AI Interfaces
Output Schema Drift Monitor
A contract-safety view that compares structured-output versions and flags breaking field changes.
Installation
Copy and paste the code into your project.
Accessibility notes
Every field change includes a written impact classification and version labels.
Contract drift
Output schema
- Breaking
confidencenumber → string
- Breaking
citations[]optional → required
- Safe
trace_idnew optional field
Preview accent
const fields = [{ name: "confidence", change: "number → string", impact: "Breaking" }, { name: "citations[]", change: "optional → required", impact: "Breaking" }, { name: "trace_id", change: "new optional field", impact: "Safe" }]; export function OutputSchemaDriftMonitor() { return <ul>{fields.map((field) => <li key={field.name}>{field.name}: {field.change} · {field.impact}</li>)}</ul>; }<OutputSchemaDriftMonitor />Related components
Response schema
Research result
- summary
- Required field
- confidence
- Required field
- citations
- Optional field
AI Interfaces
Structured Output Panel
A schema-first response panel for inspecting typed fields, required values, and validation state.
Output contract
Release validation
- JSON schema
- Valid
- Citation minimum
- 3 of 2
- Length budget
- 418 / 600
- Policy rules
- Passed
AI Interfaces
Response Contract Validator
A pre-release gate for schema validity, citation minimums, length budgets, and policy compliance.
Recovery pipeline
Response repairs
- 1Repairing
Malformed JSON
Schema retry
- 2Queued
Missing citation
Targeted retrieval
- 3Ready
Invalid date
Field correction
Repairs preserve the original response and attach an audit trail.
AI Interfaces
Response Repair Queue
A recovery pipeline for retrying malformed, incomplete, or contract-breaking AI outputs with targeted strategies.