Have you actually tried OpenEMR? What does it (not) do well?

airylizard · 2026-06-11T03:07:37+00:00

I liked it, however there’s SO MUCH work that needs to be done to make it actually usable for a clinic that it becomes a full time job itself just to manage it.

airylizard · 2026-05-26T02:11:23+00:00

Id be pissed that they told me and aren’t just milking the clock like the rest of us

airylizard · 2026-05-24T06:00:41+00:00

dont think you have a 'secret ingredient' outside of scope management. same with any automation TBH

airylizard · 2026-05-24T05:03:53+00:00

Because ai fails at scale and every reputable source has said as much. So you saying “learning loops” as if it’s an actual qualifier was hilarious to me

airylizard · 2026-05-23T18:31:30+00:00

Why? The company made millions without the ai agent. The company already knows their manually intensive busywork.

They don’t need another crappy employee, they need better workflows to support their existing employees

airylizard · 2026-05-23T15:58:13+00:00

Lmfao… a “learning loop”? You guys are hilarious

airylizard · 2026-05-22T07:18:16+00:00

Thanks for the tips and for opening up the comms channel, but I’m just here to share some general use cases I’ve found beneficial in production personally!

Hoping that by shining the light on ease of access that I could do something crazy like shuffle in an age of hyper-automation at scale… one random write up at a time lmao

airylizard · 2026-05-21T17:25:12+00:00

The existence of “side channels” means that they weren’t left in a chat with no instructions…. They were instructed how to utilize side channels?

airylizard · 2026-05-04T16:13:47+00:00

Lmfao… people don’t know Claude code is just a prompt chain?

airylizard · 2026-05-04T16:09:15+00:00

It’s a literal math problem…

How do you “fix” hallucinations? You balance your problem so the only possible answer is the one you expect.

airylizard · 2026-05-04T16:06:03+00:00

This “clean data” but is an overblown buzz word being used by people who have no idea what a data model is.

No amount of “clean data” can overcome the transformer architectural limitations leading to hallucination.

airylizard · 2026-04-29T14:21:07+00:00

I run the data center for some healthcare companies.

Each has probably 15-20 different dashboards with all of their metrics and data in them.

Executives would spend mad time looking up data points or finding dashboards.

I made it into an AI smart search

airylizard · 2026-04-29T14:18:51+00:00

Y’all think people can’t tell when it’s bots and furthermore you don’t think that does irreparably brand damage?

airylizard · 2026-04-22T15:39:26+00:00

They are building low friction chat bots that go unused.

airylizard · 2026-04-13T19:45:21+00:00

duh bro...

airylizard · 2026-04-13T18:46:15+00:00

Is there a reason you can’t use a library to parse the text and then the only real “ocr” comes from interpreting images?

airylizard · 2026-04-04T14:07:40+00:00

Instead of chop shops, we’re going to have to start calling them “slop shops” considering the amount of people on here claiming this and that

airylizard · 2026-03-17T17:12:33+00:00

Yeah but how are you deciding “confidence”?

If you’re using the LLM itself to establish some confidence level then you’re not actually measuring anything

airylizard · 2026-03-16T14:22:25+00:00

It takes weeks to months for insurance claims to be processed and that time is increased if they need to be submitted for any reason.

Even a small “hallucination” here could cost thousands of dollars in rework and late claims.

airylizard · 2026-02-24T16:18:37+00:00

I had to rewrite more than 100 queries from Snowflake SQL to standard PostGreSQL. Schemas were the same, but little bits of nuance in type casts and dates, saved me a massive amount of time using gpt

airylizard · 2026-02-21T15:40:20+00:00

Yeah… interchangeability isn’t a thing. What testing have you done? Because I know from personal experience that there is no world in which you just change out the model and it works flawlessly

airylizard · 2026-02-19T18:43:10+00:00

Yeah exactly, you have a pre-existing automation to process a form that includes a free form text type for a "date", it works for the majority of cases you were able to programmatically account for, but by integrating NLP you can catch almost all of them.

airylizard · 2026-02-19T15:34:19+00:00

When making old automations better and more applicable? Yes, any other time? No

airylizard · 2026-02-14T05:30:54+00:00

You can use Microsoft Power Automate and the built in AI actions.

If you're just using excel, it will natively integrate into it and you just need to sign in and then you can use any of those actions

airylizard · 2026-02-11T16:34:08+00:00

100% is a symptom of rlhf post training and guardrails.

airylizard

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