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Article URL: https://www.thecut.com/article/emdr-therapy-neuroscience-ptsd-psychology.html

Comments URL: https://news.ycombinator.com/item?id=47109441

Points: 2

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I’m researching how Telehealth platforms and credentialing software handle medical license verification across multiple states.

From what I can tell, verifying a provider typically involves:

Checking NPI (NPPES)

Screening against the OIG exclusion list

Verifying active status with individual state medical boards

NPPES and OIG data are relatively structured, but state board data appears fragmented. Some states provide bulk downloads, others expose search portals, and some have terms that restrict commercial aggregation.

In one conversation with a Telehealth founder, I heard the pattern was “start manual, outsource at scale.” Most of the solutions I’ve found seem to be service-heavy credentialing vendors rather than API-first infrastructure.

I’m trying to understand:

Is license verification generally treated as a solved problem via enterprise vendors?

Do teams build internal tooling for this?

Is there meaningful demand for an API layer, or is the market too small / too service-oriented?

If you’ve built or operated Telehealth or credentialing systems, I’d appreciate your perspective.

Comments URL: https://news.ycombinator.com/item?id=47109284

Points: 1

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Article URL: https://bigthinkmedia.substack.com/p/the-tiny-technology-that-rules-the

Comments URL: https://news.ycombinator.com/item?id=47109266

Points: 1

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Article URL: https://domofutu.substack.com/p/the-17-risk

Comments URL: https://news.ycombinator.com/item?id=47109262

Points: 2

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Article URL: https://www.theregister.com/2026/02/20/ditching_aws_euro_stack/

Comments URL: https://news.ycombinator.com/item?id=47109261

Points: 1

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Article URL: https://www.jpl.nasa.gov/missions/cadre/

Comments URL: https://news.ycombinator.com/item?id=47109251

Points: 1

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Article URL: https://www.withdiode.com/

Comments URL: https://news.ycombinator.com/item?id=47109247

Points: 1

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Article URL: https://www.youtube.com/shorts/-PvzJtryBS4

Comments URL: https://news.ycombinator.com/item?id=47109239

Points: 1

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Hi HN,

I built Xpaper (https://github.com/laiso/xpaper), an open-source Chrome extension that curates and summarizes your X (Twitter) timeline into a clean, readable newsletter format.

Like many of you, I wanted to distance myself from the endless scrolling of Twitter, but completely quitting wasn't an option—I still needed to extract the signal from the noise. I built this to solve that exact dilemma.

I took a specific technical approach that I thought HN might find interesting:

1. *No Backend, Pure DOM Scraping:* I didn't want to mess with the restrictive official API or run a fragile scraping backend. Instead, the extension reads the timeline directly from the DOM in your active tab. Since it only processes what's already visible locally on your screen for personal use, it operates cleanly within the browser environment.

2. *Cloud LLMs for Best UX, Local LLMs for Privacy:* While Xpaper is designed to work best with Cloud APIs (OpenAI, Anthropic, Gemini, OpenRouter and more) for speed and quality, I also built full support for *Local LLMs as an option* for users who prioritize privacy. Your timeline data never has to leave your machine if you choose to connect to Chrome's experimental Built-in AI (Gemini Nano via `window.ai`) or Local Network LLMs like Ollama/LM Studio.

3. *Bypassing Manifest V3 Local IP Restrictions:* Connecting an extension to local LLMs (like `192.168.x.x` or `::1`) in Manifest V3 is notoriously difficult because you can't easily use IP wildcards in `host_permissions`. I had to implement a dynamic permission request flow (`chrome.permissions.request`) specifically for RFC 1918 and loopback addresses to make "Bring Your Own Local Server" actually work smoothly.

4. *Combatting "AI Slop" with Multi-Agent Auditing & Human Review:* There’s a lot of valid criticism lately about "vibe coding" leading to the mass production of insecure "AI slop". Extensions that handle DOM injection and LLM outputs are specifically an XSS nightmare waiting to happen. To prevent this, I implemented a rigorous review process: I had 3 different AI agents mutually cross-review the codebase specifically focusing on vulnerabilities (XSS, DNS rebinding, CSP). Finally, I conducted a thorough human review as the last line of defense. The entire audit methodology is documented in the repo.

It’s completely open source. I'd love your thoughts on this "local browser scraping" approach, the security auditing process, or the UX!

Repo: https://github.com/laiso/xpaper

Comments URL: https://news.ycombinator.com/item?id=47109235

Points: 1

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Article URL: https://github.com/mrrkrieg/talentclaw

Comments URL: https://news.ycombinator.com/item?id=47109224

Points: 1

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Article URL: https://www.aboutamazon.com/news/aws/aws-service-outage-ai-bot-kiro

Comments URL: https://news.ycombinator.com/item?id=47109208

Points: 1

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Article URL: https://small-js.org/News/News.html

Comments URL: https://news.ycombinator.com/item?id=47109202

Points: 1

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Article URL: https://techcrunch.com/2026/02/21/google-vp-warns-that-two-types-of-ai-startups-may-not-survive/

Comments URL: https://news.ycombinator.com/item?id=47109182

Points: 1

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Article URL: https://discrepancyreport.com/lawyer-says-google-shut-down-his-gmail-voice-and-photos-after-notebooklm-upload/

Comments URL: https://news.ycombinator.com/item?id=47109174

Points: 6

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Article URL: https://twitter.com/Designarena/status/2024953281051787279

Comments URL: https://news.ycombinator.com/item?id=47109160

Points: 1

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Article URL: https://techrights.org/n/2026/02/21/Microsoft_Controlled_Media_With_Embargo_and_Press_Operatives.shtml

Comments URL: https://news.ycombinator.com/item?id=47109156

Points: 2

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Article URL: https://github.com/Leading-AI-IO/the-silence-of-intelligence/blob/main/docs/en/the_silence_of_intelligence.md

Comments URL: https://news.ycombinator.com/item?id=47109140

Points: 1

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Article URL: https://news.mit.edu/2026/3d-printing-platform-rapidly-produces-complex-electric-machines-0218

Comments URL: https://news.ycombinator.com/item?id=47109138

Points: 1

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Article URL: https://zigistry.dev

Comments URL: https://news.ycombinator.com/item?id=47109132

Points: 1

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Article URL: https://www.youtube.com/watch?v=9HxGW2KCNVQ

Comments URL: https://news.ycombinator.com/item?id=47109124

Points: 1

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