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 15 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
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
论衡 — 中文学术/深度长文专用流水线。多 Agent 编排 + 三角验证（文献/数据/案例）+ M 门形式合规 + 实战反馈驱动升级。5000+ 字强推
multi-agent quickstart human-in-the-loop data-freshness version-automation openclaw citation-audit agent-pipeline writing-pipeline three-retrievers-parallel zero-case-protocol deep-writing m-gate critical-companion revision-loop glossary-md m-gate-algorithm template-lite
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Sep 30, 2026 - Python
Transitive evidence freshness and integrity checks for long-running AI agents, RAG pipelines and autonomous workflows.
python security workflow provenance autonomous-agents ai-safety ai-agents evidence ai-security rag data-freshness llm agentic-ai
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Aug 30, 2026 - Python
Rego policy that treats data freshness as part of the authorization decision. Escalates on stale data instead of guessing. Fail-closed on invalid input.
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Sep 1, 2026 - Open Policy Agent
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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Sep 28, 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
Official public repository for the paper "Data Freshness in Mixed-Memory Intermittently-Powered Systems"
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May 31, 2021 - MATLAB
Freshness-aware observability of port environmental monitoring: temporal-graph model, experiments and reproducible results
python reproducible-research observability environmental-monitoring cyber-physical-systems temporal-graphs data-freshness age-of-information smart-port green-port
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Sep 22, 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
Claims Registry Kit | Tracks product claims, supporting evidence, and when each claim needs review.
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Sep 30, 2026 - TypeScript
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
Freshness Kit | TypeScript helpers that label content fresh, aging, or stale using supplied review dates and thresholds.
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Sep 30, 2026 - TypeScript
Find stale warehouse tables and trace freshness back to the last run.
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Sep 26, 2026 - JavaScript
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