GitHub AI Surge Forces Microsoft Onto AWS!

Curl will not accept vulnerability reports during July 2026

Key Points

• curl will not handle vulnerability reports during July 2026 and will pause its HackerOne intake until August 3.
• Security emails sent during the break will not be processed, although GitHub issues and pull requests remain open.
• The curl 8.22.0 release has been postponed to September 2, 2026, while paid support customers still receive service.

The Last Surviving Japanese Porsche 912 Police Car

Key Points

• The car is the only surviving one of four Porsche 912 police cars customized for Japan in the 1960s.
• It served in Kanagawa from 1968 to 1973 and logged more than 155,000 kilometers on expressway patrol.
• After retirement, deterioration, and sale to a scrapyard, it was recovered after six months of negotiations.

Dalus (YC W25) Is Hiring a Senior Software Engineer in Germany

Key Points

• Dalus is hiring a senior frontend-focused software engineer for its AI-powered engineering platform.
• The role emphasizes turning complex engineering data into a polished, intuitive interface using strong React and UI/UX skills.
• The position is based in Germany/DACH, involves direct work with founders, and includes a multi-step interview process with leadership and a coding challenge.

Apple Foundation Models

Key Points

• Anthropic’s Swift package makes Claude available inside Apple’s Foundation Models framework using the same LanguageModelSession API as Apple’s on-device model.
• Requests go directly to the Claude API, while billing is handled through the developer’s Anthropic account and Apple is not in the request path.
• The beta package targets OS 27 and Xcode 27 betas and includes model capability controls, effort settings, and support for server-side tools.

There Is(Ǝ) – Such That (∋)

Key Points

• The project defines a custom language for creating clocks from vectors, scalars, glyphs, habitats, and global parameters.
• A visual node-graph editor compiles user compositions into live p5.js clock sketches in the browser.
• The tool runs entirely client-side and exports standalone HTML clocks built with a stack including Svelte 5 and TypeScript.

Under-16s to be banned from social media, Starmer announces

Key Points

• Starmer is expected to ban under-16s from major social media platforms including TikTok, Snapchat and Instagram.
• The proposal would also restrict livestreaming and contact with strangers on gaming apps for children.
• The UK plan is being compared to Australia’s under-16 social media ban, with more details due next month.

Exploring building a tiny FUSE filesystem

Key Points

• magicfs uses a split design with JSON metadata and blob files to demonstrate inode and storage concepts.
• The article shows how to run and inspect the filesystem using Docker, a mount at /magic, and a backing store under /tmp/magicfs-store.
• It explains how FUSE forwards filesystem requests from the kernel to a userspace process through /dev/fuse.

What the Fuck Happened to Nerds

Key Points

• The article argues that tech built public trust through a long-standing image of humble, work-focused "nerds."
• It says some modern tech leaders have traded that trust for attention through self-promotional public behavior.
• Steve Jobs and Steve Wozniak are used as examples of the earlier technologist archetype that shaped public expectations.

UK Brings in Full Social Media Ban for Under-16s

Key Points

• The UK plans to ban under-16s from major social media platforms including X, Facebook, YouTube and TikTok.
• The proposal also includes restrictions on livestreaming, stranger contact, and certain AI chatbot services, while excluding WhatsApp and Signal.
• Ofcom will help define age-assurance enforcement, and the measures are expected to take effect in early 2027.

Being an old school web-based sports sim dev in the era of vibe coded games

Key Points

• Basketball GM was built in a much less developed web environment starting in 2012 and later became a full-time business.
• The author says limited competition in his niche was driven by difficult economics and the long effort required to build a comparable product.
• He views AI coding tools as a real change that could lower barriers to entry and alter the competitive landscape.

Openrouter Fusion API

Key Points

• Fusion analyzes prompts with multiple expert models in parallel and uses a judge model for the final response.
• Users can choose preset panels or override the panel and judge through configuration fields.
• Requests are billed as the total of all underlying model completions, and the API is OpenAI-compatible.

