> ## Documentation Index > Fetch the complete documentation index at: https://evalgate.com/docs/llms.txt > Use this file to discover all available pages before exploring further. # Create production insights discover > Requires scopes: traces:write ## OpenAPI ````yaml /api-reference/openapi.json post /api/production-insights/discover openapi: 3.1.2 info: title: EvalGate API version: 18.13.0 description: EvalGate API. See docs/api-contract.md for stability commitments. servers: - url: https://evalgate.com description: Production - url: http://localhost:3000 description: Local security: [] paths: /api/production-insights/discover: post: tags: - production insights summary: Create production insights discover description: 'Requires scopes: traces:write' operationId: post_production_insights_discover requestBody: required: true content: application/json: schema: $ref: '#/components/schemas/PostApiProductionInsightsDiscoverRequest' responses: '201': description: Successful response content: application/json: schema: $ref: >- #/components/schemas/PostApiProductionInsightsDiscoverResponse201ApplicationJson '400': $ref: '#/components/responses/ValidationError' '401': $ref: '#/components/responses/Unauthorized' '403': $ref: '#/components/responses/Forbidden' '404': $ref: '#/components/responses/NotFound' '409': $ref: '#/components/responses/Conflict' '429': $ref: '#/components/responses/RateLimited' '500': $ref: '#/components/responses/InternalError' '503': $ref: '#/components/responses/ServiceUnavailable' security: - bearerAuth: [] components: schemas: PostApiProductionInsightsDiscoverRequest: type: object properties: mode: oneOf: - type: string enum: - exact - type: string enum: - stratified_sample seed: type: string lookbackDays: type: number maxReports: type: number minEvidence: type: number similarityThreshold: type: number additionalProperties: false PostApiProductionInsightsDiscoverResponse201ApplicationJson: type: object properties: classifierVersion: type: string evidenceCount: type: number clusterCount: type: number topics: type: array items: type: object additionalProperties: $ref: '#/components/schemas/JsonValue' discovery: type: object properties: frame: type: object properties: organizationId: $ref: '#/components/schemas/OrganizationId' queryDigest: type: string lookbackBoundary: type: string maximumEligibleReportId: oneOf: - type: 'null' - type: number totalEligibleRows: type: number totalWeightedOccurrences: type: number classifierVersion: type: string samplingPolicyVersion: type: string seed: type: string mode: oneOf: - type: string enum: - exact - type: string enum: - stratified_sample initiatedBy: type: string canonicalExecutionId: type: string productionObservation: type: object properties: version: type: string enum: - evalgate.production-observation-frame.v1 frameHash: type: string organizationId: $ref: '#/components/schemas/OrganizationId' scope: oneOf: - type: string enum: - captured_filtered_traces - type: string enum: - captured_production_traces predicateHash: type: string windowStart: type: string windowEnd: type: string capturedAt: type: string state: oneOf: - type: string enum: - censored - type: string enum: - complete selection: oneOf: - type: string enum: - census - type: string enum: - oldest_first_capped limit: type: number observedCount: type: number eligibleCount: oneOf: - type: 'null' - type: number eligibleLowerBound: type: number upstreamCaptureProbability: type: 'null' populationFrequency: type: 'null' units: type: array items: type: object properties: traceId: type: number traceKey: type: string traceRevisionId: oneOf: - type: 'null' - type: string traceRevisionHash: oneOf: - type: 'null' - type: string createdAt: type: string outcome: oneOf: - type: string enum: - failed - type: string enum: - pending - type: string enum: - succeeded - type: string enum: - unknown taskKey: oneOf: - type: 'null' - type: string inclusionProbability: oneOf: - type: 'null' - type: number additionalProperties: false required: - traceId - traceKey - traceRevisionId - traceRevisionHash - createdAt - outcome - taskKey - inclusionProbability uncertainty: type: array items: type: string additionalProperties: false required: - version - frameHash - organizationId - scope - predicateHash - windowStart - windowEnd - capturedAt - state - selection - limit - observedCount - eligibleCount - eligibleLowerBound - upstreamCaptureProbability - populationFrequency - units - uncertainty additionalProperties: false required: - organizationId - queryDigest - lookbackBoundary - maximumEligibleReportId - totalEligibleRows - totalWeightedOccurrences - classifierVersion - samplingPolicyVersion - seed - mode - initiatedBy - canonicalExecutionId - productionObservation checkpoint: type: object properties: frame: type: object properties: organizationId: $ref: '#/components/schemas/OrganizationId' queryDigest: type: string lookbackBoundary: type: string maximumEligibleReportId: oneOf: - type: 'null' - type: number totalEligibleRows: type: number totalWeightedOccurrences: type: number classifierVersion: type: string samplingPolicyVersion: type: string seed: type: string mode: oneOf: - type: string enum: - exact - type: string enum: - stratified_sample initiatedBy: type: string canonicalExecutionId: type: string productionObservation: type: object properties: version: type: string enum: - evalgate.production-observation-frame.v1 frameHash: type: string organizationId: $ref: '#/components/schemas/OrganizationId' scope: oneOf: - type: string enum: - captured_filtered_traces - type: string enum: - captured_production_traces predicateHash: type: string windowStart: type: string windowEnd: type: string capturedAt: type: string state: oneOf: - type: string enum: - censored - type: string enum: - complete selection: oneOf: - type: string enum: - census - type: string enum: - oldest_first_capped limit: type: number observedCount: type: number eligibleCount: oneOf: - type: 'null' - type: number eligibleLowerBound: type: number upstreamCaptureProbability: type: 'null' populationFrequency: type: 'null' units: type: array items: type: object properties: traceId: type: number traceKey: type: string traceRevisionId: oneOf: - type: 'null' - type: string traceRevisionHash: oneOf: - type: 'null' - type: string createdAt: type: string outcome: oneOf: - type: string enum: - failed - type: string enum: - pending - type: string enum: - succeeded - type: string enum: - unknown taskKey: oneOf: - type: 'null' - type: string inclusionProbability: oneOf: - type: 'null' - type: number additionalProperties: false required: - traceId - traceKey - traceRevisionId - traceRevisionHash - createdAt - outcome - taskKey - inclusionProbability uncertainty: type: array items: type: string additionalProperties: false required: - version - frameHash - organizationId - scope - predicateHash - windowStart - windowEnd - capturedAt - state - selection - limit - observedCount - eligibleCount - eligibleLowerBound - upstreamCaptureProbability - populationFrequency - units - uncertainty additionalProperties: false required: - organizationId - queryDigest - lookbackBoundary - maximumEligibleReportId - totalEligibleRows - totalWeightedOccurrences - classifierVersion - samplingPolicyVersion - seed - mode - initiatedBy - canonicalExecutionId cursorReportId: oneOf: - type: 'null' - type: number scannedRows: type: number sampledRows: type: number omittedRows: type: number state: oneOf: - type: string enum: - completed - type: string enum: - failed - type: string enum: - partial - type: string enum: - running updatedAt: type: string additionalProperties: false required: - frame - cursorReportId - scannedRows - sampledRows - omittedRows - state - updatedAt additionalProperties: false required: - frame - checkpoint additionalProperties: false required: - classifierVersion - evidenceCount - clusterCount - topics - discovery JsonValue: oneOf: - type: 'null' - type: boolean - type: number - type: string - type: array items: $ref: '#/components/schemas/JsonValue' - type: object additionalProperties: $ref: '#/components/schemas/JsonValue' OrganizationId: type: string format: uuid ApiError: type: object properties: error: type: object properties: code: type: string enum: - UNAUTHORIZED - FORBIDDEN - NOT_FOUND - INVALID_REFERENCE - VALIDATION_ERROR - RATE_LIMITED - CONFLICT - INTERNAL_ERROR - SERVICE_UNAVAILABLE - QUOTA_EXCEEDED - FEATURE_LIMIT_REACHED - NO_ORG_MEMBERSHIP - SHARE_REVOKED - SHARE_EXPIRED - SHARE_UNAVAILABLE - PROVIDER_KEY_MISSING - PROVIDER_KEY_EXPIRED - PROVIDER_RATE_LIMITED - PROVIDER_UNAUTHORIZED - PROVIDER_UNAVAILABLE - AGENT_HANDOFF_INVALID - AGENT_HANDOFF_EXPIRED - AGENT_HANDOFF_DENIED - AGENT_HANDOFF_CONSUMED - PAYLOAD_TOO_LARGE - METHOD_NOT_ALLOWED message: type: string details: {} requestId: type: string format: uuid redaction: type: object properties: applied: type: boolean enum: - true fieldCount: type: integer minimum: 0 secretCount: type: integer minimum: 0 required: - applied - fieldCount - secretCount required: - code - message required: - error responses: ValidationError: description: Validation error content: application/json: schema: $ref: '#/components/schemas/ApiError' headers: RateLimit-Limit: description: Quota in requests for the active window. schema: type: integer minimum: 0 RateLimit-Remaining: description: Remaining requests in the active window. schema: type: integer minimum: 0 RateLimit-Reset: description: Reset delay in seconds (not a Unix timestamp). schema: type: integer minimum: 1 X-RateLimit-Limit: schema: type: integer minimum: 0 X-RateLimit-Remaining: schema: type: integer minimum: 0 X-RateLimit-Reset: description: Legacy reset timestamp in Unix milliseconds. schema: type: integer minimum: 0 RateLimit-Policy: description: IETF HTTPAPI structured quota policy (work in progress). schema: type: string RateLimit: description: >- IETF HTTPAPI structured remaining quota and reset delay (work in progress). schema: type: string Unauthorized: description: Unauthorized content: application/json: schema: $ref: '#/components/schemas/ApiError' headers: RateLimit-Limit: description: Quota in requests for the active window. schema: type: integer minimum: 0 RateLimit-Remaining: description: Remaining requests in the active window. schema: type: integer minimum: 0 RateLimit-Reset: description: Reset delay in seconds (not a Unix timestamp). schema: type: integer minimum: 1 X-RateLimit-Limit: schema: type: integer minimum: 0 X-RateLimit-Remaining: schema: type: integer minimum: 0 X-RateLimit-Reset: description: Legacy reset timestamp in Unix milliseconds. schema: type: integer minimum: 0 RateLimit-Policy: description: IETF HTTPAPI structured quota policy (work in progress). schema: type: string RateLimit: description: >- IETF HTTPAPI structured remaining quota and reset delay (work in progress). schema: type: string WWW-Authenticate: description: >- Bearer challenge. Agent-facing routes include the RFC 9728 resource_metadata URL. schema: type: string Forbidden: description: Forbidden content: application/json: schema: $ref: '#/components/schemas/ApiError' headers: RateLimit-Limit: description: Quota in requests for the active window. schema: type: integer minimum: 0 RateLimit-Remaining: description: Remaining requests in the active window. schema: type: integer minimum: 0 RateLimit-Reset: description: Reset delay in seconds (not a Unix timestamp). schema: type: integer minimum: 1 X-RateLimit-Limit: schema: type: integer minimum: 0 X-RateLimit-Remaining: schema: type: integer minimum: 0 X-RateLimit-Reset: description: Legacy reset timestamp in Unix milliseconds. schema: type: integer minimum: 0 RateLimit-Policy: description: IETF HTTPAPI structured quota policy (work in progress). schema: type: string RateLimit: description: >- IETF HTTPAPI structured remaining quota and reset delay (work in progress). schema: type: string NotFound: description: Resource not found content: application/json: schema: $ref: '#/components/schemas/ApiError' headers: RateLimit-Limit: description: Quota in requests for the active window. schema: type: integer minimum: 0 RateLimit-Remaining: description: Remaining requests in the active window. schema: type: integer minimum: 0 RateLimit-Reset: description: Reset delay in seconds (not a Unix timestamp). schema: type: integer minimum: 1 X-RateLimit-Limit: schema: type: integer minimum: 0 X-RateLimit-Remaining: schema: type: integer minimum: 0 X-RateLimit-Reset: description: Legacy reset timestamp in Unix milliseconds. schema: type: integer minimum: 0 RateLimit-Policy: description: IETF HTTPAPI structured quota policy (work in progress). schema: type: string RateLimit: description: >- IETF HTTPAPI structured remaining quota and reset delay (work in progress). schema: type: string Conflict: description: Conflict content: application/json: schema: $ref: '#/components/schemas/ApiError' headers: RateLimit-Limit: description: Quota in requests for the active window. schema: type: integer minimum: 0 RateLimit-Remaining: description: Remaining requests in the active window. schema: type: integer minimum: 0 RateLimit-Reset: description: Reset delay in seconds (not a Unix