ByteWorthy Labs
Open source tools. Built for healthcare.
Every project started as something we needed. Published under MIT or CC0 so clinics, researchers, and developers can build on them without asking permission.
Live now
Featured projects.
Shipped, open source, and accepting issues and pull requests.
Free CMS coverage policy changelog. Ranked weekly. RSS, JSON, CSV.
A static workbench over the public CMS Coverage API. Ranked LCD/NCD updates, Monday briefs, operator review lanes, per-contractor feeds, and deep-linkable URLs. No login, no PHI, no paid API.
Public CMS data only. No payer data, no PHI.
honeypot-med
Test whether your healthcare AI can survive a prompt-injection attack.
Paste your AI workflow prompt. Get an investor-ready security verdict in under a minute. Built to expose the gap between 'we use AI' and 'our AI is safe to use with PHI.'
hightimized
Audit your hospital bill. Generate a dispute letter.
Free, private, browser-only hospital bill auditor. Paste your itemized bill, get a plain-English breakdown of suspicious charges, and generate a dispute letter ready to send. Zero data leaves your browser.
Free and browser-only. No data stored.
vqol
Patient-owned vein outcomes tracker.
A clinic-branded outcomes tracker for venous procedures. Patients log symptoms and healing milestones. Clinicians get structured data without calling the patient. A fork through one JSON file.
Instrument license pending. Clinic deployments under published research-instrument terms.
Early access
In private beta.
Working software. Not yet open to the public. Leave your email and we'll let you in first.
Measure wound healing in mm² from your phone.
Free, offline ICD-10/HCPCS/LOINC/RxNorm lookup.
Coming soon
On the roadmap.
Early stages. Get notified when they ship.
Remote patient vitals via webcam.
Lab result plain-English explainer for patients.
Medication adherence visualization.
Why open source?
The philosophy behind it.
You own what you deploy.
When you fork an MIT licensed repo, you have the code. The vendor can disappear, raise prices, or pivot. Your system keeps running. That's the point.
Transparent beats trustworthy.
A closed source tool that says it's HIPAA compliant asks you to take their word for it. An open source tool lets your security team read the code. That's a different conversation.
Healthcare needs local options.
PHI can't leave the building without a signed BAA. Open source AI models like Llama, Gemma, and Mistral run on your hardware. No external API call. No compliance gap.
Build once, improve together.
Every clinic that forks the repo and fixes a bug makes it better for the next one. That compounds in ways no single vendor roadmap can match.
License
All open. No strings.
All ByteWorthy Labs projects are MIT licensed or CC0 unless the project page says otherwise. Fork them. Deploy them. Sell them. We only ask that you don't remove attribution from user-facing UI where it exists.