Applied AI Engineer

Daydream, San Francisco

What you will do

Build agent capabilities end to end: planning loops, tool use, prompts and instructions, memory, review workflows, evals, backend services, and customer-facing product surfaces.
Design safe action systems across integrations like GitHub, Webflow, Google Search Console, Google Analytics, Notion, and Slack.
Build observability and evaluation workflows so we can understand agent behavior, catch regressions, and measure whether Sunbeam is getting better at the job.
Debug production agent runs from the model output all the way through database state, tool calls, customer context, and external API behavior.
Work directly with customers and internal operators to turn expert growth judgment into product behavior.
Ship quickly across the stack. On a given week, you might change agent instructions, add an MCP tool, create a skill to manage memory, tune a review gate, and fix a frontend workflow.

You have been building AI products for 3+ years, with experience in production LLM agents, evals, tool-use systems, retrieval/memory systems, or workflow automation.

Daydream, San Francisco

Build agent capabilities end to end: planning loops, tool use, prompts and instructions, memory, review workflows, evals, backend services, and customer-facing product surfaces.
Design safe action systems across integrations like GitHub, Webflow, Google Search Console, Google Analytics, Notion, and Slack.
Build observability and evaluation workflows so we can understand agent behavior, catch regressions, and measure whether Sunbeam is getting better at the job.
Debug production agent runs from the model output all the way through database state, tool calls, customer context, and external API behavior.
Work directly with customers and internal operators to turn expert growth judgment into product behavior.
Ship quickly across the stack. On a given week, you might change agent instructions, add an MCP tool, create a skill to manage memory, tune a review gate, and fix a frontend workflow.

You have been building AI products for 3+ years, with experience in production LLM agents, evals, tool-use systems, retrieval/memory systems, or workflow automation.