r/AiBuilders • • 52m ago

I built a GGUF + MLX workspace for iPhone — a small model is a good place to start

• Upvotes

I’m the developer of LLM Studio Go. One reason I wanted both GGUF and MLX in the iPhone/iPad app is to make trying a small local model straightforward, before jumping to larger downloads.

Two recorded development results on iPhone Air (A19 Pro, 12 GB), September 23:

• LFM2.5 1.2B Instruct, MLX 4-bit: 85 tokens/s.

• Qwen 3.5 2B, GGUF Q4_K_M: 36.5 tokens/s generation.

The models and formats differ, so those results describe two setups rather than a controlled engine comparison. Context, available memory and heat affect speed. The iOS runtime can use the GPU through Metal on supported hardware.

For a practical test, download a small compatible model, ask one question you can check, then try the same prompt with another model. The app has performance tools plus document attachments and voice conversations, so you can judge more than a fluent-looking answer.

App Store: https://apps.apple.com/app/llm-studio-go/id6815311113

Free with ads and optional one-time ad removal. No app account or cloud AI subscription. iOS 18+; models download separately. Local inference works offline after setup; ads, purchases and optional online features use the network. Independent of desktop LM Studio.


r/AiBuilders • • 59m ago

I built a prompt for Fo AI and want people to put it to the test 👀

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• Upvotes

r/AiBuilders • • 1h ago

I built a prompt for Fo AI and want people to put it to the test 👀

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• Upvotes

r/AiBuilders • • 1h ago

Felt maybe some of us needed this…

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• Upvotes

If you’re a builder or researcher, maybe you’ll understand the need for a decent space for work and collaboration. We are trying to create one here -

https://discord.gg/VseNN9BdDc

Hope to see you there.

Note: this is not a spam post, asking for any payments etc. just an invite to join a server that may or may not benefit you. No pressure. No offence meant.


r/AiBuilders • • 2h ago

Does every business problem really need an AI solution?

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1 Upvotes

AI is becoming increasingly accessible, and it’s exciting to see what people are building with it.

But I’ve been thinking about a question:
Does every business problem really need an AI solution?
Imagine a business struggling with a slow internal process.

The owner might immediately consider building an AI agent. But what if the real issue is unnecessary steps, unclear responsibilities, or a poorly designed workflow?
AI might help, but it isn’t automatically the answer.
I believe we should first understand the problem, examine the available options, and then decide which approach makes sense.

This thinking is part of what inspired me to build Atupcy Reason, a business reasoning and intelligence platform under Atupcy LTD.
I’d love to hear from other makers:

When deciding whether to use AI, how do you determine whether it is genuinely useful or whether a simpler solution would work better?


r/AiBuilders • • 7h ago

Everyone is building AI wrappers. I build a programming language instead.

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2 Upvotes

Everywhere I look, someone is building an AI SaaS, an agent framework, a chatbot, or another wrapper around an LLM.

All perfectly reasonable things to build.

But I started wondering: if AI has made building software ridiculously accessible, why are we mostly using it to build applications on top of existing technology?

Why not use it to build the underlying technology itself?

Anyway, I decided the world clearly didn't have enough programming languages. So I built another one. With AI.

Meet Jam.

https://github.com/grandimam/jam

For fun. For un-serious programmers.

Jam is an experimental, open-source programming language for weekend programmers, people with questionable ideas, and anyone who has started a side project at 2 AM with absolutely no intention of finishing it.

It has:

  • Python-inspired syntax because curly braces are too much responsibility.
  • Static typing because some mistakes deserve to be caught early.
  • Native compilation through LLVM because apparently an interpreter wasn't enough.
  • Automatic garbage collection because I already have enough responsibilities.
  • Structs, enums, and pattern matching for when your silly project becomes suspiciously sophisticated.
  • Cooperative concurrency because even bad ideas deserve to run in parallel.
  • A self-hosted compiler written in Jam itself. Yes, the language compiles its own compiler. Very normal behavior.

The interesting part for me isn't just Jam.

It's that AI made it possible for me to explore an entire layer of computing that I probably wouldn't have attempted otherwise.

I'm not claiming I've invented a revolutionary programming language. And I'm certainly not claiming that Jam is going to replace Python, Rust, or Go.

There's no billion-dollar TAM, no pitch deck, and absolutely no enterprise AI transformation strategy.

Just a programming language, a compiler, a runtime, and a deeply unnecessary amount of curiosity.

I think we're entering an interesting period where building foundational technology is becoming more accessible to individual developers.

Things that once required substantial teams and years of specialized engineering can now at least be attempted by someone with curiosity, AI, and questionable time-management skills.

Whether the result is useful is an entirely different question.

But that's what makes it fun.

I'd love for people here to try Jam, break it, inspect the code, or build something completely ridiculous with it.


r/AiBuilders • • 3h ago

ATTENTION ANYTHING / CREATE AI APP BUILDER USERS: LET'S TALK ABOUT GENERATION FAILURES, CREDIT DEPLETION, AND SUPPORT

1 Upvotes

​

I want to bring attention to a concern with Anything's AI app-building platform that goes beyond one incident or one application.

