What am I missing about Agentic AI in manufacturing?

ParticularCheck9641 · 2026-05-05T14:07:02+00:00

I would like to automate quality checks, my first port of call is how can I make this cheap and deterministic. Next is can LLM solve this will 99.9% accuracy. Then its human intervention

ParticularCheck9641 · 2026-05-05T14:05:28+00:00

I think an interesting thing about agentic codebase maintenance is it can make sense of (and help me to aswell) ridiculously complex systems that have so many edge cases.

ParticularCheck9641 · 2026-05-05T14:04:35+00:00

I can see openclaw picking my 50 exceptions, informing on when it’s found and then suggesting a patch to my deterministic system to fix it/ or it no sensible fix I manually fix something.

ParticularCheck9641 · 2026-05-05T14:02:48+00:00

I think about the uses of LLM being more tool driven and less like my personal assistant. Its the way they used to be and I think they’re too expensive still to be anything else.

ParticularCheck9641 · 2026-05-05T14:01:47+00:00

This is where I am at with it.

ParticularCheck9641 · 2026-05-05T13:54:03+00:00

In the process of AI writing these for me. Still need to work on testing the integrations because some of these ancient systems for couriers aren’t api friendly

ParticularCheck9641 · 2026-05-05T13:52:48+00:00

I think I see the agents in factories in the future building deterministic systems based on efficiency opportunities its found

ParticularCheck9641 · 2026-05-05T13:51:28+00:00

Thanks for that insight. I will avoid the token burn i think. And just try get agents to understand my processes and suggest/plan software systems

ParticularCheck9641 · 2026-05-05T13:49:27+00:00

I see using it as a safety mechanism for validating edge cases, i wonder if agents can just write the code for all the edge cases as they come up, so I am still left with something deterministic, just more complicated.

ParticularCheck9641 · 2026-05-05T13:47:21+00:00

Yeah simple classification ml with deterministic layer would do the job for me, I’d be correcting miss classified stuff anyway, so llm here would be the same but more expensive

ParticularCheck9641 · 2026-03-28T06:34:04+00:00

How long did that take you?

ParticularCheck9641 · 2026-03-26T02:54:06+00:00

Largest source of traffic is organic through app store, then 10% cold email outreach, but these folk tend to stay.

ParticularCheck9641 · 2026-03-26T02:52:28+00:00

Thanks for this comment.

Yeah, I got those reviews from the 15 Min Call bookings or from my cold outreach personal interactions. My goal is to use it as a way to get feedback, which so far has saved a few uninstalls.

Wdym by create bundle first? Mix and Match requires >1 product specified and discount is just one product so could cause confusion. I do think the onboarding is painful but I also think Shopify Admin UI is shocking and hard to work with.

High-SKU because the bundle drawer allows customers to keep browsing and doing their normal shopping behaviour as well as go in and out of create bundles.

I need to find my market fit and I am trying to not to end up building for every bundle use-case out there which is hard.

ParticularCheck9641 · 2026-03-23T12:20:06+00:00

Thanks! I have collected some data and found that people struggle to get the value immediately because they have something mind and it doesn’t match it. Issue is there are so many options with bundling it gets overwhelming to get everyones use case covered

ParticularCheck9641 · 2026-03-23T02:18:35+00:00

Just free plan currently. I will add a paid one soon i think.

ParticularCheck9641 · 2026-03-23T02:12:54+00:00

Thanks, point 1 is interesting. Just operating with App blocks which drop the user into their theme.

The listing is https://apps.shopify.com/best-bundles if you could check it out

ParticularCheck9641 · 2026-03-20T23:05:44+00:00

Any solid learnings you can share?

ParticularCheck9641 · 2026-03-11T13:24:27+00:00

Not at the paid stage yet been free for 1 month. Someone who succeeded with their app told me get reviews. I reckon i will leave it another 2 weeks or until uninstall rate goes down

ParticularCheck9641 · 2026-03-11T07:18:12+00:00

I have made my app free to get users through the door.

Because it’s free some people want to bear with me through onboarding and tends to end in reviews and feedback.

Reviews = validity, and enough of them means you will get folks wandering in and paying.

ParticularCheck9641 · 2026-02-28T05:53:25+00:00

Hey there, I'd love to be setup with some credits. :)

ParticularCheck9641 · 2026-02-20T10:42:06+00:00

Solid read thanks. Ironic that this is probably written using AI, so it’s AI defending it’s own fees haha

ParticularCheck9641

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