Collin Richards spent six months rewriting the entire ~67,000 lines of tmux code from C into Rust, achieving 100% Rust (though still unsafe) code. He initially used C2Rust transpilation but found its output verbose and unmaintainable, leading to hand-porting each function to idiomatic Rust.
Integration with the legacy autotools build system involved careful static linking and FFI management. Challenges included translating C constructs like goto into Rust’s labeled loops, and working around classic foreign function interface bugs such as missing prototypes and struct layout mismatches.
Data structures, including intrusively linked red-black trees, were reimplemented with Rust traits and generics. The yacc-based config parser was replaced with the Rust parser generator lalrpop. Vim macros helped automate repetitive code transformations.
The code remains partially unsafe with occasional segfaults, but future goals include migrating to fully safe Rust. The project exemplifies manual legacy code modernization, revealing tooling limits and deep insights into tmux internals.

Astronomers identified 3I/ATLAS as the third known interstellar object passing through the Solar System, detected early by the ATLAS telescope in Chile on July 1, 2025. Traveling at ~60 km/s—faster than previous objects like ’Oumuamua and 2I/Borisov—its trajectory shows minimal solar gravity deflection, confirming an extrasolar origin.
3I/ATLAS will reach perihelion near the Sun in late October 2025, closer to Mars than Earth, complicating ground-based observation at peak brightness. Its size estimates range from a few hundred meters up to about a kilometer, with dust/gas outbursts currently affecting brightness measurements.
The Vera C. Rubin Observatory’s enhanced sensitivity has already discovered thousands of new asteroids, making the detection of multiple interstellar objects annually a likely near-future scenario. This event highlights technological advances opening new frontiers in interstellar object observation.

The “Peasant Railgun” exploit imagines lining up 2,280 peasants in contiguous 5-foot squares to pass a wooden pole at increasing speed, theoretically accelerating it to over 1,100 mph and dealing 300d6 damage per round using RAW D&D 5e mechanics. It leverages the Ready action, fall damage, and six-second rounds but ignores real-world physics and player survivability.
The tactic exposes tensions between RAW and RAI interpretations, creative player problem-solving, and game balance considerations. Most Dungeon Masters would disallow it due to implausibility and game disruption, though it remains a popular meme and creative thought experiment. The exploit serves as both a humorous curiosity and a prompt for discussion on rule limits and adjudication.

Netflix has globally rolled out AV1 Film Grain Synthesis (FGS), separating film grain from core video by denoising and compressing the clean image, then synthesizing grain during playback via an auto-regressive model and brightness-adaptive scaling. This reduces bitrate by ~66% while preserving visual fidelity and authentic grain textures.
Internal testing shows average bitrate savings of 36% for 1080p+ streams, improved playback stability, reduced buffering, and increased 4K viewing. Viewer feedback reveals debates over the perceptual authenticity of synthetic grain versus organic noise, emphasizing the necessity of side-by-side video comparisons over still images for assessment.
This marks a significant step in video codec innovation, balancing artistic film aesthetics with streaming efficiency at scale.

Google released open source Zero-Knowledge Proof (ZKP) libraries aimed at facilitating privacy-preserving digital identity and age verification solutions. ZKP enables proving attribute truths (e.g., age over 18) without revealing extraneous personal data, enhancing user privacy and security.
This initiative supports EU regulations like eIDAS and the European Digital Identity Wallet by providing performant, reusable cryptographic building blocks to developers, businesses, and governments. It aligns with privacy-by-design principles and fosters innovation through open source collaboration.
Google’s release invites community engagement to accelerate adoption of privacy-enhancing technologies and reshape digital trust frameworks.

Calvin Liang reveals inaccuracies in the Money Museum’s million-dollar display, which holds $550,400 more than claimed. Using his tool “Dot Counter,” Liang deduced that the display’s dimensions do not match the supposed sum, either due to a counting error or intentional design choice.

Dan Petrolito developed a Discord bot to streamline communication for his distanced friends’ gaming sessions initially hindered by Signal notifications. The bot, utilizing Discord’s API, not only facilitated gaming but evolved into a virtual social hub, reminiscent of vintage communication methods, boosting engagement significantly.