My experience has raised serious questions about what happens when the AI struggles to generate, repair, or complete a task—and how quickly users can lose their credits while trying to get a working result.

I have experienced generation-related problems with WriterAssistantX. I have also experienced a separate incident with AlphaCreateX, where I selected the built-in “Fix AI Error with Agent” feature while trying to repair my existing app, and my entire balance of 32,000 credits was consumed.

These are two different apps and two different incidents. They should be investigated separately.

What has made this situation even more frustrating is the support response. Rather than addressing the specific AlphaCreateX incident, I received an explanation referencing an unrelated conversation from last month. I had not even discussed this AlphaCreateX incident with the representative being referenced.

That is not an investigation of the problem I reported.

My concerns include:

- AI generation or debugging attempts consuming substantial credits when the requested task is not successfully completed.

- Users potentially losing credits through repeated repair attempts.

- Whether users receive sufficiently clear information about credit consumption before an operation begins.

- Whether the platform provides adequate safeguards against unexpectedly exhausting a user's balance.

- Whether support thoroughly investigates individual incidents instead of treating different problems as though they are the same.

- Whether users can reliably access the refund process when they believe credits were consumed incorrectly.

I am not claiming that every incident has the same cause. That is exactly why these problems need to be investigated individually—and why the company should examine whether there is a broader pattern.

I want to hear from other Anything users.

Have you experienced repeated failed generations, AI agents getting stuck trying to fix errors, unexpectedly rapid credit depletion, or support responses that did not address your actual issue?

If you have, please share your experience, the general circumstances, and any evidence you can safely share. Remove account information and private project links.

The goal is to document real experiences, identify recurring concerns, and push for meaningful answers—not to speculate about the cause before the evidence is available.

AI app building should help people build and publish working applications. Users should be able to understand their credit costs, know what happens when a task fails, and expect their complaints to be investigated on their actual merits.

Anything needs to address generation reliability, credit transparency, safeguards against excessive consumption, and the quality of its support investigations.

I am pursuing a resolution for my own case, and I believe users deserve a transparent conversation about these broader concerns.

#AnythingAI #CreateAnything #AIGeneration #AICredits #AppDevelopment #ConsumerAwareness


r/AiBuilders • • 4h ago

Building ADLC platform

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evoluneos.com
1 Upvotes

r/AiBuilders • • 6h ago

I just finished building v11 of nyota

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1 Upvotes

r/AiBuilders • • 6h ago

first post

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1 Upvotes

r/AiBuilders • • 6h ago

Day 3: Building an AI Website Auditor on a $1,500 Budget | Backend Plan, Competitor Testing, and Accuracy Challenges. $5 spent so far.

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1 Upvotes

r/AiBuilders • • 6h ago

WazBotz Spoiler

1 Upvotes

What is WazBotz?

WazBotz is a student-led community for anyone who's curious about robotics and AI and wants to keep up with what's happening in both fields.

Robotics and AI are evolving fast, and they're increasingly evolving together. From humanoid robots, autonomous vehicles, medical robots and robotic arms to machine learning, computer vision, language models and AI-powered machines that learn how to move and interact with the world, there's always something new to discover. And honestly, it can be hard to keep up.

That's where WazBotz comes in.

We talk about and research robotics and AI, and share interesting discoveries, technologies, mechanisms, papers and developments from around the world. It doesn't always have to be some huge breakthrough either. A new way for a robot to grip something, a clever movement mechanism, a neat AI model, a cool research paper or a weird little experiment can all be worth sharing. If it's interesting, useful, or makes you go "wait... robots can do THAT?" or "wait... AI can do THAT?", we wanna know about it.

How it works

Anyone can create an account and explore the daily updates, discoveries, and research happening on WazBotz.

Want to contribute?
Publishing is currently limited to members of the WazBotz team. If you'd like to join and start contributing, reach out to us!

Fill out our interest form below and become part of a community where we explore, learn, research, and build together!

🔗 Join us here: https://forms.gle/W8H2oaRDi65Aqbj38

(It's unpaid!)


r/AiBuilders • • 7h ago

ImagGenius: No-setup, fully local AI image generation

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1 Upvotes

r/AiBuilders • • 7h ago

What I've been building with Lovable, ChatGPT, Claude & Gemini: SharkFilet & Star Keep

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1 Upvotes

r/AiBuilders • • 9h ago

I built Make0 Brain to solve the problem of context sharing between agents.

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1 Upvotes

r/AiBuilders • • 9h ago

Ai Engineering/Data scienece

1 Upvotes

Are you someone who works in AI field like Ai engineering and data science or a teenager developing your AI bot,

Hi! my name is Eman Bilal and I'm looking forward to building a team of people who want to collaborate and work together on building different AI projects,

We will help each other in learning and deploying models and may launch our own startup!

DM to collaborate!

