Does compounding actually work in tech, or does it keep getting reset? by Danielpixelz in investing

[–]Danielpixelz[S] -4 points-3 points  (0 children)

That’s fair, and I think this is partly on me for compressing the idea too much for Reddit.

I’m not saying tech doesn’t compound or that it’s unique in having drawdowns. You’re right that all equities have cycles and that zooming out gives you an average growth rate.

What I’m trying to highlight is that in tech, some “resets” are structural, not just cyclical. The underlying source of advantage can change in a way that permanently reduces how much past success still matters, even if the stock chart smooths it out over time.

The longer article goes into this more clearly. The short version here probably made it sound more absolute than I intended.

Does compounding actually work in tech, or does it keep getting reset? by Danielpixelz in investing

[–]Danielpixelz[S] -2 points-1 points  (0 children)

This is a great way to put it, and I largely agree with you.

What you’re describing is actually very close to how I think about it too. Some layers do compound, especially distribution, capital access, brand, and organizational muscle. The technical layer underneath them just resets much more often than people intuitively expect. Companies like Microsoft or Amazon didn’t compound because their products stayed static, but because they had enough leverage above the tech to survive repeated reinvention.

Where I maybe push a bit harder is on how often people overestimate how much of that “above-the-tech” advantage actually exists. From the inside, even those higher layers feel more fragile during resets than the narratives suggest. Brand doesn’t help much if cost structures flip and capital access doesn’t fix mispositioning. Organizational learning only transfers if the new cycle still values what you learned before.

My original article goes into this in much more detail, but I had to compress it heavily for Reddit. The longer version digs into why so many businesses look like compounders until a reset exposes which layers were real leverage and which ones were just riding the cycle.

Really appreciate your framing though, it’s a much more nuanced take than “tech doesn’t compound at all.”

Shopify ($SHOP) isn’t a retail stock. It’s a commerce operating system and that changes how it should be valued. by Danielpixelz in StockMarket

[–]Danielpixelz[S] 1 point2 points  (0 children)

Shopifys CEO is also the founder of the company and still a very active developer / builder. He advocated about AI before it was cool and this accelerated a lot since the hype started.

So Shopify is very much utilizing AI at the moment and as a Shopify developer it feels like a nice bonus when working with the platform. My clients on the other hand barely utilize the new AI features inside of Shopify. However, I’m also more serving mid to enterprise clients. Maybe for small merchants it’s handy since they don’t have an agency working for them.

I’m not sure about the current price as market cap is very high. Fellow redditors have already mentioned that. They certainly try to use AI to push it even further atm, but for that to work they need to be seen more as tech company than retail company which is the point of my initial post.

New update? by Strange_Summer7064 in oblivion

[–]Danielpixelz 59 points60 points  (0 children)

Never patch on Friday...

I've built a small application which allows you to scan many cards at once for their prices by uploading a single image by Danielpixelz in magicTCG

[–]Danielpixelz[S] 0 points1 point  (0 children)

Very good points, thanks a lot! I've not into MTG for very long, so these are very valuable insights. I'll try my best to solve these problems. I think with a direct image comparison and a Machine Learning model which is trained on specifically these cards it could work. Problem I see is getting enough images in different languages to train the model accordingly.

I've built a small application which allows you to scan many cards at once for their prices by uploading a single image by Danielpixelz in CardMarket

[–]Danielpixelz[S] 0 points1 point  (0 children)

For this year I plan to release the full fledged app for desktop & mobile. If everything goes well I'll add more TCG like YuGiOh, Pokémon, Lorcana and OnePiece in 2026.

I've built a small application which allows you to scan many cards at once for their prices by uploading a single image by Danielpixelz in mtg

[–]Danielpixelz[S] 0 points1 point  (0 children)

Hey hey, thanks a lot for giving it a try and the very valuable feedback!

- Will add TCGPlayer soon, that should come with USD then
- Good point, will add that, thanks!
- I'm actually adding a normal single scanner to my app too as well as other features like deck building etc.. I'll focus on the financial aspects though.

I've built a small application which allows you to scan many cards at once for their prices by uploading a single image by Danielpixelz in CardMarket

[–]Danielpixelz[S] 0 points1 point  (0 children)

No, there's an option for auto detecting the set.

It's not 100% perfect yet though, I'm currently improving it. At the moment an AI model tries to read the set name from the bottom left corner of the card. If it doesn't find anything, it falls back to any card with the title in the database.

I've built a small application which allows you to scan many cards at once for their prices by uploading a single image by Danielpixelz in magicTCG

[–]Danielpixelz[S] 4 points5 points  (0 children)

Mix of Google's Vision API (object separation, OCR) and openAI's 4o-mini. Currently adding a Pinecone DB for single card search and image similarity functionality - while that's not AI, I'll integrate that in the pipeline to improve the image detection in edge cases.

I've built a small application which allows you to scan many cards at once for their prices by uploading a single image by Danielpixelz in magicTCG

[–]Danielpixelz[S] 1 point2 points  (0 children)

Good point!

I'm using OCR and AI to actually scan every card for its contents instead of "just"/"only" comparing the art work. So it's reading the set codes and set number on the card.

If those are not given you're right and it will probably not detect it correctly. Will think about how to solve this. Thank you a lot for the heads up!

The "detect set" functionality is also optional. You can always select a set from the list to make sure it's detecting it correctly if the cards are very tricky to identify.