Anthropic flies staff to D.C. to clean up White House fight

Key Points

• Anthropic has sent senior technical staff to Washington, D.C., to meet White House officials.
• Safety concerns reportedly led to export controls affecting Anthropic's top models, Mythos and Fable.
• Both sides are said to want a resolution, and the story is still developing.

Foreign business owners are scrambling to raise capital to stay in Japan

Key Points

• Japan sharply increased business manager visa requirements, including raising the capital threshold to 30 million yen.
• The article says legitimate small foreign-run businesses, not just fraudulent applicants, are being heavily affected.
• Visa applications have fallen sharply, and restaurant operators such as Indo-Nepalese curry shop owners are facing pressure to raise capital or find new funding.

Anthropic's Safety Superpower

Key Points

• Anthropic released Fable after previously withholding Mythos Preview over cybersecurity-related safety concerns.
• The article portrays Fable as a potentially new-generation model with notably strong capabilities.
• Anthropic said a U.S. government export control directive forced suspension of Fable 5 and Mythos 5 access.

Ported my C game to WASM, here's everybug that I hit

Key Points

• WebAssembly’s 32-bit pointer size caused struct layout and memory allocation bugs during the port.
• The developer solved serialization issues by removing pointers from serialized asset structs.
• A 32-bit native debugging workflow with Visual Studio and AddressSanitizer was more effective than debugging directly in the browser.

Show HN: I wrote a C++ ray tracer from scratch without AI

Key Points

• Luz is a dependency-free C++20 path tracer with advanced rendering and post-processing features.
• The project includes BVH acceleration, adaptive sampling, denoising, custom scene files, and Blender export support.
• It provides cross-platform builds, CLI configuration, tests, and deterministic benchmarking tools.

Asciline – real-time ASCII video rendering engine

Key Points

• ASCILINE converts video into real-time ASCII or pixel-style browser output using a Python backend and JavaScript frontend.
• The engine streams binary frame data over WebSockets and renders it on HTML5 Canvas with support for synchronized audio playback.
• The project includes cross-platform support, multiple color modes, CLI controls, playlist and folder playback, and optional FFmpeg audio processing.

Successful Psilocybin Treatment of Alzheimer

Key Points

• The article reports a single case of transient functional improvement in advanced Alzheimer’s disease after psilocybin-containing mushrooms.
• The patient’s baseline condition included severe communication, mobility, continence, and daily functioning impairments.
• The authors say the case does not prove disease reversal, but may suggest temporary access to residual function.

Salesforce to Acquire Fin (formerly Intercom) for $3.6BN

Key Points

• Salesforce plans to acquire Fin for approximately $3.6 billion.
• Fin’s customer support AI and Apex model are expected to expand Salesforce’s Agentforce capabilities.
• The deal is expected to close in Q4 FY2027 and is not expected to change Salesforce’s FY2027 guidance.

Teenagers Stayed Overnight at Their School and Found Hidden Ancient Roman Ruins

Key Points

• Students’ 2021 protest led teachers to hidden Roman ruins beneath a school near the Colosseum.
• Excavations launched in 2025 identified a well-preserved mid-second-century C.E. villa.
• Artifacts and pipe inscriptions linked the house to former occupants L. Fabius Gallus and Umbria Albina.

India, UAE partner on AI sovereignty to bypass Google, Microsoft

Key Points

• G42 and Cerebras will deploy a 64-system AI supercomputer in India under a May 15 agreement.
• The deal gives India an in-country AI compute path under Indian governance, alongside major existing U.S. cloud commitments.
• India is the first country to join G42’s planned Intelligence Grid, with Core42 and the Centre for Development of Advanced Computing involved in implementation.

Applying Brevity and Language Efficiency in Prompt Engineering

Key Points

• The article presents brevity and language efficiency as core prompt engineering principles for budget-tier AI model use.
• It includes structured guidance on turning user intentions into effective prompts and avoiding prompt anti-patterns.
• It covers context economy, prompting strategies, and model capability tiers to help users match prompts to model limitations.

