Software Engineer Agent Evaluation and Quality

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Anysphere, Inc. (doing business as Cursor)Visit Anysphere, Inc. (doing business as Cursor) website

Cursor is an AI coding-agent product operated by Anysphere, Inc.; it was acquired by SpaceX in August 2026 and continues to operate.

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About Anysphere, Inc. (doing business as Cursor)

Cursor provides AI-assisted software-development tools, including desktop and CLI coding agents, autonomous cloud agents, code review, and enterprise offerings.

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Skills

About the Role

You will build measurement, evaluation, and feedback-loop infrastructure for AI agents. You will create datasets, replay and scoring systems, dashboards, reliability alerts, and analysis tooling to turn user signals and agent behavior into product improvements.

Requirements

  • Experience building evaluation or measurement systems
  • Data analysis skills
  • Ability to collaborate with data scientists and researchers
  • Knowledge of model and agent behavior
  • Strong software engineering fundamentals

Responsibilities

  • Design and build AI evaluation systems
  • Build feedback loops from real user usage
  • Develop tooling to analyze and debug agent behavior
  • Define quality metrics, alerts, and triage primitives
  • Collect, clean, and interpret user signals

Hiring Process

2–3 short technical interviews, followed by an onsite office visit involving a small project, idea discussions, and team meetings.

Software Engineer Agent Evaluation and Quality at Anysphere, Inc. (doing business as Cursor) | JobStash