claim requires: invalid model JSON is rejected; valid payloads pass a schema gate. Prefer boring, deterministic code over frameworks you cannot yet explain. Run the path twice; identical output on this fixture is a feature, not a lack of creativity.
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Run the working path
export async function run(input: unknown, deps: Dependencies) {
const started = performance.now();
const validated = deps.parseInput(input);
const raw = await deps.execute(validated); // request provider-supported JSON Schema output when available, then parse locally with Zod
const value = deps.parseOutput(raw);
return { value, durationMs: Math.round(performance.now() - started) };
}
Expected evidence: “Charged twice” becomes billing/high with a short summary; extra keys are rejected.. Read each printed intermediate as part of the argument that the path works—not as decoration.
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Trace one input end to end
Narrate the journey from raw input to result for a single example from sample ticket + triage schema. If you cannot name an intermediate, the implementation is still too opaque for this lab. Only after this path is solid should you generalize data sources or UI.
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Lab notebook: intermediates worth printing
While implementing the ticket triage schema gate, print or log at least three intermediates that map to the claim (invalid model JSON is rejected; valid payloads pass a schema gate). Good intermediates are values a teammate could recompute with a calculator or diff. Bad intermediates are framework traces you cannot explain.
Re-run with sample ticket + triage schema twice. If the second run differs, either the path is nondeterministic (document the seed) or you have hidden global state—both are lab bugs until named.
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Worked judgment
Stop adding features once the path supports return validated category, priority, summary, and confidence for a support ticket. Extra UI, extra tools, or extra models belong in later chapters. The mastery bar for this page is simply: a deterministic end-to-end path with intermediates.
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Why this stage matters for the ticket triage schema gate
At the implementation stage for structured-output-lab, the job is narrower than finishing a product demo. You are creating one progressive evidence piece about sample ticket + triage schema that later pages inherit without redefining success. Keep that fixture small enough to inspect by hand, keep outputs copy-pasteable as text, and refuse to narrate this baseline as if it were a production SLA: free-text model reply without schema validation.
For this page specifically, success looks like a deterministic path with printed intermediates while still centering the user decision to return validated category, priority, summary, and confidence for a support ticket. If you cannot point to a file, command, or assertion that proves that for the ticket triage schema gate, stay on this page instead of advancing.
Glossary: tool · Glossary: structured output · Cheatsheet: production ops signals
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Before you start
Why this matters
Without running code, predict the final output for fixture sample ticket + triage schema. Name one intermediate value that would prove the prediction. Then answer: what could look successful while actually being wrong at this stage for the ticket triage schema gate?
In the wild
See how this idea shows up as a product and a company — then come back to the lesson. Skills transfer across vendors.
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