joshuakelly

What other exciting projects like these exist?

https://www.lesswrong.com/posts/6Xgy6CAf2jqHhynHL/what-2026-...

You would aim to use CQL expressions inside of a PlanDefinition, in my estimate. This is exactly what AHRQ's, part of HHS, CDS Connect project aims to create / has created. They publish freely accessible computable decision support artifacts here: https://cds.ahrq.gov/cdsconnect/repository

When they are fully computable, they are FHIR PlanDefinitions (+ other resources like Questionnaire, etc) and CQL.

Here's an example of a fully executable Alcohol Use Disorder Identification Test: https://cds.ahrq.gov/cdsconnect/artifact/alcohol-screening-u...

There's so much other infrastructure around the EHR here to understand (and take advantage of). I think there's a big opportunity in proving that multimodal LLM can reliably generate these artifacts from other sources. It's not the LLM actually being a decision support tool itself (though that may well be promising), but rather the ability to generate standardized CDS artifacts in a highly scalable, repeatable way.

Happy to talk to anyone about any of these ideas - I started exactly where OP was.

Flexpa connects applications to health insurance data. We are looking to grow the team with a software developer who is excited to work on our mission of refactoring healthcare.

Our company handbook is open and available to get a sense for how we work [1]. For more details about our product, please review our developer documentation [2].

Our stack: TypeScript, Turborepo, NextJS, React, Tailwind, Prisma, PostgreSQL, Fastify, HL7 FHIR, Docker

What We Offer:

* A purposeful mission of refactoring healthcare

* Mentorship from experienced founders who have been through Y Combinator in S15 and W20.

* Support from world-class technologists, investors, and healthcare practitioners

* A unique culture where we "put the shopping cart back" and uphold values we take pride in

* Clear and competitive compensation targeting the 75th percentile rates

Skills & Experience:

* 2+ years of full-time experience as a software developer

* Proficiency in TypeScript and functional programming patterns

* History of shipping

To apply please submit an application at https://flexpa.applytojobs.ca/engineering/25554 and _afterwards_ send us an email to [email protected] about what makes you interested in the role!

[1] https://handbook.flexpa.com/ [2] https://www.flexpa.com/docs

Flexpa connects applications to health insurance data. We are looking to grow the team with a software developer who is excited to work on our mission of refactoring healthcare.

Our company handbook is open and available to get a sense for how we work [1]. For more details about our product, please review our developer documentation [2].

Our stack: TypeScript, Turborepo, NextJS, React, Tailwind, Prisma, PostgreSQL, Fastify, HL7 FHIR, Docker

What We Offer:

* A purposeful mission of refactoring healthcare

* Mentorship from experienced founders who have been through Y Combinator in S15 and W20.

* Support from world-class technologists, investors, and healthcare practitioners

* A unique culture where we "put the shopping cart back" and uphold values we take pride in

* Clear and competitive compensation targeting the 75th percentile rates

Skills & Experience:

* 2+ years of full-time experience as a software developer

* Proficiency in TypeScript and functional programming patterns

* History of shipping

To apply please submit an application at https://flexpa.applytojobs.ca/engineering/25554 and _afterwards_ send us an email to [email protected] about what makes you interested in the role!

[1] https://handbook.flexpa.com/ [2] https://www.flexpa.com/docs

Flexpa connects applications to health insurance data. We are looking to grow the team with a software developer who is excited to work on our mission of refactoring healthcare.

Our company handbook is open and available to get a sense for how we work [1]. For more details about our product, please review our developer documentation [2].

Our stack: TypeScript, Turborepo, NextJS, React, Tailwind, Prisma, PostgreSQL, Fastify, HL7 FHIR, Docker

What We Offer:

* A purposeful mission of refactoring healthcare

* Mentorship from experienced founders who have been through Y Combinator in S15 and W20.

* Support from world-class technologists, investors, and healthcare practitioners

* A unique culture where we "put the shopping cart back" and uphold values we take pride in

* Clear and competitive compensation targeting the 75th percentile rates

Skills & Experience:

* 2+ years of full-time experience as a software developer

* Proficiency in TypeScript and functional programming patterns

* History of shipping

To apply please submit an application at https://flexpa.applytojobs.ca/engineering/25554 and _afterwards_ send us an email to [email protected] about what makes you interested in the role!

[1] https://handbook.flexpa.com/ [2] https://www.flexpa.com/docs

At Flexpa we’re solving hard problems in healthcare by making it easy for patients to share their claims, benefit coverage, and other data from health plans. We’re a developer-first platform with rich APIs, robust developer documentation, and other tools to help applications to build novel patient and provider experiences powered by claims data.

We believe in open standards, open source, and open, transparent culture. We surround ourselves with excellent people who want to build the best products, with high independence, drive, and enthusiasm. We expect this will be a good role for mid-to-senior-level career developers who share our values and want to work on hard problems.

Our company handbook is open and available to get a sense for how we work [1]. For more details about our product, please review our developer documentation [2].

Our stack: TypeScript, Turborepo, NextJS, React, Tailwind, Prisma, PostgreSQL, Fastify, HL7 FHIR, Docker

Skills & Experience:

* 5+ years of working full-time as a software engineer (strongly preferred)

* Experience with TypeScript (strongly preferred)

* Experience with functional programming patterns (preferred)

Compensation: we benchmark comp offers to 75th percentile of comp for nearest major metro region for similar levelled roles at companies with similar levels of funding using Pave.com

To please email us at [email protected] (anti-spam detection: mention HN in the subject) and submit an application at https://flexpa.applytojobs.ca/.

