stale-data

GenClass Runtime: a 10 MB in-browser model that detects race conditions, stale responses and duplicate requests in web apps; opt-in guard mode can prevent some of them. npm i @genclass/runtime

Soft expiry cache plugin

A benchmark for outdated retrieval in LLM memory under temporal drift, with a recency-reranking baseline.

Typed validated values, explicit trust transitions, exhaustive confidence levels, and per-value TTL freshness for TypeScript.

Typed validated values, explicit trust transitions, exhaustive confidence levels, and per-value TTL freshness for OCaml.

Typed validated values, explicit trust transitions, exhaustive confidence levels, and per-value TTL freshness for Kotlin.

Typed validated values, explicit trust transitions, exhaustive confidence levels, and per-value TTL freshness for F#.

Typed validated values, explicit trust transitions, exhaustive confidence levels, and per-value TTL freshness for Haskell.

Typed validated values, explicit trust transitions, exhaustive confidence levels, and per-value TTL freshness for Swift.

React demo showcasing resilient async UI patterns: loading, error, empty states, refresh failures, and stale data handling with reducers.

Typed validated values, explicit trust transitions, exhaustive confidence levels, and per-value TTL freshness for Scala 3.

Patch for Hermes Agent desktop: switching profiles showed the previous profile's sessions for seconds (stale session list, wrong sessions until Refresh). Clears rows, shows loading, repaints the target profile.

Typed validated values, explicit trust transitions, exhaustive confidence levels, and per-value TTL freshness for C#.

Typed validated values, explicit trust transitions, exhaustive confidence levels, and per-value TTL freshness for Rust.