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

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 Kotlin.

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 F#.

A benchmark for outdated retrieval in LLM memory under temporal drift, with a recency-reranking baseline.

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 TypeScript.

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

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

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.