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AI coding agents can already reach well beyond the code in front of them. Through connections to tools like Slack, Jira, and Sentry, an agent can pull in issues, discussions, and production signals from across an organization. However, that context is scattered across many separate systems, with no shared map of how it all connects and no common controls over what an agent is allowed to touch. For a large enterprise, stitching that together while staying compliant, auditable, and sometimes fully cut off from the internet is a hard problem.
GitLab runs one of the major platforms where…
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