timestamp). schema: type: integer minimum: 1 X-RateLimit-Limit: schema: type: integer minimum: 0 X-RateLimit-Remaining: schema: type: integer minimum: 0 X-RateLimit-Reset: description: Legacy reset timestamp in Unix milliseconds. schema: type: integer minimum: 0 RateLimit-Policy: description: IETF HTTPAPI structured quota policy (work in progress). schema: type: string RateLimit: description: >- IETF HTTPAPI structured remaining quota and reset delay (work in progress). schema: type: string RateLimited: description: Rate limit exceeded content: application/json: schema: $ref: '#/components/schemas/ApiError' headers: RateLimit-Limit: description: Quota in requests for the active window. schema: type: integer minimum: 0 RateLimit-Remaining: description: Remaining requests in the active window. schema: type: integer minimum: 0 RateLimit-Reset: description: Reset delay in seconds (not a Unix timestamp). schema: type: integer minimum: 1 X-RateLimit-Limit: schema: type: integer minimum: 0 X-RateLimit-Remaining: schema: type: integer minimum: 0 X-RateLimit-Reset: description: Legacy reset timestamp in Unix milliseconds. schema: type: integer minimum: 0 RateLimit-Policy: description: IETF HTTPAPI structured quota policy (work in progress). schema: type: string RateLimit: description: >- IETF HTTPAPI structured remaining quota and reset delay (work in progress). schema: type: string Retry-After: description: Delay in seconds before retrying when present. schema: type: integer minimum: 1 InternalError: description: Internal server error content: application/json: schema: $ref: '#/components/schemas/ApiError' headers: RateLimit-Limit: description: Quota in requests for the active window. schema: type: integer minimum: 0 RateLimit-Remaining: description: Remaining requests in the active window. schema: type: integer minimum: 0 RateLimit-Reset: description: Reset delay in seconds (not a Unix timestamp). schema: type: integer minimum: 1 X-RateLimit-Limit: schema: type: integer minimum: 0 X-RateLimit-Remaining: schema: type: integer minimum: 0 X-RateLimit-Reset: description: Legacy reset timestamp in Unix milliseconds. schema: type: integer minimum: 0 RateLimit-Policy: description: IETF HTTPAPI structured quota policy (work in progress). schema: type: string RateLimit: description: >- IETF HTTPAPI structured remaining quota and reset delay (work in progress). schema: type: string ServiceUnavailable: description: Service unavailable content: application/json: schema: $ref: '#/components/schemas/ApiError' headers: RateLimit-Limit: description: Quota in requests for the active window. schema: type: integer minimum: 0 RateLimit-Remaining: description: Remaining requests in the active window. schema: type: integer minimum: 0 RateLimit-Reset: description: Reset delay in seconds (not a Unix timestamp). schema: type: integer minimum: 1 X-RateLimit-Limit: schema: type: integer minimum: 0 X-RateLimit-Remaining: schema: type: integer minimum: 0 X-RateLimit-Reset: description: Legacy reset timestamp in Unix milliseconds. schema: type: integer minimum: 0 RateLimit-Policy: description: IETF HTTPAPI structured quota policy (work in progress). schema: type: string RateLimit: description: >- IETF HTTPAPI structured remaining quota and reset delay (work in progress). schema: type: string securitySchemes: bearerAuth: type: http scheme: bearer bearerFormat: EvalGate API key description: >- Organization-scoped EvalGate API key. Discover the supported agent scopes at /.well-known/oauth-protected-resource. Per-operation grants are listed in x-evalgate-required-scopes; OpenAPI bearer security requirement arrays remain empty as required for non-OAuth schemes. x-evalgate-scopes-supported: - eval:read - eval:write - objectives:read - objectives:write - runs:read - runs:write - traces:read - traces:write - exports:download - reports:write - prompt:publish - scorer:publish - red_team:read - red_team:run - red_team:approve - docs:read - agent:read - agent:execute - resources:read - resources:write - contexts:read - contexts:write - observations:write - checks:read - checks:run - standards:read - standards:write - standards:approve - grants:read - grants:write - admin:keys - admin:workspace - admin:org x-evalgate-protected-resource-metadata: https://www.evalgate.com/.well-known/oauth-protected-resource ```` This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.