Software Engineer, Agent Harness

Anysphere, Inc

$100K — $150K *
Consumer Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 5+ years of experience in software engineering
  • Strong background in building agentic products or infrastructure
  • Proficiency in shipping production-level systems
  • Awareness of emerging research and trends in AI and model behavior
  • Ability to make decisions under ambiguity related to user experience and product design
  • Experience with evaluation datasets or frameworks for AI performance assessment

Responsibilities

  • Build core agent behavior and capabilities for Cursor products
  • Define and enhance the default Cursor agent experience ('Auto')
  • Develop multi-agent coordination features
  • Make informed model choices based on user needs and constraints
  • Collaborate with foundational model providers on integration and rollout of new models
  • Shape the personality of the default Cursor agent
  • Work closely with the research team to evaluate model performance

Benefits

  • Flexible working environment with options in San Francisco and New York
  • Collaborative team culture with opportunities for constructive feedback
  • Access to cutting-edge AI research and technologies
  • Opportunities for personal and career growth within an innovating company
  • Chance to work on impactful, user-centric projects in a rapidly evolving field
Full Job Description
Engineering • Full-time • San Francisco; New York
Apply

About the Role

As a Software Engineer on the Agent Harness team at Cursor, you'll build the core agent behavior and capabilities that power agent experiences across Cursor products. This spans agent orchestration, tools, guardrails, and model behavior tuning-designed as a platform that Cursor engineers can extend and depend on.

Your work will also define the default Cursor agent experience ("Auto"), where users trust us to make the right model choices under real-world constraints.

Example projects include:
  • Advancing the agent harness (agent loop, tools, prompts, execution environment, capabilities) used across Cursor products. This would shape and empower experiences like multi-agent coordination.
  • Improving the default Cursor agent experience (the "Auto" model setting): making smart model choices based on user needs, model capabilities, and cost appetite.
  • Shaping the default Cursor agent's personality.
  • Launching new models on Cursor end-to-end - partnering with foundational model providers and our research team on integration, evaluation, and rollout.


You may be a fit if
  • You have built complex agentic products or infrastructure.
  • You have strong software engineering fundamentals and enjoy shipping production systems.
  • You have taste and strong opinions on model and agent behaviors. You stay up-to-date and informed on emerging research and industry trends.
  • You make good calls in the gray area: weighing data, user experience, and product taste when there isn't a single "right" answer.
  • Experience building eval datasets or frameworks to understand and improve the performance of AI systems is a plus.
  • Experience building products or tools used by other engineers is a plus.


Applying

If there appears to be a fit, we'll reach to schedule 2-3 short technicals. After, we'll schedule an onsite in our office, where you'll work on a small project, discuss ideas, and meet the team.

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