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AI-assisted reporting, grounded in a per-article claim ledger. Perspective Coverage and Reality Strip separate source viewpoints from evidence, adoption, hype, incentives, and confidence.

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framework

Declarative validation

Kubernetes mechanism, GA since v1.36, for declaring API validation rules as IDL tags on struct fields instead of hand-written Go checks.

Current clusters

build1 distinct publisher

Kubernetes generated three quarters of its new API validation in v1.37

API reviewers cleared a record load in v1.37 while most new validation arrived as tags compiled by validation-gen, which moves the correctness question from a reviewer's reading to a generator's semantics.

Publishers:kubernetes.dev

Reality

Evidence58
Adoption68
Hype gap+18
Incentives74

Confidence55

Declarative validation — framework — Clarity Today