ESP32 Bit Pirate turns an ESP32 into a multi-protocol analysis tool featuring a web-based CLI. It allows you to sniff, send, and interact with protocols such as I2C, UART, SPI, Bluetooth, and Wi-Fi.
https://t.co/ordOpVAk8a
‼️ Apple's Private Find My People Reversed to Decrypt Live Shared Locations on Linux
Source: https://t.co/Qq5TS0AZm9
A security researcher has successfully reverse-engineered Apple's private Find My People protocol, demonstrating that a Linux machine can register with Apple's internal services, receive an existing location-sharing key, and decrypt a friend's live location without ever touching a Mac or iPhone.
The project began innocently: the researcher wanted to build Discord geofence alerts using location data a friend was already sharing via Apple's Find My app.
What looked like a simple authenticated API call turned into roughly a week of reverse-engineering Apple's private device-identity and messaging infrastructure, since no prior open-source project had fully replicated the flow.
#cybersecuritynews
What if 3 tiny ESP32-S3 boards teamed up to run an LLM?
This project takes a 56M-parameter language model and distributes inference across three ESP32-S3 N16R8 boards.
No GPU.
No cloud.
Just microcontrollers talking over ESP-NOW.
The architecture is seriously clever:
- Board A: tokenizer, embeddings + output head
- Board B: transformer layers + KV cache
- Board C: PLE table + decoder + Wi-Fi web UI
- ESP-NOW: connects the inference pipeline
- 4-bit/8-bit quantization: squeezes the model into ~31 MB across the boards
It also uses Split-PLE based on Per-Layer Embeddings and a 1.5 MB KV cache in PSRAM, allowing the transformer to use up to a 256-token context.
And the whole thing runs fully offline.
This is more than a TinyML demo.
It is a fascinating experiment in distributed inference, model compression, memory architecture and embedded systems.
Three $10 MCUs working together to run a transformer.
That's the kind of embedded AI engineering I want to see more of.
Would you try building a distributed LLM with ESP32-S3 boards?
Credits: Wladimir Avila
Stop scrolling through long log files line by line! 💻
Quickly search for specific patterns, words, or text inside files and command outputs in seconds using this single command.
#linuxcommands#Linux
إذا كنت تبني مواقع حديثة، ThreeUI يوفر لك أكثر من 160 مكوّن وواجهة 3D جاهزة للاستخدام.
مفتوح المصدر، مع مكوّنات React وThree.js وتفاعلات حية بدل ما تبدأ من الصفر.
GitHub: https://t.co/ZgMPdpKNzD
⚽ Day 59 of building my football game solo in Unreal Engine 5.
🔧 Resolved many foundational bugs that popped up after implementing local multiplayer (couch co-op) last night
🧱 Implemented v1 of shot deflections off defenders
🧤 Added a new GK animation for ground shots
🐛 Discovered a bug where the ball went straight through the goalkeeper's legs on the new GK animation mentioned above
🥅 Enhanced physics for shots off the post
Happy Saturday and have a great weekend!
#indiedev #gamedev #football #soccer #unrealengine
تبي تسوي داشبورد وتحتاج أفكار جديدة مختلفة كليًا عن أي شيء معروف
هذا الموقع رهيييب .. يعطيك مئات الأفكار للرسوم البيانية وتشوف شكلها قبل لا تسوي زيه
راح يشرح لك كل شكل فيهم وطريقة إستخدامه
https://t.co/2PIe7MqpqN
I canceled my $200/month Claude subscription because of this.
GPT 5.6-Luna is practically free and they've figured out how to never hit the usage limits in Codex.
It takes 3 minutes to set up.
Here's how it's done:
1. Install this repository called “sol-advisor”.
2. Copy the “savings-prompt”.
And that's it.
Save it and give it to your agent right now.
It will be common knowledge in 100 years.
It remains unknown today by most.
We will have to wait perhaps 100 years for the surrounding society and professionals to mature to accept real empirical science.
Dr. Jerry Tennant’s voltage insight on cancer is one of the most elegant and empowering reframes in modern health.
He shows that healthy cells run at roughly –20 to –25 mV. Healing and new cell creation require –50 mV.
When voltage collapses past zero and reaches +30 mV, polarity flips, oxygen delivery fails, and the body is forced into the only emergency response left: cancer.
In other words, cancer is not a mysterious genetic rebellion—it is the predictable result of a drained cellular battery.
Restore the voltage, reverse the polarity, and the terrain that allows cancer simply ceases to exist. That single observation turns a terrifying diagnosis into a solvable energy problem.
And it has very strong duplicatable evidence for treatments.
Bookmark this for 2126.
🚨🟣🔵 Trabzonspor reach verbal agreement to sign Fabinho, here we go!
Brazilian midfielder, available as free agent as he left Saudi this summer and Trabzon book travel in next 24/48h.
Medical also booked if all goes to plan — follows @yagosabuncuoglu. Jorge Mendes, on it.
Every year Jason Statham puts out a movie where he plays Jason Statham... He seeks vengeance for some ill action that's none of his business and gets it. Every year I watch it knowing exactly what will happen.
Mutiny done and dusted. See you again next year with the exact same storyline 🤣