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 9 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
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
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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Aug 17, 2026 - Python
Official public repository for the paper "Data Freshness in Mixed-Memory Intermittently-Powered Systems"
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May 31, 2021 - MATLAB
通用深度长文引擎（学术论文/商业评论/行业分析/公众号深度长文）：八角色 T0-T8 + 三检索员并行 T1∥T2∥T6 + 三角验证 + M 机械硬门 + F 失败模式防御 + 批判伙伴 T8 + 修订回环≤2轮 + 数据信任3档 + 阶段闸门 T2.5/T5.5 + 内联引用支持 + 版本升级自审门 v2.2.8（7门机械化+按需加载模式+精简SKILL.md -37%/审计员卡 -77%/M门合并完整版，主流程读取 tokens -31%）。论衡哲学：独立角色+机械化门 > 自我复核
multi-agent human-in-the-loop data-freshness openclaw citation-audit writing-pipeline three-retrievers-parallel zero-case-protocol deep-writing m-gate critical-companion revision-loop
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Aug 19, 2026 - Shell
Learns each dataset's own arrival distribution instead of applying one fixed freshness rule to everything: 86% fewer false alarms than an "alert if not loaded by 07:00" rule at 99.4% detection, plus lineage-aware alert suppression and per-dashboard trust scores. DuckDB, Python, Airflow-shaped, zero cloud credentials.
python airflow power-bi data-engineering data-quality anomaly-detection quantile-regression data-lineage analytics-engineering changepoint-detection duckdb data-freshness data-observability sqlglot sla-monitoring
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Aug 3, 2026 - Python
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
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 9, 2026 - Python
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