A post-retrieval temporal layer for RAG systems — validity filtering, time decay, document kind classification, and hybrid reranking in one pipeline.
a caching ocsp proxy. It accepts ocsp requests from any client, e.g. an ssl-webserver, and forwards the request to the corresponding ocsp responders or returns the ocsp response from cache. Can be used to mitigate unreliable ocsp responders that are, as required by murphy's law, always down when needed.
Timestamped web intelligence for AI agents. MCP server with guaranteed freshness envelopes.
Your AGENTS.md is probably lying. Detect stale paths, dead npm scripts, outdated framework patterns, and context rot before they make your coding agents expensive and wrong.
CAN FD bus encryption, authentication and freshness.
Monitor a Grafana datasource against data becoming stale to detect data loss or other dropout conditions.
Validate retrieved context before AI agents act.
This repository contains the coding materials to reproduce the learning error curves of the paper "How Does Data Freshness Affect Real-time Supervised Learning ?".
a modularized Jekyll theme for personal site, blog, project, documentation, etc.
Markdown vault management toolkit -- freshness, refactoring, indexing, and tags. Zero API dependency CLI for Obsidian vaults and knowledge bases.
Freshness-ranked job intelligence feed powered by FreshContext DAR scoring.
Custom OpenTelemetry Collector with stateful, weighted per-tenant queueing and runtime freshness SLO monitoring for multi-tenant observability.
Freshness-ranked Hacker News intelligence feed powered by FreshContext DAR scoring.
Name: ai-tool-review-freshness-checklist
Investigated the effects of color transformations on convolutional neural networks to classify fresh and rotten fruits
Temporal-awareness hook for tool-using LLMs — surfaces freshness verdicts on in-context data so stale information doesn't poison fresh reasoning. Adapters for Claude Code, Antigravity, and any generic harness.
MCP server bundle for agentic coding harnesses. Three stateless tools (model deprecation, dependency health, runtime EOL) stitching deps.dev, OSV.dev, endoflife.date, deprecations.info into agent-facing freshness with auditable sources.
Add a description, image, and links to the freshness topic page so that developers can more easily learn about it.
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