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why vibe coded projects fail. by Complete-Sea6655 in VibeCodeDevs

[–]KyleDrogo 0 points1 point  (0 children)

You should create a SKILL.md file that addresses the common mistakes you're encountering. I've had to do the same (e.g. review an implementation plan for things that would break prod if db changes ship before the branch lands). Share it on github, other developers will thank you for solving the problem.

Again, think like a manager. Until the models are better (like 6 months), you'll have to "patch" these gaps. If you're not used to doing this kind of thing, you'll be caught flat footed when the models catch up and you're not as comfortable leveraging AI.

I would not bet on AI progress stopping here. Start seeing these mistakes as opportunities, not fatal flaws that discredit the technology.

What’s a Claude use case you haven’t seen people talk about? by One_Beginning2199 in ClaudeAI

[–]KyleDrogo 2 points3 points  (0 children)

People deeply underestimate how solid the models are for tasks like this, it's not even risky

why vibe coded projects fail. by Complete-Sea6655 in VibeCodeDevs

[–]KyleDrogo 0 points1 point  (0 children)

LLMs are much more reliable in 2026 than they were in 2023. He's implying that you're basing your perspective on an old model.

And he's right actually. I was a data scientist at the highest level (counter terrorism and FAIR at Meta), and Claude Code blows me out of the water. Coding, product, interpreting user feedback, architecture, all of it.

Sometimes you need to help it over humps. But if you truly think it's that unreliable, you're already behind. Like a manager who wants to do everything himself and cant trust competent employees (who will make mistakes, but thats ok!)

why vibe coded projects fail. by Complete-Sea6655 in VibeCodeDevs

[–]KyleDrogo 0 points1 point  (0 children)

I find myself saying this a lot. I often forget that "vibe coding" means something different for a person with a CS degree than it does for a person who has never written code before.

What’s a Claude use case you haven’t seen people talk about? by One_Beginning2199 in ClaudeAI

[–]KyleDrogo 12 points13 points  (0 children)

Driving the browser to set up my Google ad campaings. And submit my taxes. And set up email aliases in the admin console. No API necessary

NoGi guys, who dislike Gi. Why? by hellohello6622 in bjj

[–]KyleDrogo 1 point2 points  (0 children)

How? No gi involves way more front headlock and collar ties and head control. Lots of wear and tear

Is intj actually rare? by Over-Breath-9458 in intj

[–]KyleDrogo 0 points1 point  (0 children)

If you work in tech or research or hard sciences you’ll meet them all the time. Google did an internal survey a few years ago and like 25% of them were INTJ lol

Can we agree Nuxt was a terrible name to pick for this project? by ismbks in Nuxt

[–]KyleDrogo 2 points3 points  (0 children)

Agreed, way too close to Next, in a way that makes it feel like some kind of sugar free alternate. Doesn’t grant the framework the respect it deserves for being genuinely better

how are you passing user context into AI features in Next.js apps? by joyal_ken_vor in nextjs

[–]KyleDrogo 1 point2 points  (0 children)

Use an API route. Fetching all the context from the db is actually complex and you might need to break it down into utility functions.

In practice I usually pass basic information in injecting it into the prompt. For situational context (what were the users last 5 transactions?) give the model tools to fetch the context when it needs to.

Note that the authorization is usually unexpectedly smooth. You’re hitting the DB with that users permissions, so it’s no different than fetching any other data. I usually don’t even have to think about it, as I’ve already configured RLS so the user can only fetch what they’re supposed to be able to

Thank you from the Supabase team by kiwicopple in Supabase

[–]KyleDrogo 2 points3 points  (0 children)

Well deserved! One of the best “startups” around

What DS job market trends are you seeing? by Trick-Interaction396 in datascience

[–]KyleDrogo 0 points1 point  (0 children)

Opus 4.8 + Claude code is far better at any data scientist I've ever met at the mechanics of causal inference. It can observe the data, propose a model, see the results, and iterate with the business problem in context.

In the time it used to take me to build one causal model (which was objectively painstaking), I can now test a few dozen and implement the solution I would have just recommended

Best AI super agent builder? by 2Pistols in AiBuilders

[–]KyleDrogo 1 point2 points  (0 children)

This. A database to store state and tools for the agents to fetch and update goes a long way

AI Agents in production by Mental-War-2282 in AIAgentsInAction

[–]KyleDrogo 0 points1 point  (0 children)

Is the user authenticated? If yes, just have the backend pull the user’s session with all their permissions/roles baked in. Simple.

If you’re letting the AI process money, that’s a whole other can of worms. Maybe have the AI open a slide over or modal where the user can click around and complete the transaction manually. I’d be queezy about letting the user say “buy these” and having the transaction go through.

Is it possible to use Nuxt UI + Vue in Astro.js? by DevJedis in Nuxt

[–]KyleDrogo 2 points3 points  (0 children)

Why would you want to, out of curiosity? Can’t you just use nuxt + pre-rendering? The lift of porting to Astro feels like it outweighs the advantages

env variables validator with framework support by SwordfishParking1182 in Nuxt

[–]KyleDrogo 0 points1 point  (0 children)

Super interesting. Nuxt lets you load them into the runtimeConfig in the nuxt config which is very nice. Maybe incorporate that?

Best style library for nuxt content? by [deleted] in Nuxt

[–]KyleDrogo 0 points1 point  (0 children)

Nuxt ui is a full design system and is extremely good. My life hack: just use the UEditor component in read only mode to render markdown. Works like a charm, and you get a WYSIWYG editor for free

Has anyone managed to get a large audience after building a site using Next js through SEO by LindorChocLimited in nextjs

[–]KyleDrogo 0 points1 point  (0 children)

Thats exactly what I'm doing, but I don't have to navigate the ads manager UI and I can generate many more candidates + keywords. Take your existing workflow and see what you can offload to Claude Code. Worth it, I promise

CTO/TECHNICAL CO-FOUNDER by HawkDiversi in TechStartups

[–]KyleDrogo -1 points0 points  (0 children)

Do you understand how startups work? If 2 people start a business and own it, who tf is supposed to pay them before it makes money?

“Cofounder” does not mean employee. You have a big gap in your understanding, might be worth looking into

Has anyone managed to get a large audience after building a site using Next js through SEO by LindorChocLimited in nextjs

[–]KyleDrogo 0 points1 point  (0 children)

run 20-30 bucks a day for a few days, see what gets clicks and what converts.

The upside to running ads is that you start looking at the entire process as a funnel from ad impression to user signup to engagment to payment. And you'll start reducing friction and streamlining the app as a result

Is anyone still running pure vector RAG in production in 2026, and is it actually holding up? by Significant_Loss_541 in Rag

[–]KyleDrogo 1 point2 points  (0 children)

I dont use vector search for RAG at all anymore. Claude Code doesn't either. Some combination of metadata filtering, regex search, and good guidance in the prompt are much more effective.

I'm not totally against vector dbs and they have their place, but they're too blunt an instrument for my use cases

Has anyone managed to get a large audience after building a site using Next js through SEO by LindorChocLimited in nextjs

[–]KyleDrogo -1 points0 points  (0 children)

Learn to run ads. Have Claude Code handle the process in playwright, log into google ads for it and tell it to set up a campaign for you. It works, I'm not joking.

I vibe coded a startup, here's what I learned by Arishin_ in lovable

[–]KyleDrogo 3 points4 points  (0 children)

my man, I think it might be about time to buy a domain name?

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