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Endpoint Telemetry — Record Quality Audit + Exact Row Deduplication
x402
Endpoint Telemetry — Record Quality Audit + Exact Row Deduplication is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-26).
Audits data quality and deduplicates rows in endpoint telemetry records containing agent_count and reporting_agents fields, returning two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Endpoint telemetry — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication for supplied endpoint telemetry records (agent_count, reporting_agents). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Two independent analytical reports: (1) a record quality audit identifying issues such as missing values, out-of-range numbers, or malformed fields in the telemetry rows; (2) an exact row deduplication report identifying and removing duplicate records. Both reports are generated from the supplied data using local analytical engines with no external lookups.
Example use cases
Telemetry pipeline data integrity check
“I've collected endpoint telemetry for the past week across two control groups — group-alpha and group-beta — with agent_count and reporting_agents values. Can you audit the data quality and find any exact duplicate rows across these 150 records?”
Agent fleet reporting deduplication
“My agent fleet reporting pipeline may have logged duplicate entries. Here are 80 rows of telemetry with row IDs, dates, agent counts, and reporting agent counts — please deduplicate them exactly and flag any quality issues.”
Multi-group telemetry quality validation
“Before I process this month's telemetry data, I need both a quality audit and a deduplication pass on these 200 rows covering control groups A and B with their agent_count and reporting_agents figures. Can you give me the two reports?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-security-15-002?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and exact deduplication in a single call on endpoint telemetry data (up to 200 rows) containing agent_count and reporting_agents fields. It is cost-effective at $0.01 USDC for both reports together. Prefer it over generic data tools when your data specifically follows the telemetry schema with control_group and row_id identifiers.
Side effects
- Exceeding 200 rows returns a validation error
- Rows missing required fields (row_id, control_group, date, agent_count, reporting_agents) cause schema validation failure
- Invalid date format (not YYYY-MM-DD) triggers pattern validation error
- row_id exceeding 80 characters or being empty causes rejection
- Payment not processed results in 402 response
- Submitting an empty rows array fails minItems validation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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