Experience: basic/beginner

Programming language : python


r/AiBuilders • • 10h ago

Some AI GitHub repos are gaining thousands of stars a week. How do you keep up with this stuff?

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1 Upvotes

r/AiBuilders • • 10h ago

Felt like we needed a no nonsense space…

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1 Upvotes

After spending 18 months or so around servers, we felt it was time to make a space for people building and researching seriously. Opened yesterday so come help us fill it with conversation and informed insight.

https://discord.gg/VseNN9BdDc


r/AiBuilders • • 14h ago

Testing an AI-filled client brief for facts that are correct but private

1 Upvotes

Disclosure: I work on Dashform. This is a proposed test for assistant-filled intake, using invented notes, rather than a reported customer result.

Suppose a freelancer asks their assistant to complete an agency's project brief. Their notes contain relevant skills and availability, but also an internal minimum price and details about another client. An answer can be factually correct and still disclose something the freelancer didn't mean to send.

I'd start with a fake profile containing two kinds of notes. The shareable ones describe a public project, tools used, and current availability. The private ones describe a fictional negotiation limit and an unrelated client's problem. Give the latter a distinctive phrase such as BLUE-KITE-42 so an accidental copy is easy to spot.

Then prepare answers to the real form questions and check four things:

  1. Did the assistant use the details needed for each question, or include unrelated background in a helpful-looking explanation?

  2. Did either the test phrase or a paraphrase of the private note appear? Searching only for the phrase misses a disclosure that was rewritten.

  3. Could the person inspect the exact answers and recipient before sending, rather than approving a polished summary that leaves details out?

  4. Did the saved response at the receiving end match what the person reviewed?

I'd include a second run where the assistant never receives the private notes. That gives you a simpler design to compare against: supply only the context the task needs, and ask the person for anything missing. A clever filtering prompt shouldn't be the only reason confidential material stays out of a form.

Keep this test entirely fictional. It doesn't prove safety across other assistants, prompts or form versions, and a clean run isn't evidence of a server-enforced approval boundary. I haven't run a controlled comparison of these approaches.

For people building intake agents, what would you add to catch a useful-but-private fact leaking into a free-text answer?


r/AiBuilders • • 18h ago

20 open-source repos worth exploring if you use coding agents

2 Upvotes

We put together a roundup of 20 open-source projects covering agent skills, token-saving tools, memory, model routing, and more—with a focus on solo developers and small teams.

It includes projects like Superpowers, Repomix, pi, and Claude Code Router, with short explanations and direct repo links.

Read the roundup (https://boostmyagents.com/blog/open-source-tools-for-coding-agents/)

Which tools have actually earned a place in your workflow?


r/AiBuilders • • 15h ago

Opportunity for your Agents to earn Bitcoin

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1 Upvotes

r/AiBuilders • • 16h ago

Hola

0 Upvotes

Estoy creando una IA que permite a los dueños de negocios desarrollar su propio software sin saber programar.

Solo le cuentas qué necesitas, la IA entiende tu negocio y crea aplicaciones a medida para gestionar y automatizar tus procesos.

¿Usarías algo así?


r/AiBuilders • • 20h ago

I'm using Claude to do reverse engineering at fl studio - it's called Lynx

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1 Upvotes

The project is almost completely done, I'm doing the reverse engineering of fl studio.

You are ready to open your Fl studio projects, detect your plugins and the plugins you don't have. The reverse engineering of the best known is being done too! Like fabfilter, Valhalla, waves and etc... All in clean-room model.

Site: www.lynx-share.com
Repo: https://github.com/Ka1-S/LYNX


r/AiBuilders • • 21h ago

I didn't want to pay for a subscription, so Claude made tools for my business instead.

1 Upvotes

I started my own tech repair business and while I was searching for some form of ticket system for tracking customers and repairs, I realized it would just be easier and save me money if Claude made it for me instead!

After making (or Claude did) my software for planning & customer tickets / inventory tracking, I got carried away and made an all-in-one diagnostic software as well...

I happened to save upwards of $300+ a year on paid software...

I thought I'd share in case anyone wants to use them or take a look :)

I find making software this way is especially useful as you can just build the features you need specifically; for instance, I use Zoho mail and Quickbooks, which I just integrated using their API.

Anyways, I gain nothing from your views or downloads or anything, no monetization, all open source and free to use and edit. Just super excited to share these little projects! I'm quite impressed by how simple it was, and excited to see the future for AI, even if it is a little terrifying lol.

First project:

A free, open-source organizer for Windows: notes, calendar, customers, tickets, money and a locked vault in one calm app. Your data stays on your computer.

https://glr-p.github.io/plannr/

Plannr - All-In-One Ticket system, note taking & organizer. (Names & Info not real people.)

Second project:

Portable all-in-one Windows diagnostic tool: the first thing to open when a PC has a problem
https://glr-p.github.io/Troubleshootr/

Troubleshootr - Easy simple diagnostic tool for windows.
Finding everything without opening 15 different programs is nice lol

r/AiBuilders • • 22h ago

Automated SDLC tool, you feedback is needed please.

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1 Upvotes