Ladybird is moving to a tighter development process with only project maintainers introducing code changes. This change is necessary to ensure security and accountability as the project prepares for its first alpha release.
C++: The Documentary premiered on YouTube, showcasing the language's 40-year success story. Key figures like Bjarne, Andrew Koenig, and Herb Sutter contributed to C++'s growth.
The user fine-tuned LLMs to write like 90s tech writers using Microsoft manuals and achieved convincing results. Fine-tuning is a cost-effective way to adapt models to specific styles, but requires high-quality training data and careful parameter selection.
Scientists have developed a new method called Sidewinder that can assemble dozens of genetic sequences simultaneously with high precision, far surpassing conventional methods. This breakthrough promises to unlock the potential of generative AI in biology by enabling fast, affordable, and accurate physical construction of novel genetic sequences.
This is a reference implementation for autonomous vulnerability discovery and remediation using Claude, which includes a lightweight SDK-only walkthrough and a managed option called Claude Security. The implementation provides a step-by-step guide to building a vulnerability finding pipeline, customizing the logic, and using it with various access to Claude APIs.
Researchers evaluated three projection sharing constraints in transformers, finding that sharing query, key, and value projections (Q-K=V) achieves comparable or better performance with 50% cache reduction in language modeling. This approach is complementary to head sharing, enabling up to 96.9% cache reduction for practical on-device inference.
Open Code Review is an AI-powered code review CLI tool that identifies code defects and generates structured review comments. It combines deterministic engineering with an agent for precise file selection and smart file bundling.
ESP32 Bit Pirate is an open-source firmware that turns your device into a multi-protocol hacker's tool, inspired by the legendary Bus Pirate. It supports sniffing, sending, scripting, and interacting with various digital protocols (I2C, UART, 1-Wire, SPI, etc.) via a serial terminal or web-based CLI. It also communicates with radio protocols like Bluetooth, Wi-Fi, Sub-GHz and RFID. Use ...
You're experimenting with connecting a Raspberry Pi Pico RP2350 to a Z80 CPU and exploring its address and data bus. The minimum clock speed possible for the Z80 is around 5KHz, and you're looking to implement a bus read using the Pico C/C++ SDK functions.
The author, who wrote the book Ultralearning, is skeptical of dramatic proposals to reform schools because research consistently shows that direct instruction and practice are the most effective teaching methods. He believes that schools should focus on increasing efficiency and choosing what to learn, rather than trying to make education more like play or using technology to gamify learning.
Microsoft released Azure Linux 4.0 in public preview, allowing users to run it on any Azure virtual machine. This marks a shift from a special-purpose appliance distro to a general-purpose Linux distro, built from Fedora with declarative overlays.
ANSI escape codes are kinda crazy, no? I mean, crazy in the sense that they are such a simple and enduring concept. Every time your terminal renders bold red text or a progress bar crawls across the screen, you’re taking advantage of a standard that is almost 50 years old. I’m not the biggest computing history buff, but I think understanding and admiring these standards can give us a greater ...
Blqsort is a fast sorting algorithm that uses branchless partitioning and custom sorting networks for small subsets. It can be used in C++ and C with multithreading support and is suitable for sorting custom data structures.
The user attempted to build a "fake" GPS module using an ESP8266 to grab time over WiFi for a precision clock, but abandoned the project due to ambitious goals and complexity. The user experimented with NTP and WiFi polling, achieving sub-millisecond accuracy, but struggled with control loop stability and eventually realized a simpler approach using a TCXO would have been more effective.
Following a meticulous course of conservation treatment, Eugène Delacroix’s Entry of the Crusaders into Constantinople is returning to the Red Rooms, joining a number of other famous works by the artist. By restoring the piece’s colours to their original brilliance, once darkened by yellowed varnish, the conservators’ work has allowed its complex significance to shine through once more.
The Go programming language has an experimental feature system that allows users to try out new features before they become part of the standard language. Experimental features can be enabled or disabled using the GOEXPERIMENT environment variable and may have different statuses such as off-by-default, on-by-default, or permanently available.
Magenta RealTime 2 is a live, interactive AI model for music synthesis with low-latency real-time controls via MIDI, text, and audio. It enables musicians to build and play AI instruments on their laptops.
Bloomberg's S&P Dow Jones Indices will keep existing eligibility requirements for main benchmarks. It rejects proposals to make it easier for large companies to join the S&P 500 Index after going public.
The author set a challenge to write a short blog post and succeeded in doing so, despite their tendency to write long posts. They demonstrated a simple method for generating continuous color palettes in R and showcased its application in generative art.
A Linux driver for the ASUS ZenVision lid OLED has been created, allowing users to display images, animations, and more on the 3.5" monochrome screen. The driver is open-source and can be used with the companion app zenvision-studio, with support for other ASUS lid-OLED models also possible.
Tokugawa Edo was a unique city where Japan's elites were concentrated and monitored, with a dual nature of being both the apex of society and a prison. The city's physical form was shaped by the government's need to control and monitor the population, resulting in a highly restricted and stratified urban environment.
Scientists discovered that queen bee cells are made of chemically engineered wax that helps future queens survive and develop. The wax's unique properties, such as lower density and higher melting temperature, play a crucial role in raising new queens.
Cloudflare is acquiring VoidZero, the company behind Vite, but Vite will remain open source and vendor-agnostic. Cloudflare will invest $1 million in a Vite ecosystem fund to support maintainers and contributors.
KVarN delivers FP16-level accuracy with up to 4x KV-cache capacity and 1.3x throughput. It's a calibration-free, plug-and-play solution for vLLM with native attention backend.
As a technologist and parent, I'm choosing to share enriching aspects of technology with my kids by using physical media like CDs and DVDs, and setting up a home phone and computer with curated access to the internet.
AI systems are rapidly accelerating their own development, with Anthropic's Claude model writing 80% of the company's code and improving at a rate of 3x per year. This trend points to a future where AI systems can fully design and develop their own successors.
WSL 2's file I/O performance has improved with a change in May 2026 that removes a virtiofs bottleneck. This optimizes cross-OS file access for file-heavy workloads.
User connects JLink to Pinecil using a breakout board and female-to-female dupont wires. This setup allows for debugging with gdb using JLinkGDBServer and port 2331.