how do you maintain and deploy customer-specific code? Any tools for this?

Reddit r/AI_Agents News
ai-agents code-generation multi-tenant deployment saas devops

Summary

A practitioner asks how to maintain and deploy customer-specific code generated by an agent harness, ideally keeping customer variants in sync with the core app without dedicated VMs per customer. The post seeks existing tools or platforms that handle end-to-end deployment of agent-modified, per-tenant codebases.

We’re exploring an approach where customers interact with our agent harness to request custom behavior, and the agent makes changes to our application’s code for that customer. The part we’re trying to figure out is what happens afterward: how do we maintain and deploy those different customer-specific versions end-to-end? Ideally, we could keep them updated as our core application changes and serve them without running a dedicated VM for every customer. Has anyone else been exploring or building this? Are there existing tools or platforms that handle it?
Original Article

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