Binx

Backend SWE | Tinkerer | Data Surfer

[Binx @BinxNet]

Full Flux.1[dev] Img2Img + GPT-Interrogator + Upscaler workflow
https://t.co/IoDJJGWcLr

[scaredofboobs🪲 @boobs_scary]

I hacked the engine out of comfyUI's image-to-3d to utilize llama.cpp and now it can run quantized models and this workflow is down to 4g of VRAM.

You're paying $400 a month in meshy credits for something you can run on a GPU from 2018.

[Binx @BinxNet]

@sudoingX There are plenty of low-hanging fruit when it comes to improvements to optimizations, also... which Google's dropped on everyone.

Fine-tuning dense models to compress knowledge to fit on edge devices is coming, also.
The future for consumer hardware is looking bright.

[404oops @oops4041555]

I'm actually going feral. Look at this shit.

[monerobull @monerobull]

Mega-corps buying black market data from shadow libraries, using untraceable crypto currency, to build a digital god.

Cyberpunk 2026

[Benji Taylor @benjitaylor]

Introducing Agentation: a visual feedback tool for agents. Available now: ~npm i agentation

Click elements, add notes, copy markdown. Your agent gets element paths, selectors, positions, and everything else it needs to find and fix things.

Link to full docs below ↓

[GitHub Projects Community @GithubProjects]

Tiny alternative discord client with a smaller footprint, snappier startup, themes, plugins and more

[cocktail peanut @cocktailpeanut]

Great tips here, the best part is you can also do all this with nothing but your PC locally. LTX-2 available open source, and there are tons of good enough open source image generation models that are fast enough.

[Anthropic @AnthropicAI]

We’re publishing a new constitution for Claude.

The constitution is a detailed description of our vision for Claude’s behavior and values. It’s written primarily for Claude, and used directly in our training process.
https://t.co/CJsMIO0uej

[𝖓𝖎𝖓𝖊 🕯 @atlanticesque]

I actually do think AI is in a bubble

But some people seem to think the AI bubble popping would mean, like, that LLMs get un-invented

[Binx @BinxNet]

6 years into SWE dying in 6 months btw

[Wes Roth @WesRoth]

"Software Engineering Will Be Automatable in 12 Months,"

Anthropic CEO Dario Amodei predicts that AI models will be able to do 'most, maybe all' of what software engineers do end-to-end within 6 to 12 months, shifting engineers to editors.

[Binx @BinxNet]

@0xSero @fatihozgen85 nah you can just give it the contents of a buffer and any delimiters you wanna specify as part of a harness, then let it fill in with a hotkey/motion

[Binx @BinxNet]

@0xSero @fatihozgen85 you can… make a thing that lets it do that…. so yes?

[ThePrimeagen @ThePrimeagen]

its crazy to think that you are not responsible for the code you produced....

like have you ever worked anywhere?

...

wait a second

[Purz.ai @PurzBeats]

How to Actually Control Style with LTX-2 LoRAs

[Charly Wargnier @DataChaz]

NVIDIA just removed one of the biggest friction points in Voice AI.

PersonaPlex-7B is an open-source, full-duplex conversational model.

Free, open source (MIT), with open model weights on @huggingface 🤗

Links to repo and weights in 🧵↓

The traditional ASR → LLM → TTS pipeline forces rigid turn-taking.
It’s efficient, but it never feels natural.

PersonaPlex-7B changes that.

This @nvidia model can listen and speak at the same time.

It runs directly on continuous audio tokens with a dual-stream transformer, generating text and audio in parallel instead of passing control between components.

That unlocks:
→ instant back-channel responses
→ interruptions that feel human
→ real conversational rhythm

Persona control is fully zero-shot!

If you’re building low-latency assistants or support agents, this is a big step forward 🔥

[Md Ismail Šojal 🕷️ @0x0SojalSec]

Zero-Click iPhone Hack via WhatsApp Images :

Quarkslab blog post analyzing the patch for Apple's iOS CVE-2025-43300 (a zero-click vulnerability in ImageIO via malformed DNG images, potentially exploitable through apps like WhatsApp)

Fascinating patch analysis: Incredible how just 2 bytes patched CVE-2025-43300, a zero-click out-of-bounds write in Apple's ImageIO. Triggered by sneaky DNG images,

CVE-2025-43300 stemmed from a mismatch in DNG/JPEG parsing, causing double writes and potential code execution. that could hijack your device via rogue images. Apple's August 2025 patch

- https://t.co/n5xmYSdISi

[Chubby♨️ @kimmonismus]

This sounds incredible: FlashLabs just open-sourced Chroma 1.0, an end-to-end real-time speech-to-speech model with high-fidelity voice cloning (~135–150ms TTFT) positioned as an open alternative to OpenAI’s Realtime model, with code/weights, paper, and demos released.

[Binx @BinxNet]

average claude debugging experience

[ThePrimeagen @ThePrimeagen]

I took Opus 4.5 Max Mode for the ultimate test.

I asked it to search my code base for bugs

I took a lot of pride in this code, all hand rolled, by the sweat of my brow. It was mine and it was good.

Claude found 15 bugs

I was devastated

So I went to the first bug, and asked for a unit test. It produced a unit test in mere moments.

I ran the tests and saw it. A broken test. Property test of undefined. Rookie error

Ashamed, but determined I set forth to fix these bugs as penance. So I cracked open nvim getting ready to edit this typescript script

But... The code seemed correct. Weird.

So I checked the test, Claude faked bad data. The setup could never happen

Wtf

It's a lie, the whole thing.

I checked every bug Claude found. Every line item was not a bug. Everyone of them just some condition that cannot exist due to asserts or previous if statements

What an amazing $3s and 20 minutes spent

Normally when I waste time at least I learn something

[Sean Heelan @seanhn]

Blog post: On the Coming Industrialisation of Exploit Generation with LLMs https://t.co/aK4pysY1wD

TL;DR: I ran an experiment with GPT-5.2 and Opus 4.5 based agents to generate exploits for a zeroday QuickJS bug. They're pretty good at it.

Code: https://t.co/47xHRObhRy

[Binx @BinxNet]

@robbystarbuck Spoken like a true pedophile sympathizer