Google Flight Simulator

Key Points

• Google Earth on the web now includes an experimental pre-GA flight simulator feature.
• The simulator uses simplified flight physics and dynamically streams 3D buildings and imagery during flight.
• Google documents launch steps, control keys, crash recovery, exit behavior, and known terrain and shortcut conflicts.

It used to be hard

Key Points

• The article says AI is reducing the difficulty of many software and creative tasks once considered highly specialized.
• It describes a shift from manual technical execution toward managing AI systems such as agentic coding agents.
• It argues that the social meaning of hard work may be challenged as automation makes skilled labor easier to reproduce.

I wrote 5000 lines of assembly because I was angry

Key Points

• The article says Baremetal was built in roughly 5,000 lines of assembly after a Microsoft rejection.
• The post places Baremetal alongside earlier frustration-driven projects including Synclippy, Journey, and Echopoint.
• Its table of contents shows coverage of low-level systems and graphics topics such as framebuffer rendering, raycasting, fixed-point math, audio, lighting, and a web-hosted Linux binary.

CrankGPT

Key Points

• CrankGPT is described as a human-powered, on-device AI system focused on privacy and offline use.
• The article outlines hand-cranked, pedal-powered, and gym-partnership models for different levels of AI workload.
• It positions the concept as a response to concerns about cloud AI energy use, corporate control, and dependence on connectivity.

Show HN: Can Europe train a frontier AI model on the compute it owns?

Key Points

• EuroMesh argues existing European public compute could support a sovereign frontier-class AI model sooner than a new 1 GW AI campus.
• The report’s main result is driven by grid-connection timing: federated sites win if they come online before a gigawatt campus does.
• The project includes reproducible code, datasets, tests, and explicit caveats about coordination, hardware heterogeneity, and training-scale uncertainty.

Hetzner increased dedicated server prices 3-4x

Key Points

• Hetzner raised dedicated bare metal server prices again within a few months of a prior increase.
• The earlier increase was about 30%, while the latest one is described as roughly 3-4x for some models.
• AX102 rose from €124 to €454, and AX162 (256GB) rose from €244 to €844.

Stdx, Rust's extended standard library

Key Points

• stdx is a newly released extended standard library for Rust, available on GitHub.
• The project aims to reduce dependency and supply-chain risks by providing a common, self-contained library base.
• The author says open-weight AI models significantly improved the feasibility and speed of development.

Fox Is Buying Roku

Key Points

• Fox Corporation is acquiring Roku for $22 billion at $160 per share in cash and stock.
• Roku brings both streaming hardware and The Roku Channel with original programming.
• Shares of both companies fell in early trading after the deal was announced.

Iroh 1.0

Key Points

• Iroh 1.0 introduces a stable key-based networking model intended to replace reliance on IP addresses for device addressing.
• The project reports large-scale usage, including over 200 million endpoints created on public relays in the last 30 days.
• The release adds stable multi-language support and highlights advanced networking features such as QUIC multipath, NAT traversal, and custom transports.

Show HN: Exploiting Slack's video embeds to achieve E2EE communication

Key Points

• The project uses Slack’s video block as an iframe container for a local cryptography client.
• Private keys remain encrypted on the server and are decrypted only locally in the embedded client.
• The implementation relies on TypeScript, OpenPGP.js, and a slug-based KV storage flow for secure interactions.

Making glass-to-metal seals for home­made vacuum tubes

Key Points

• Homemade vacuum ampules can be made from glass tubing and evacuated with a rotary vane pump before sealing.
• Copper and copper-plated steel both failed as reliable borosilicate feedthrough materials because thermal expansion mismatch cracked the glass.
• Thin tungsten filament wire is presented as a more promising seal material due to better thermal compatibility and lower total expansion.

My Homelab AI Dev Platform

Key Points

• The author uses OpenCode Web UI with Git and PR review to manage homelab changes safely.
• Services were migrated to Arcane and GitOps to manage Docker Compose stacks from Git-backed projects.
• AI is used to summarize release notes, assist updates, and add container health checks.