OpenAI’s CEO, Sam Altman, reacts to Meta’s AI recruitment tactics, suggesting possible cultural drawbacks at Meta. Emphasizing OpenAI’s mission-driven ethos and ethical AGI development, Altman argues for retaining talent through shared values over financial incentives.

A structured forum connects job seekers to potential employers, excluding recruitment agencies. Participants share key work-related details in a standardized format, supported by a search site for efficient job opportunity exploration.

Simon Edwardsson’s Spegel, a concept web browser, leverages LLMs to convert HTML to markdown for tailored experiences. Despite limited JavaScript support and focusing on GET requests, it offers customizable, simplified web browsing in the terminal, akin to other text-based browsers.

Laboratory.love enables consumers to crowdfund independent product tests for harmful plastic chemicals, inspired by alarming findings from PlasticList. It emphasizes transparency and data-driven consumer influence, contrasting EU and FDA regulatory standards. Users dictate test priorities, with refunded contributions if goals aren’t reached. Employing ISO 17025-accredited labs, it aims to pressure companies for cleaner supply chains and expand testing beyond plastics to include other chemicals.

Proton joins a class-action lawsuit against Apple, arguing its App Store policies are anti-competitive, stifling privacy-first app developers, and contributing to surveillance capitalism dynamics. The suit aims to dismantle Apple’s monopoly, reduce app prices, and protect user privacy, highlighting Apple’s 30% payment cut and censorship in authoritarian regimes.

Comcast’s WiFi Motion feature raises privacy concerns by tracking movements through WiFi data, potentially shared with third parties, including law enforcement. Critics urge legal protections as the solution to prevent abuses by ISPs. The feature’s implications for consumer privacy and its intrusion into personal spaces are argued to necessitate regulation over technical fixes.

"Context engineering" emerges as a critical AI skill, emphasizing comprehensive context provision over complex coding to enhance AI task execution. This approach includes detailed instructions and memory states, enabling LLMs to perform tasks with increased relevance and accuracy. The method contrasts with traditional prompt engineering, aspiring to improve AI agents’ performance through strategic contextual setups.

YouTube’s autodubbing feature faces backlash for altering video authenticity by translating content without user consent. Translations often lack context, defaulting to location-based languages. The Firefox add-on, "YouTube No Translation," offers a remedy by maintaining original language settings, emphasizing user preference retention and improving media consumption satisfaction.

James Harding, a British Airways First Officer, illustrates his aviation career through sophisticated data visualizations. Utilizing LogTen Pro, Harding converts his flight history into 3D globes and informative infographics, showcasing flight hours, aircraft types, and transitions from short-haul to long-haul flights. These visualizations provide insights into pilot responsibilities and data management in the aviation sector.

Rust’s powerful type system allows for unconventional expressions, highlighting features like loops, coercion, and Rust’s ’never type’ (!). The article explores examples like ’zombiejesus’ to demonstrate how Rust can blur readability lines while emphasizing flexibility. Understanding Rust’s expressive syntax reveals its balance between functional and imperative paradigms.

Meta’s new AI feature processes user-uploaded photos for creative suggestions, sparking privacy discussions. While stated as optional and in early deployment, the feature’s ability to analyze and retain personal photos raises ethical concerns. Comparisons to Google’s data practices accentuate user unease over potential invasive data use.

In the early 1900s, some American parents utilized the Postal Service’s Parcel Post to send children to relatives, reflecting societal trust in postal workers. Notable stories, such as mailing an 8-month-old Ohio boy, highlight this quirky historical practice. Despite media portrayal, it was not widespread nor officially permitted, emphasizing trust over neglect.

The James Webb Space Telescope’s successful capture of an exoplanet image marks a significant achievement. Located around TWA 7, the potential planet is within a debris disk gap. Utilizing a coronagraph, JWST mitigates star glare to detect planet-like features, expanding astronomers’ access to new astronomical phenomena and advancing planetary formation understanding.

