A two-person startup has validated an agent prototype and wants it in production quickly. They have no dedicated infrastructure team and no capacity…

For a small startup lacking a dedicated infrastructure team, utilizing a managed deployment (such as consuming the Anthropic API directly or using a managed agent platform) is the most appropriate model. This approach abstracts away the complexities of server provisioning, scaling, and runtime patching. The primary tradeoff is relinquishing granular control over the underlying infrastructure in exchange for a significantly faster time-to-market and reduced operational overhead, allowing the team to focus purely on agent logic, prompt engineering, and application development.

A: Self-hosting requires significant infrastructure management, which slows down the launch process rather than speeding it up.

C: Managed deployments and APIs are fully capable of powering agentic workflows; self-hosting is not a strict requirement.

D: Small teams can responsibly deploy agents using managed services and robust SDKs without needing a dedicated platform team.

1. Anthropic Documentation, "Productionizing your application" - Architecture and Deployment Models.

2. Anthropic Documentation, "Building Effective Agents" - Implementation and Infrastructure.