How to build a virtual cell and biology scaling laws

Key Points

• Markov Biosciences says virtual cell performance depends heavily on compute and objective design, not just perturbation datasets.
• The company treats single-cell RNA-seq as a ranking problem and reports scaling-law behavior from observational pretraining.
• The episode includes an oncology case study focused on antibody-drug conjugates and Markov’s predictive work.

Ask HN: Has anyone replaced Claude/GPT with a local model for daily coding?

Key Points

• The developer uses a fully offline, containerized local coding setup for privacy and cost reasons.
• Qwen3.6 35b is the main daily coding model, with Qwen3.5 122b reserved for harder tasks.
• The author estimates local Qwen provides a 5x speedup, compared with 15x for Claude Opus.

TinyWind: A pixel pirate sailing game with real wind physics (380k+ kms sailed)

Key Points

• TinyWind is a browser-based pixel pirate sailing game with active ship control mechanics.
• The interface shows sailing variables such as 2-knot speed, southwest wind, and sail/steering controls.
• The game includes combat, upgrades, island claiming, lore links, and cross-device progress saving.

Launch HN: Drafted (YC P26) – Models for residential architecture

Key Points

• Drafted says it uses AI models to generate residential architecture from structured design constraints.
• The product supports floor plan and exterior elevation generation, 2D/3D exploration, furnishing, material testing, and exports such as CAD and PDF.
• Drafted reports 120,000 users and more than 325,000 generated home designs over the past month.

Memory safety CVEs differ between Rust and C/C++

Key Points

• The article argues that CVE counts alone are an incomplete way to compare Rust with C/C++ on memory safety.
• It states that Rust can still have undefined behavior and vulnerabilities, especially around `unsafe` code.
• A libcurl example shows that a simple invalid call in C can compile cleanly yet crash at runtime, illustrating differing memory-safety expectations.

Show HN: machine0 – Persistent NixOS VMs You Control from the CLI

Key Points

• machine0 provides persistent NixOS and Ubuntu VMs with dedicated resources, static IPs, and per-minute billing.
• The platform supports reproducible provisioning, CLI and JSON-based automation, and programmatic control through a remote MCP server.
• Example use cases include development environments, agent workloads, and persistent hosting, with optional high-end GPU instances available.

Hetzner Price Adjustment

Key Points

• Hetzner published updated prices for dedicated server and cloud instance products.
• The table covers Germany (FSN/NBG) and Finland (HEL), with all prices excluding VAT.
• Cloud families listed include CAX, CCX, CPX, and CX, spanning low-cost to high-end tiers.

Boot Naked Linux

Key Points

• The article replaces standard Linux userspace with a single custom init program in a tiny initrd.
• It explains the current Linux boot sequence involving initrd, initramfs, `/init`, and fallback kernel parameters.
• It shows how to build the minimal image with `gcc`, `cpio`, and `gzip`, while highlighting common boot errors.

PRC-linked spies hid inside medical and military networks for more than a year

Key Points

• Google linked a long-running intrusion campaign against North American medical and military research organizations to UNC6508.
• The operation used exploited REDCap servers and custom InfiniteRed malware to gain persistence and steal credentials.
• Attackers targeted defense-related emails and medical research data, then used cloud email compliance rules for exfiltration.

How TimescaleDB compresses time-series data

Key Points

• TimescaleDB uses Hypercore to convert older time-series chunks from row-based storage into compressed columnar format.
• The article distinguishes TimescaleDB compression from PostgreSQL TOAST, which handles large individual values rather than cross-row time-series patterns.
• Reported compression gains include 10–20× for sensor floats, 50–100× for regular timestamps, and up to 98% overall for typical workloads.

Show HN: Fata – Spaced repetition to fight skill rot from AI coding

Key Points

• Fata markets itself as a browser-based platform for maintaining and building coding skills alongside AI coding agents.
• The platform highlights courses in SOLID principles with Python, React UI basics, and Rust fundamentals.
• Its paid Pro tier adds advanced courses, AI-powered spaced repetition, mobile apps, and social learning features.

