Data freshness verification for AI agents. Probes endpoints for cache staleness, latency, TLS health, and content changes. CLI + MCP server + HTTP API.
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Apr 2, 2026 - Go
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data-freshness
Here are 7 public repositories matching this topic...
Use API caching in API Gateway to cache your responses. Reduce calls made to backend and improve latency of requests to your API
api-gateway latency cache architecture invalidation cdk cloud-development-kit miztiik mystique-corp data-freshness
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Aug 21, 2020 - Python
A vendor-neutral OpenTelemetry semantic convention for data staleness (data freshness), plus a Python SDK and Go Collector components.
observability data-quality otel opentelemetry data-freshness age-of-information data-observability semantic-conventions data-staleness
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Jul 27, 2026 - Python
Official public repository for the paper "Data Freshness in Mixed-Memory Intermittently-Powered Systems"
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May 31, 2021 - MATLAB
Validate downloaded partner CSV/Parquet feeds locally after SFTP/S3, then alert on missed rolling receipts.
python cli privacy csv cron data-validation s3 sftp parquet schema-validation data-pipelines file-monitoring data-quality data-contracts data-freshness data-observability partner-feeds
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Aug 2, 2026 - Python
Public environmental monitoring dashboard for Clear Lake, CA — integrating USGS hydrology, FHABS HAB reports, and OSM geospatial data
gis civic-tech water-quality environmental-monitoring data-governance local-first data-freshness harmful-algal-blooms fail-closed human-review
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Jul 15, 2026 - PowerShell
Declarative, scheduled refresh pipeline for map data: pull GeoJSON/JSON/CSV from HTTP APIs, files or SQL, transform and validate it, detect real changes with an order-stable content hash, and emit a freshness manifest plus a stale-data badge. Includes a composite GitHub Action that rebuilds only when the data moved.
python cli geojson geospatial scheduled-jobs gis web-mapping data-pipeline change-detection github-actions data-freshness data-refresh
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Jul 19, 2026 - Python
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