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About the Role
We’re building an agentic platform at the intersection of medicine and law, transforming complex, high-stakes casework into structured, actionable context. Our system handles patient records, legal workflows, and sensitive decisions, so reliability, clarity, and thoughtful engineering matter deeply. As a software engineer, you'll work across the full stack: agent architectures, evals, the data and context that feed them, and the surfaces to interact with the platform and its harness.
Responsibilities
- Building and shipping a new workflow that takes over a step of the case process, driven by something a physician or our ops team flagged
- Designing the eval framework that decides whether an agent's output is reliable enough to ship, while piping the feedback into our synthesized knowledge base
- Improving how the platform ingests, indexes, and assembles the right case context for an agent to work from
- Adding new tooling to the interfaces users interact with day to day, bringing more of the platform's context and agent capabilities into their workflow
- Iterating quickly on a feature with direct input from users, refining the agents based on real-world usage and feedback
- Setting the patterns and tooling for AI-native development that the rest of the team builds on
Requirements
- Engineer for correctness and reliability, not just functionality
- Excited to work with frontier models, and care as much about the evals and guardrails around them as the models themselves
- Ship high-quality code fast, and can take a vague problem to a shipped solution without a spec
- Own problems end-to-end, from the agent logic to the interface a user actually uses
- Care about craft and the gap between something that works and something genuinely good to use
- Want to play long-term games with long-term people
Location
- San Francisco
Work Type
- Hybrid
Experience Level
- 30 years of experience running independent practices
Benefits
- Medical insurance through Blue Shield of California, with multiple PPO and HMO options
- Dental and vision insurance
- Unlimited PTO
- Lunch in the office
- Competitive equity package
About the Company
- We are a small team that cares about deep thinking, speed, craftsmanship, and putting customers first.
- Our mission is to build the best care experience in healthcare, on a 30 year horizon.
- We help physicians achieve independence by making it easier to start, operate, and grow their practices.
- We believe the future of healthcare will be driven by individual physicians, not by large bureaucratic systems.
- Lowering the barrier to practice ownership lets doctors deliver better care for everyone.
- The founding team brings deep expertise across medicine, product, operations, and engineering, including more than 30 years of experience running independent practices across urgent care centers, surgical centers, and beyond.
- We have built 0-to-1 products at Meta, Dropbox, Instagram, Coda, and Nomad, and have founded companies with valuations exceeding $1B and more than 100M MAU.
- We have strong product market fit. $15M+ ARR in under 15 months.
- We are profitable and funded by top tier healthcare investors.
- We are about 30 people today and rapidly growing across the company.
- You will fit in here if you want to own a product, a process, or a function and take it from 1 to 100.
- A high-trust, low-ego, high-ownership culture where people move fast, and take real responsibility
Equal Opportunity
- We are an equal opportunity employer.
- We celebrate diversity and are committed to creating an inclusive environment for all employees.
- We do not discriminate based on race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, disability, or any other characteristic protected by law.