Building a plugin system without runtime, storage, or shared JavaScript context

Key Points

• Tolgee built Tolgee Apps to enable faster experimentation without changing its stable core platform.
• The plugin architecture relies on JSON manifests, sandboxed iframes, webhooks, UI decorators, and scoped API access.
• Tolgee used a proof of concept to validate the approach and plans a production rewrite with full testing and review.

Game Engine White Papers Commander Keen

Key Points

• A 214-page technical book about *Commander Keen* has been released in print and as a free PDF.
• The author spent more than three years creating the book and published its source code on GitHub.
• The book examines retro PC game development, including hardware, engine details, assets, and the game’s CGA version.

Typst 0.15.0

Key Points

• Typst 0.15.0 adds variable fonts, multi-bibliography support, and experimental multi-file bundle export.
• HTML export now includes MathML equation support, and Typst can target multiple PDF standards at once.
• The release introduces a new path type, better diagnostics, and a breaking change requiring forward slashes in file paths.

The Alaska Server

Key Points

• A failed personal server was traced to Alaska, a Mexican computer brand launched in 1998 by Mexmal and Dinastía.
• The server uses a Chenbro RM21200 chassis, with evidence suggesting compatibility with Intel server motherboard platforms.
• The article documents Alaska’s growth in Mexico and Latin America and its later collapse through bankruptcy, liquidation, and asset acquisition.

Around 200 Stanford students walk out as Google CEO takes stage

Key Points

• About 200 students walked out of Stanford’s commencement as Sundar Pichai began his speech.
• The protest focused on Google’s ties to Israel, especially the $1.2 billion Project Nimbus cloud contract.
• Pichai avoided discussing AI and instead emphasized personal experience and technology accessibility.

Claude Corps

Key Points

• Anthropic launched Claude Corps with an initial $150 million commitment to train 1,000 fellows and place them in nonprofits.
• The program is run with CodePath and Social Finance, which will handle employment, programming, evaluation, and scaling support.
• Each 12-month fellowship includes Claude training, nonprofit placement, and an $85,000 salary plus benefits.

Factoring "short-sleeve" RSA keys with polynomials

Key Points

• Researchers found and factored hundreds of real-world weak RSA keys with structured zero-bit patterns.
• One major pattern was traced to a CompleteFTP bug affecting RSA and DSA key generation across specific versions and dates.
• The article presents a polynomial-based cryptanalytic method that exploits limb-level structure in biased big integers.

What every coder should know about Gamma Correction

Key Points

• The article says gamma correction is a frequently overlooked source of errors in image-processing code.
• It challenges common assumptions that gamma is obsolete, niche, or already handled correctly by standard tools.
• The author wrote the guide to provide a practical explanation after encountering the issue while developing a ray tracer.

US Government Reportedly Allowing Federal Data Center Rules to Expire

Key Points

• A federal law setting standards for government data centers is reportedly being allowed to expire without a replacement.
• The law currently requires attention to cybersecurity, energy efficiency, and water and energy use in new or upgraded federal data centers.
• The policy lapse comes amid rapid AI data center growth and increasing public opposition over environmental and local impacts.

A backdoor in a LinkedIn job offer

Key Points

• A LinkedIn recruiting message led to a GitHub repository containing a Node.js backdoor.
• The malicious code would run automatically during `npm install` via the `prepare` script and imported test file.
• The repository and recruiter appeared to use impersonated real identities, and the author reported both.

I Love the Computer

Key Points

• The article is a personal essay about a lifelong affection for computers, prompted by a quote from Chris Person.
• The author’s first major computer experience centered on an IBM 486 DX6 in early-1990s Norway.
• Pre-internet computer magazines played a major role in the author’s education in computing and gaming culture.

US Air Force B-52 bomber crashes after takeoff, Edwards Air Force Base says

Key Points

• A B-52 crashed on takeoff at Edwards Air Force Base, killing all eight people aboard.
• The aircraft was on a test mission tied to a radar modernization program, and the cause is under investigation.
• The crash halted operations at Edwards temporarily and was the first B-52 crash reported since 2016.