ISSEN enhances language speaking skills through AI-driven voice interactions, bypassing traditional methods’ cost and scheduling issues. The app combines AI features like STT, TTS, and long-term memory to facilitate adaptive, immersive conversations. Unlike gamified apps, ISSEN focuses on speaking practice with a customizable curriculum, word bank, and SRS flashcards. Available on web, iOS, and Android, with pricing from $20 to $29/month.

In Adjuntas, Puerto Rico, microgrids powered by solar panels and storage systems maintain electricity through blackouts. This decentralized system, developed with Oak Ridge National Laboratory, underscores microgrids’ potential for infrastructure resilience. Local initiatives and private financing support the expansion against federal fund redirection to the aging grid infrastructure.

Google’s Gemma 3n model offers advanced on-device AI capabilities with multimodal input processing. Efficiently running on mobile hardware, the model uses a novel MatFormer architecture for flexibility and size adaptability. It integrates powerful features for tasks like speech-to-text and vision processing and aims to democratize AI innovation through wide developer and open-source partnerships.

AlphaGenome from DeepMind predicts the impacts of genetic variants, aiding gene regulation understanding with high precision. Combining convolutional and transformer networks, it excels in genomic task benchmarks and supports disease research and synthetic biology. Despite limitations like distant regulatory modeling, its release as a research tool invites scientific exploration and innovation.

Starcloud’s proposal for a $8.2 million space-based data center aboard a Starship is scrutinized for technical feasibility, given energy, cooling, and latency challenges. The project draws skepticism over practicality compared to earth data centers, raising concerns about orbital maintenance and high costs, making it an unlikely and risky venture.

Google introduces Gemini CLI, an open-source AI agent that embeds AI capabilities into developer terminals for augmented coding efficiency. It facilitates task automation and workflow management, complementing existing AI tools like Gemini Code Assist. Its open-source nature promotes continuous community-driven improvement.

After 20 years, the PNG image format receives an update, including HDR support, APNG recognition, and Exif data integration, all backward compatible. Supported by tech leaders like Adobe and Google, the effort aligns with digital preservation standards, ensuring PNG’s relevance and future refinement.

The US sees a 60% drop in potential prison populations over the next decade, linked to decreased youth crime and policy reforms. With imprisonment rates reducing, the system redirects from expansion to resource optimization, reflecting socio-economic and generational changes.

The rise of AI-generated code introduces legal uncertainties in open source projects. Concerns over AI’s copyright status and code quality challenge traditional models, with developers advocating for human oversight and legal clarity. The community debates AI’s integration amidst these evolving dynamics.

"Hollow Men of Hims" critiques Hims & Hers for exploiting regulatory loopholes in telehealth, prioritizing marketing over safety. Allegations include using unverified suppliers and overpricing for convenience, framed as undermining healthcare integrity for profit under the guise of innovation.

Writing Toy Software Is A Joy by Joshua Barretto talks about writing small software projects for learning and enjoyment. These toy programs, while simple, encourage creativity and deeper understanding of programming by solving constraints directly. Barretto argues against over-reliance on AI like Large Language Models, promoting individual exploration. Various toy projects are suggested, each with a breakdown of complexity and educational value.

Microsoft’s Copilot tools, across platforms like GitHub and M365, cause confusion due to their similar branding, despite varied functionalities. Many users experience frustration due to inconsistent performance and unmet expectations in integrating business data. The product’s competition with other AI models like ChatGPT highlights Microsoft’s struggle in the AI domain.

Starship is a Rust-based shell prompt offering speed, safety, and customization across multiple platforms, including Linux and Windows. Despite its minimalist design, it includes extensive features, allowing users to tailor it to their needs. Users appreciate its adaptability and performance, although some find the default setup too complex.

An experiment using X11’s existing APIs challenges notions about its limitations regarding DPI scaling and multi-monitor setups. Drawing a consistent-sized circle across displays using OpenGL showcases untapped potentials, urging a re-evaluation of X11’s perceived constraints and promoting experimentation.

Concerns about microplastic contamination focus on products like plastic pepper grinders and food processing instruments. Discussions emphasize their pre-packaging presence, health implications, and lack of public awareness. The conversation suggests democratizing product testing for microplastics to foster transparency and accountability in manufacturing.