Openconnect Linkedins Next Generation Ai Pipeline Ecosystem

LinkedIn’s OpenConnect platform reduced the setup work required to launch an AI experiment. Previously, a code or configuration change triggered a full workflow rebuild. OpenConnect separates components’ software dependencies and caches them in prepared packages, so launching another experiment need not repeat those builds and uploads. LinkedIn reports reducing launch time from more than 14 minutes to under 30 seconds. It also retains intermediate outputs so reruns can reuse completed work, a cache LinkedIn describes as available to internal engineers in the same trusted group with the necessary access permissions. These changes shorten the waiting and repetition around an experiment, letting engineers iterate more readily.