A calculator that doesn't round

Key Points

• Constructive Calculator uses constructive real arithmetic on iPhone to produce exact, non-rounded results.
• The app ports Hans Boehm’s Java engine and Android ExactCalculator components into Swift.
• The major engineering challenges came from adapting Java concurrency patterns to Swift, where review uncovered race conditions and UI blocking issues.

Show HN: Vet turned founder, AI lawn diagnosis

Key Points

• The tool uses lawn photos and ZIP code data to deliver an instant AI diagnosis and treatment plan.
• The article recommends up to four specific photo types to improve diagnostic accuracy.
• The service is free, aimed at homeowners without lawn care expertise, and includes equipment recommendations.

Techno-libertarians are flocking to the Caribbean

Key Points

• Destiny is a proposed enclave on Nevis backed by Olivier Janssens.
• The project would cover about a tenth of the island and house 10,000 residents.
• Local residents oppose the proposal, which includes its own currency and courts.

What job interviews taught me about Kubernetes

Key Points

• The author observed Kubernetes use at every company they interviewed with during a recent job search.
• The article says many CTOs choose Kubernetes for uniform deployment, transferable operational knowledge, and traceability.
• The author argues simpler infrastructure may still be better for many early-stage companies despite Kubernetes’ organizational benefits.

Reviving an abandoned open-source project: 6 years of Atomic Calendar Revive

Key Points

• Atomic Calendar Revive was created by adopting an abandoned Home Assistant calendar card and has been maintained for six years.
• The project supports multiple calendar sources, uses TypeScript and Rollup, and is distributed through HACS.
• The article highlights maintenance realities including backward compatibility, upstream platform changes, and automation.

Why I Email Complete Strangers

Key Points

• The author describes overcoming fear and self-doubt to start emailing strangers.
• The article places email in historical context, tracing its origins to Ray Tomlinson’s 1971 message.
• Email is presented as a durable, flexible, and slower-paced medium that supports thoughtful communication.

Swedish parliament abolishes permanent residence visas for migrants

Key Points

• The Riksdag approved abolition of permanent residence permits for protected persons, long-term residents, and their relatives.
• The article says the reform aligns Sweden’s asylum framework with minimum EU legal guarantees.
• Most changes take effect on 12 July 2026, while Reception Act amendments begin on 2 October 2026.

Banned Book Library in a Wi-Fi Smart Light Bulb

Key Points

• The project repurposes a Wi-Fi smart bulb into an open access point and web server for digital books.
• The concept is presented as a low-cost, discreet local content distribution method.
• The technical exploration centered on Tasmota, local control of IoT devices, and smart-bulb hardware such as ESP32-based platforms.

San Francisco Weighs PG&E Takeover Amid Soaring Utility Costs

Key Points

• San Francisco is pursuing a purchase of PG&E’s local electric infrastructure after years of resident frustration over outages and bills.
• A 2018 measure created a path for the city to finance an acquisition without necessarily going back to voters.
• The article says public-power advocates expect lower long-term rates due to lower financing, tax, and executive-cost burdens.

An O(x)Caml book that runs

Key Points

• The NPTEL OCaml course uses an executable browser-based book instead of a static text.
• The book is designed to let learners run code with no installation and no server dependency.
• The article frames installation complexity as a major barrier in teaching OCaml and reviews earlier container-based alternatives.

The ghost domain problem in DNS, and what we're doing about it

Key Points

• Domains removed from the parent zone can still appear healthy if recursive resolvers keep cached delegation data.
• The article cites .de, .eu, .fr, and gTLD workflows as examples of how domains can be pulled from zone publication.
• The issue is tied to recursive resolver caching and is documented in research papers, RFCs, and an active IETF draft.

Show HN: Claude Code for Visual Studio (native diff with accept/reject)

Key Points

• The extension adds native Claude Code integration to Visual Studio 2026 while relying on the Claude CLI for all AI agent work.
• It provides native diff review, feedback-based rejection, diagnostics sharing, selection context, and a live token/cost panel.
• Its architecture uses a local WebSocket bridge, MCP/JSON-RPC communication, and workspace hooks, with no direct model or network calls by the extension itself.

