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How teams use llmkb

6 roles · 1 click away

Engineering leadOnboard new hires in a day, not a quarter

› who calls AuthService.validate()?

Research analystMake 200 PDFs browsable in an afternoon

› summarise Q3 vendor filings by jurisdiction

Founder / solo builderYour AI pair-programmer finally knows your repo

› which env vars does billing.api depend on?

Tech writer / DevRelDocs that stay current without babysitting

› draft a changelog from the last 20 PRs

Compliance / LegalAudit-ready provenance for every answer

› list every doc citing GDPR Art. 17

Data / ML teamSchema + lineage as a queryable graph

› trace features.ctr → upstream tables

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