PMS Interface | AI Automation |AI Service Designer @Pms_interface
I help brands automate manual work with AI → Notion systems, Service Blueprint, workflows & computer vision
Save 10+ hours/week
DM ‘SYSTEM’ for a free audit 👇”pms-interface.netlify.app everywhereJoined February 2026
"Most people ship features because AI said it works. But 'sounds right' and 'is right' are two different things. AI hallucinates with the same confidence whether it's correct or completely making it up - there's no built-in warning sign."
"AI doesn't 'know' things - it predicts the most probable next token based on patterns. Understanding that distinction is the difference between vibe coding an app and actually engineering a product that scales.
Our ML-powered seizure detection system took on a real gap in epilepsy monitoring — huge thanks to the DATICAN team (@UChicago, LASU, UI, Redeemer's) for the platform.
Grateful for the recognition 🚀
#AI#HealthTech#DATICAN
Another day to go again. 🤍
We've got to trust the process, go through the journey, and keep doing the work. The results will come.
We've got to make it work out. No giving up. 💪🏽✨
Happy midweek, Royalties! 🤍
Let's have a productive day ahead.
I build stuff like this — PR gates, AI-assisted review pipelines, dev workflow automation.
If you're a founder/team lead and want this in your repo, DM me. I'll tell you honestly if it's worth doing for your setup.
Monday thought: Claude Code shouldn't be your code writer. It should be your PR merge gate.
If your AI can't tell you what to test and how risky a change is, you haven't automated anything — you've just added another opinion.
Here's the workflow I run on every PR diff, in under 1 hour to set up:
Make a PASS/FAIL output mandatory
Require exact test commands, not "run tests"
One feedback loop — paste failure logs back once
Block merge unless the gate output exists
THE NEXT COMPETITION WON'T BE AI VS NO AI
I think that's the wrong question.
The real competition will be:
Businesses that use AI intelligently
vs
Businesses that simply use AI because everyone else does.
There's a huge difference............
Good morning mutuals,
We made it through another week. 😄
Hope your week went well and you got a little closer to your goals.
Weekend is almost here. Have a great day, and Happy Friday!
@sahildarz "Exactly, the danger isn't that AI is wrong, it's that it's confidently wrong. A hallucinated API call looks identical to a real one until it breaks in prod."
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