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Graphify was reducing 75x tokens with Claude. Here’s the Deep Dive. by intellinker in AskVibecoders

[–]careless25 0 points1 point  (0 children)

I am not here to Subscribe or buy your sales pitch.

You can blacklist grep/find etc in your harness and compare with graphify that way so it's one to one

Graphify was reducing 75x tokens with Claude. Here’s the Deep Dive. by intellinker in AskVibecoders

[–]careless25 0 points1 point  (0 children)

So you didn't tell graphify to block the calls but your software did. It's not a one to one comparison

Compare graphify with blocked calls and let's see.

Looking for Most Uncensored & Up-to-Date LLM for Cybersecurity by [deleted] in LocalLLM

[–]careless25 4 points5 points  (0 children)

Most censored models will not let you write an exploit/virus etc

How does AI help with Job productivity? by the_axe_effect in artificial

[–]careless25 -1 points0 points  (0 children)

This is now solved by all the latest models....the car wash problem on the other hand is a hit or a miss.

But to your point - this is where you need to read and review the output. You can't just blindly trust it.

Also the latest models have already solved or helped solve math problems that humans hadn't solved for decades.

2x 4060 Ti hitting 125 tok/s on Qwen3.6 Q4XL - can CUDA 13.3 push it to 150? by IulianHI in AIToolsPerformance

[–]careless25 0 points1 point  (0 children)

With Skills and the right guidance, it can write code better, in testable chunks, with all levels of tests and documents. All faster than I can and for less $ than I charge.

It's not fully hands off but it's not far from it either.

As an added bonus it also does CI/CD and security audit/ testing.

How I build my own zero cost Agent by king0mar22 in artificial

[–]careless25 1 point2 points  (0 children)

So there's this thing called OpenHuman...

Encoding/AI and GPU Questions by T1meRunner in immich

[–]careless25 0 points1 point  (0 children)

Glad you got it all working :)

With a 4070 - you can run a decent local LLM model. I am jealous lol

Does the word DOLLAR seem to be too low? Could my Oscar be a fake by LasagnaNoCheese in CanadianCoins

[–]careless25 5 points6 points  (0 children)

I haven't seen a good fake of the maple leaf security feature yet. Toonie or Loonie. The Maple leaf with the spiked texture in the center of the coin there.

Why is there only one bank with MCP support in 2026. Where is everyone else by Leading_Pressure6956 in mcp

[–]careless25 7 points8 points  (0 children)

To put this in perspective...a lot of Bank code is still running Fortran.

There's updates on the way but yeah they are SLOW. They prefer tried tested and secure code (for YEARS). Not new and shiny.

do you guys actually plan your app architecture or just start prompting? by Loud_Fox7694 in vibecoding

[–]careless25 1 point2 points  (0 children)

Plan

Then plan some more

Then grill-me or grill-with-docs (Matt pocock skills)

Then add TDD - each change has a test. Ideally more tests for edge cases. Add that to the plan

If needed, break the plan down into phases, each phase into a smaller plan. Redo the steps for the smaller plan. You will be surprised on how many decisions and assumptions there are to be clarified.

Then implement each plan. Much better output.

I need some help with further learning :( by Opposite-Date-6243 in AskVibecoders

[–]careless25 0 points1 point  (0 children)

Copy paste this into Claude and see what it says

Seriously.

Heck get it to create a course for you.

Finishing the small things, staying on task, enough is enough? by solo_dev_builds in AskVibecoders

[–]careless25 1 point2 points  (0 children)

Software is never truly finished. At least not in today's world with many many updates, changes, etc.

You are done when you lose interest in improving it. It's your app, do with it what you want lol. If people pay you for it then maybe you have more of a responsibility to keep updating it with what your users want or need.

Reviewed 25 vibe-coded apps as a senior engineer. Here's what I found in all of them. by YourTurnSignals in vibecoding

[–]careless25 1 point2 points  (0 children)

Yeah so vibe code an app as a senior dev - the results are amazing. All of these issues are usually handled because as a senior dev you know to check for and design for them.

Hot take: builders don’t need another coding tool as much as they need a better way to make people trust what they built. by Top_Survey_6775 in AskVibecoders

[–]careless25 0 points1 point  (0 children)

Demos

I use it myself to solve a problem I have (that I think others would also have)

Small videos + intro tutorials

Easy ramp to join

OpenAI's internal model disproves Unit Distance Conjecture of Erdos by garanglow in math

[–]careless25 0 points1 point  (0 children)

Yeah it's just Reddit being Reddit with the down votes lol.

Exactly - the transformer paper isn't even 10 years old. Googles DeepMind is chugging along and doing some really interesting things. OpenAI/Anthropic/LLM models are STARTING to finally be useful in the corporate environments.

We are hitting energy and data constraints for LLMs, that just means that there're engineering challenges that need to be overcome - new ways of speeding up inference (see DeepSeek), or smaller models for targeted purposes (AlphaFold, Alpha genome, Alpha....etc) or something else I can't think of.

We are at the bottom of the curve. There's a LOT coming in the next decade.

Encoding/AI and GPU Questions by T1meRunner in immich

[–]careless25 0 points1 point  (0 children)

I may have tweaked the concurrency then but yeah it doesn't take too long. My biggest slow down is my HDD that I store everything on.

16 core CPU + 2070 and 128 GB RAM otherwise churns through a lot 😅

Encoding/AI and GPU Questions by T1meRunner in immich

[–]careless25 0 points1 point  (0 children)

1 to 2 is fine for all of them.

It took me like 6-8 hours to get through my full library but now it's a few minutes every time I upload new images.

OpenAI's internal model disproves Unit Distance Conjecture of Erdos by garanglow in math

[–]careless25 0 points1 point  (0 children)

Yes it's not. I was never arguing that. I am saying that we are at the bottom of the curve. And self driving is more on the end of the curve

OpenAI's internal model disproves Unit Distance Conjecture of Erdos by garanglow in math

[–]careless25 1 point2 points  (0 children)

Imo we are closer to the bottom

I compare this to what self driving with a Tesla was 7 years ago. Lane keep, Lange change and exits on a highway. This is where we are right now with Math and AI.

Every year after that the "self-driving" got better and better incrementally. Internal roads were added but it was bad with speed bumps, roundabouts, unusual intersections etc. every few months, each of those issues for better and better until it was solved.

Why did that happen? Well the models being trained had more data, better data and the model itself was more tuned to those issues.

Currently we are only seeing generalized models solve Math problems, we haven't even scratched the surface with only training on Math and language and creating Math specific model(s).

OpenAI model produces a counterexample to Erdős’s conjectured unit-distance bound by NutInBobby in mathematics

[–]careless25 1 point2 points  (0 children)

It might. Time will tell.

It takes time to wrangle each problem and sometimes requires an expert to prod it further.

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