What changed

The technology area now separates full evidence profiles from pricing-checked and research-candidate entries across nine operating categories, and the stack builder supports explicit product substitutions with dated cost assumptions.

What is affected

  • Technology directory
  • Product evidence profiles
  • Practice stack builder
  • Editorial policy

What this means for users

Readers can compare more practice-technology categories, see the depth of research before opening a vendor, and replace recommended stack layers without mistaking the estimate for a quote.

Action needed: Reconfirm vendor prices, plan limits, and review context before purchase; trial and contract checks remain open.

Review record

  • editorial: approved by Ludara owner on 2026-08-04. Basis: User authorized full implementation; public evidence boundaries remain explicit and untested controls are not represented as verified

This record describes the publication change; it does not make excluded source material or vendor profiles public.

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