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    AGENT DELIVERY

    Can your agents actually ship? Look beyond generated code

    A reflection on an SF Tech Week program about moving from agent generated code to delivery, validation, review and governance.

    5 October 2026VirtusLab, 3 Embarcadero Center, Codi street level, San FranciscoField notes by Satish Govindappa

    Can your agents actually ship? was part of my first day at SF Tech Week. Its focus on delivery beyond code generation connected with the questions I was beginning to ask about scaling agents.

    The program covered pipelines, CI, review and security gates, context, validation and governance.

    What stood out

    Signals and founder implications

    SignalWhat founders can carry forward
    Look at the delivery pathThe program framed shipping as more than generating code. The question I want to carry forward is what happens between an agent’s output and a change being accepted into a real product.
    Ask how a result is checkedReview, validation and security gates were part of the advertised discussion. For me, those topics connect with learning about evals across the week: a result needs a way to be examined before a team relies on it.
    Keep context and governance in viewContext and governance were also program themes. My follow up questions are what information an agent has, which decisions it can make and who is responsible for accepting the work.

    Thank you to the hosts and organizers for a conversation about what it takes for agents to ship.

    What must happen before your team accepts an agent’s output as a finished change?

    Quick answers

    Questions founders may ask

    What was the event’s focus?

    The advertised program focused on delivery beyond code generation, including pipelines, CI, review, security gates, context, validation and governance.

    What should I ask about an agent’s path to delivery?

    What happens after output is generated, how it is reviewed and validated, which security gates apply and who accepts the finished work?

    Sources and related reading

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