ArticleSentinel VaultConfluence
Runs on Atlassian apps with AI: Sentinel Vault reviews Confluence with no API key
Sentinel Vault is one of the Runs on Atlassian apps that review Confluence content with AI. It calls Atlassian-hosted LLMs through the Forge LLMs API, so there is no API key to paste and no external data egress declared. What that buys an admin, who pays for the tokens, how the cost ceiling actually works, and the four places it is weaker than it looks.
Gabriela Perdum15 min read