[1] https://handbook.flexpa.com/ [2] https://www.flexpa.com/docs

At Flexpa we’re solving hard problems in healthcare by making it easy for patients to share their claims, benefit coverage, and other data from health plans. We’re a developer-first platform with rich APIs, robust developer documentation, and other tools to help applications to build novel patient and provider experiences powered by claims data.

We believe in open standards, open source, and open, transparent culture. We surround ourselves with excellent people who want to build the best products, with high independence, drive, and enthusiasm. We expect this will be a good role for mid-to-senior-level career developers who share our values and want to work on hard problems.

Our stack: TypeScript, Turborepo, NextJS, React, Tailwind, Prisma, PostgreSQL, Fastify, HL7 FHIR, Docker

Skills & Experience:

* 5+ years of working full-time as a software engineer (strongly preferred)

* Experience with TypeScript (strongly preferred)

* Experience with functional programming patterns (preferred)

Compensation: we benchmark comp offers to 75th percentile of comp for nearest major metro region for similar levelled roles at companies with similar levels of funding using Pave.com

To apply see our careers page https://flexpa.applytojobs.ca/ or email us at [email protected] (anti-spam detection: mention HN in the subject).

[1] https://handbook.flexpa.com/

Flexpa is making it easy for patients to share their claims, benefit coverage, medications, and other data from health plans. We're a developer-first platform with rich APIs, robust developer documentation, and other tools to help applications to build novel patient and provider experiences powered by claims data.

We believe in open standards, open source, and open, transparent culture [1]. We surround ourselves with excellent people who want to build the best products, with high independence, drive, and enthusiasm. We're building the Plaid for healthcare and we want you to join the team.

We build with:

* Fullstack TypeScript (strict mode) and ES2020

* Turborepo and a one repository monorepo

* NextJS, React, and Tailwind

* Fastify and JSON Schema

* PostgreSQL and Prisma

* HL7 FHIR

To apply see our careers page https://flexpa.applytojobs.ca/ or email us at [email protected].

[1] https://handbook.flexpa.com/

Flexpa is the fastest way for your digital health app to connect to new Patient Access APIs. Support linking sources of data from Medicare, individual & family, and employer group plans from Unitedhealthcare, Anthem, Humana, and more.

If you join us in 2022 you will be an early team member and help us shape decisions about what we are building and why, who we hire, and company culture.

Our pitch to you:

Flexpa is working in a hard space that matters to everyone. We are all future or previous patients in the healthcare system. Access to care is personal.

Flexpa has experienced founders. We've founded two YC companies.

* Flexpa has support from world-class technologists, investors, and healthcare practitioners.

* Flexpa has a culture of calm, respect, and a "put the shopping cart back" mentality.

Product designers on the team will:

* Design user experiences (UX) for both (1) patients who use systems that integrate with Flexpa and (2) the health care tech teams that create those integrations

* Design user interfaces (UI) for patient access including especially for Flexpa Login

* Advocate and build for a11y

* Be a technical contributor too - by writing CSS and helping us systematically manage product design with hybrid tools like TailwindCSS and Storybook

* Get to choose their trade tools (Figma, Origami, or Framer)

* Value clear written communication

Apply by sending us an email at [email protected] and mention HN.

Flexpa is the fastest way for your digital health app to connect to new Patient Access APIs. Medicare Advantage enrollees from Unitedhealthcare, Anthem, CVS Aetna, and Humana can permission access to third party applications.

If you join us in 2022 you will be an early team member and help us shape decisions about what we are building and why, who we hire, and company culture.

Our pitch to you:

Flexpa is working in a hard space that matters to everyone. We are all future or previous patients in the healthcare system. Access to care is personal.

Flexpa has experienced founders. We've founded two YC companies.

* Flexpa has support from world-class technologists, investors, and healthcare practitioners.

* Flexpa has a culture of calm, respect, and a "put the shopping cart back" mentality.

Product designers on the team will:

* Design user experiences (UX) for both (1) patients who use systems that integrate with Flexpa and (2) the health care tech teams that create those integrations

* Design user interfaces (UI) for patient access including especially for Flexpa Login

* Advocate and build for a11y

* Be a technical contributor too - by writing CSS and helping us systematically manage product design with hybrid tools like TailwindCSS and Storybook

* Get to choose their trade tools (Figma, Origami, or Framer)

* Value clear written communication

Apply by sending us an email at [email protected] and mention HN.

At Flexpa, we're making it easy for patients to share healthcare data. As of July 2021, 28 million Medicare Advantage patients can electronically share their health plan, benefit coverage, and medications. Flexpa is the easiest way to start using these newly released APIs.

If you join us in 2022 you will be an early team member and help us shape decisions about what we are building and why, who we hire, and company culture.

Our pitch to you:

* Flexpa is working in a hard space that matters to everyone. We are all future or previous patients in the healthcare system. Access to care is personal.

* Flexpa has experienced founders. We've founded two YC companies.

* Flexpa has support from world-class technologists, investors, and healthcare practitioners.

* Flexpa has a culture of calm, respect, and a "put the shopping cart back" mentality.

* Flexpa has clear and competitive compensation. On base pay: we will pay you more than average (by role and location). We target 75th percentile rates for everyone and use a third party to provide this data (happy to share it with you).

Developers on the team today:

* Get to drive product development

* Work with TypeScript everywhere

* Have a fast running CI pipeline and never wait on builds because we use tools like SWC

* Make generalist contributions and can touch any part of the product

* Value clear written communication

* Are passionate about security, privacy, and accessibility issues

Apply by sending us an email at [email protected] and mention HN.