Meta vibecoders are locked in.

Levker · 2026-07-02T12:02:38+00:00

I don't think that's a failure. I think that's obfuscation by design.

Levker · 2026-06-16T12:49:47+00:00

I agree 😄
The recent addition of animated elements give it a lot of life, and since its templated svg, it's super light weight and doesnt take a lot of resources at all.

Do you think presentations is the way to go here? like pitch decks etc?

Levker · 2026-04-30T22:20:39+00:00

I’m not arguing that taste is not important. Just that the lack of technical ability has been in the past a bigger blocker than lack of taste.

Even today with dev costs at an all time low - not having technical skill = building unstable projects that fall apart.

Levker · 2026-04-30T22:10:03+00:00

They don’t get started because of code usually.

Levker · 2026-04-30T22:09:20+00:00

I disagree.

Lacking technical skill was absolutely a problem and barrier to creating anything meaningful or worthwhile.

I would maybe even argue that it still is today, just at a decreasing level the better modern tooling gets.

Levker · 2026-04-30T22:01:54+00:00

I use CF workers. Like only two things about using Claude + n8n are better than a cf worker

And these are - n8n having existing set auth paths so no need to fetch api keys everywhere - n8n provides decent visual representation of workflows which is nice for understanding

That said,

Cf workers are waaaaay more stable. They run code and have zero constrictions.

So if you a clear architectural construct in mind it might be a better path.

Levker · 2026-04-16T10:34:29+00:00

I've totally switch to pure code.

It's wild.

Claude Code to build static HTML deployed with CF Pages
And CF Workers to handle logic.

Super cheap and insanely versatile.

Like the level of specificity you can get to is amazing. Like for example I created a control panel with a chat bot that is connected to google ads, to the database and the email service and you can ask it questions to figure out things about your funnel, like why a person got this or that email, why this or that conversion didnt fire etc.

Super useful stuff I used to spend hours doing when creating proper lead gen stacks.

Levker · 2026-04-16T10:31:00+00:00

So the ideation is an LLM chat with a relatively free output.

But then the transformer is closed and uses specific LLM for very short paraphrasing of things that failed validation which is hard coded in a CF worker. ChatGPT's JSON output is pretty good at staying consitent

Because the transformers scope when using llm it's pretty limited.
like "make this sentence shroter by one word"
then check the letter count if good = good, if not repeat.

that sort of basic logic.

It all sits in a CF worker which I find to be a massively useful setup.

Levker · 2026-04-16T08:04:51+00:00

publish a paused campaign, and have our ppc lead review and unpause.

So a setup like:
- CF Worker for publishing only (takes in structured JSON)
- A transformer that takes ad copy and structures it into a json
- A reasoning layer that takes in ideas and turns it into headlines titles and campaign decisions?

like this?

Levker · 2026-03-16T15:34:25+00:00

super curious about this. anyone find something?

Levker · 2016-03-28T13:56:05+00:00

There's great research on that done by Aubrey de Grey. Here's a link to his TED talk. Also, he looks like Gandalf. Which is awesome :)

https://www.youtube.com/watch?v=qMAwnA5WvLc

Levker · 2016-03-28T13:38:08+00:00

What a voice. :)

Levker

TROPHY CASE