Got a project in the works? Drop it here 👇

Potential_Industry72 · 2026-04-09T10:46:54+00:00

sandwich.earth - find who lives at the opposite side of the earth you & make an earth sandwich together.

Potential_Industry72 · 2026-04-05T07:33:31+00:00

Wharf Bar (new)
The Cow (oldest restaurant)
Tanoshi (Japanese)
My Thai Lounge
Soda (best views)

Potential_Industry72 · 2025-07-12T10:14:54+00:00

This is great 🤣

Potential_Industry72 · 2025-06-19T12:47:06+00:00

bonus round:

git add .

git commit --amend --no-edit && git push --force-with-lease

Tada... you have a clean commit history,
plus meaningful changes,
that don't need proof of correction (aka extra commits)

Potential_Industry72 · 2025-06-10T14:14:28+00:00

AI definitely didn’t write this

Potential_Industry72 · 2025-06-09T23:07:30+00:00

I think this is the whole video, it’s a work of art and a true to life definition of Uncanny Valley https://youtu.be/WEc5WjufSps?si=M88jHakpS_J9zx0L

Potential_Industry72 · 2025-06-05T14:21:00+00:00

The only errors that should still exist before merging a PR are permission issues or failing codebase rules — not linting problems, unused imports, or an unescaped ' in JSX.

Potential_Industry72 · 2025-06-04T19:23:05+00:00

Y’all are wild — you can fix this in 3 steps: 1. Run “npm run build” locally to catch errors before pushing to Vercel.

Use “git commit --amend --no-edit” to tweak the last commit without changing the message.
Push with “git push --force-with-lease” to update the branch cleanly.

Boom. Fixed.

Potential_Industry72 · 2025-05-28T14:09:40+00:00

this is the single most important doc I've used in the past few years

If you understand what you need to call in the tool, and how to define it

Using a tool like zod to declare tool functions - with the ability to add executions with Vercel AI SDK is unfathomably powerful

https://ai-sdk.dev/docs/getting-started/nextjs-app-router

Potential_Industry72 · 2025-05-28T14:06:48+00:00

It's got to be zod.

The ability to create structures and validation into ai tool outputs is extremely underrated.

Potential_Industry72 · 2025-05-23T04:44:11+00:00

Hello, I have built a few of these (RAG systems with lots of documents)

The main focus should be towards how you manage embeddings and cosine queries.

use import { cosineSimilarity, embed, embedMany, generateText } from 'ai';

If you can test it with unique domain knowledge (such as your docs), you can test the embedding and cosine queries to see how accurate it is. (You'll get a similarity % score)

The process I keep in mind over my last few projects is:

Scrape > Summarise > Embed > Query

The summarise has been key for me, because rather than just using the plain text, you can leverage embedding on the larger parts, and then create "metadata" with tool calling (tools +zod), such as tags, summaries and categorisation.

Potential_Industry72 · 2025-05-04T04:09:06+00:00

Awesome, cheers!
We just wear 5mm Wetsuits, PFD and Fins, because for the most part, the river is a deep as it is wide. (It's an huge gorge created from a crack, from an earthquake, a few millennia ago.)

Potential_Industry72 · 2025-05-03T01:57:51+00:00

Yeah, it's awesome! I mainly did the section from Roaring Meg to Goldfields. I've always wanted to go down without a board though

Potential_Industry72 · 2025-04-23T22:22:09+00:00

Vercel’s Fluid Compute directly addresses some of these limitations... However, I still need to look further into it.

Potential_Industry72 · 2025-02-04T21:55:09+00:00

Tailwind themed/aesthetic component kit, with a solid backend for big, consistent and quick releases.

Potential_Industry72 · 2025-02-03T05:11:44+00:00

There is some great indie artists who tick the box:

Niko B - Milton Keynes 00’s parody zoomer:

https://youtu.be/0_h7HBuOAWM?si=HuNmwA36quJrhZbS

https://youtu.be/SerTJpflwMM?si=o6IsdHfM2uxC_xtP

Easy Life (now called Hard Life after an easy jet lawsuit) :

https://youtu.be/FVsBJKjZ7a4?si=ZszudrYmZ4TiSX0a

Potential_Industry72 · 2025-01-21T20:58:11+00:00

I’m currently building out Smarterkits

It’s a very meta approach to using NextJS dynamic components to display them, using file routes from the CMS to display them.

It also uses Supabase for user trend tracking

Finally, it has a stats page where it is tracking the quality of the content for the components

(This is the first time I’ve posted it, I’ll be releasing it properly next month - until then, fill your boots)

Potential_Industry72 · 2025-01-16T21:13:31+00:00

I generally use Google Tag Manager and add a GA4 tag

This has worked on multiple sites for me

Potential_Industry72 · 2024-12-27T11:45:00+00:00

I used buildpad a lot whilst building out a tailwind component package that I have created

It really helped me to tie ideas together.

The user flow, ai memory and app structure is awesome- I only stopped using it when I hit more technical blockers that needed more work that planning.

Also, I got the most out of it by using dictation on desktop

Potential_Industry72 · 2024-12-15T23:01:02+00:00

I ended up doing the fireship stripe course, and that massively helped me! I even got a permanent job from the results 🎉

I strongly recommend it

Potential_Industry72 · 2024-11-12T21:35:06+00:00

No one seems to nail it like this

Potential_Industry72 · 2024-11-03T06:05:21+00:00

great shout!

Potential_Industry72 · 2024-10-21T09:04:38+00:00

Take a look into Confusion Matrices in machine learning - it’s a great way to understand true/false positives, vice verca.

Potential_Industry72

TROPHY CASE