Adeel

AI dev in Calgary

[Adeel @arbhaloo90]

@b4dgerr Yes, prompt screening. It's awesome at that. Testing it on judging answer fidelity rn

[Adeel @arbhaloo90]

@DivineMisprint @jordanarchivess right? kind of sad when I realized that's where my mind goes first now

[Adeel @arbhaloo90]

@anjalid2006 4-4-4-4 Breathing

[Adeel @arbhaloo90]

The frontier moved again. Happy to keep up.

In all honesty, prompt screening with a nano model and regex was not the most effective idea to begin with.

Most SMBs have small data sources, it just doesn't make sense to train a classifier at their scale.

[Adeel @arbhaloo90]

@LambethEthan ideally you don't need the screen either lol

[Adeel @arbhaloo90]

@ogi_joo Good hustle but watch your posture bud, it'll accumulate into bad outcomes over time (I've been through it, would not recommend)

[Adeel @arbhaloo90]

@noahreeveshq Praying for your family noah

[Adeel @arbhaloo90]

@DanielSmidstrup Switch to Cursor lol

[Adeel @arbhaloo90]

@noahreeveshq Thanks noah

[Adeel @arbhaloo90]

Tried out Jev in my system today for two purposes: screening user queries and judging answer fidelity.

It was awesome at the first and was pretty bad at the second. Am I doing something wrong?

[Adeel @arbhaloo90]

@crisabuilds Hi Cris! Building RAG (and eventually agentic automation) over legacy bussiness systems rn

[Adeel @arbhaloo90]

@0xPaulvibe lets connect buddy

[Adeel @arbhaloo90]

@elonmusk ok this was hilarious

[Adeel @arbhaloo90]

@vovudebosh lol your ads are good

[Adeel @arbhaloo90]

@riqsz5 haha yes

[Adeel @arbhaloo90]

video was made by Opus 5.5 based on our actual harness, still blows my mind

[Adeel @arbhaloo90]

10 minutes on X and you'll see 2 camps:

1. Put MCP over your systems, plug in Claude, ship.
2. Custom harness

1 is cheaper. We picked 2.

Why?

You trade time/money for better long-horizon performance, domain fit, and control. I think that's a good trade. What do you think?

[Adeel @arbhaloo90]

@suraj_sharma14 @BainandCompany I feel like it's too hopeful to expect them to reach these numbers (as of now at least), so the real question is what happens when the bill comes due?

[Adeel @arbhaloo90]

What if Jev was used for UI/UX use cases?

In the chat assistant I'm building for a company, it's very useful in deciding which artifacts to render into a chat panel.

Like do I need to show sources in this answer or not? Do I need to render a clarification card or not?

[Adeel @arbhaloo90]

@gabegreenberg just applied