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Changelog

Methodology Changelog

Track rubric changes so historical compare pages stay interpretable.

Updated 2026-07-28 · 1 min read

2026.07 — Hugo rebuild baseline

  • Rebuilt the public site on Hugo with a fixed 13-URL corpus.
  • Kept weights: profile integrity 40%, API 25%, governance 20%, failure cost 15%.
  • Affirmed partner checkout path /go/multilogin and codes 50MAM / MAMOFF.
  • Impact: editorial presentation changed; scoring math unchanged from 2026.04 baseline.

2026.04 — Governance weight clarified

  • Split “ops” into explicit handoff + token hygiene checks.
  • Added mandatory evidence-pack fields (trace_id, repeat-run count).
  • Impact: teams weak on handoff may score lower even if fingerprints look clean.

2026.02 — API reliability sampling

  • Required timeout/retry observations for automation-attached profiles.
  • Impact: stacks without stable CDP/WebDriver attach lose API pillar points.

How to read old pages

If a compare page predates a changelog entry, assume pillar definitions from the nearest prior version. When in doubt, re-run the pilot under the current methodology or browse the Guides hub.

Partner disclosure

Apply your Multilogin code after validation.

Commission may apply via /go/multilogin. Final totals always confirm on official checkout.

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