Amazon Announces Multibillion-Dollar Data Center in Missouri

Key Points

• AWS is investing billions in a new Missouri data center campus expected to create 400+ full-time jobs and thousands of construction roles.
• The site will support cloud computing and AI workloads and includes energy and water-efficiency measures such as free-air cooling and rainwater harvesting.
• Amazon says the project will generate major tax revenue and includes over $7 million in local contributions for public safety, infrastructure, and education.

Cohere's First Model for Developers

Key Points

• Cohere released North Mini Code as an open-source, Apache 2.0-licensed agentic coding model for developers.
• The model uses a mixture-of-experts design with 30B total parameters, 3B active parameters, and support for deployment on a single H100 at FP8.
• Cohere says the model is competitive in its size class, citing a 33.4 Artificial Analysis Coding Index score and higher throughput than Devstral Small 2 in its tests.

Reviews have become expensive, rewrites have become cheap

Key Points

• LLMs tend to generate complete implementations rather than minimal solutions.
• The article says reviewing AI-generated code is now more expensive than rewriting it.
• The author has shifted toward more upfront planning and post-build simplification in response.

The 90-year-old idea behind JEPA models: Canonical Correlation Analysis

Key Points

• The article identifies Hotelling’s 1936 CCA as a conceptual precursor to JEPA.
• It explains that CCA’s correlation-maximization objective is equivalent to minimizing embedding MSE under whitening constraints.
• It distinguishes JEPA from CCA by emphasizing shared encoders and non-linear neural modeling.

Microsoft turns to AWS as GitHub faces AI capacity crunch

Key Points

• Microsoft is reportedly using AWS capacity to help GitHub handle AI-related infrastructure strain.
• GitHub’s Azure migration is progressing, but demand has outpaced the original timeline and capacity assumptions.
• Internal GitHub metrics and reliability reports show rapid growth, major scaling targets, and repeated service incidents.

I Hacked into the Worst E-Bike and Fixed It [video]

Key Points

• The video documents Berm Peak’s attempt to fix and improve a borrowed Reevo e-bike.
• The creator says the project required jailbreaking the bike’s computer.
• Custom printed parts were used as part of the repair and upgrade process.

Laser Phase Plate Cryo-Electron Microscopy

Key Points

• Biohub and UC Berkeley reported successful results from a laser phase plate for cryo-EM.
• The technology is intended to improve contrast enough to image many more proteins inside intact cells.
• The effort grew from a 2019 workshop proposal into two launched microscope versions after seven years of development.

The time the x86 emulator team found code so bad they fixed it during emulation

Key Points

• A Windows x86-32 emulator used binary translation to run code on non-x86 hardware more efficiently than interpretation.
• A compiler generated 65,536 individual byte-store instructions to initialize a 64KB stack buffer.
• The emulator team added a special-case translation rule to replace the bloated code with an equivalent tight loop.

Show HN: Garden of Flowers – an archive of pictorial typography before ASCII art

Key Points

• Garden of Flowers is an archive of pre-ASCII pictorial typography.
• The article mainly consists of historical specimen and printing-book images.
• Named sources include William Caslon, Caslon, Son & Livermore, Henry Vaussy, J.F. Hemery, and Claude Mozet.

Honeypot Design

Key Points

• The article is based on direct experience running WordPress, SSH, and telnet honeypots.
• It outlines six practical honeypot design considerations, including realism, logging, attacker cost, and collateral-risk reduction.
• It presents honeypot operation as an iterative defensive practice that requires ongoing updates.

I Could've Rickrolled the FIFA World Cup. All I Needed Was My ID

Key Points

• The article alleges FIFA’s public registration flow created access through a shared Microsoft Entra tenant used by internal systems.
• It says authorization was handled in the frontend while backend APIs exposed World Cup 2026 streaming data.
• The reported exposure included MediaKind-hosted RTMP ingest URLs, manifests, and shared stream keys for match camera feeds.