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Built by operatives — models, drivers, vaults, and reports, the parts that plug into Swamp.

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label:discord

Daily CVE research pipeline — queries NVD, GitHub Advisory DB, and CISA

Send notifications through an Apprise API server, fanning out to Matrix, Discord, ntfy, email and 100+ other services

Post messages to Discord channels via webhook from swamp workflows.

Opinionated weekly Discord report — composes embeds + CSV attachments from the @lint curator and ops models, posts via webhook.