Claude discovers a novel enzyme system with CRISPR-like repeats

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Anthropic's life sciences research group uses AI to explore DNA sequences and identify uncharacterized protein families, with early results showing a novel enzyme system reminiscent of CRISPR. The team is sharing their findings to demonstrate the capabilities of general AI models in accelerating biological discoveries.

Linux support is coming to Snapdragon X2 Series

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Explore the agentic AI PCs, Googlebook laptops, Linux support and partner devices powered by Snapdragon unveiled at Snapdragon Summit 2026.

VSCode's SSH Agent Is Bananas (2025)

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We want to integrate our code into VSCode's remote editing feature over SSH, using a custom setup that avoids security risks. This will allow us to use large language models (LLMs) for code generation while minimizing the risk of errors and security breaches.

Fixing the Portobello Police Station Clock

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The writer and a friend visited the old police station in Portobello to fix the clock tower, which was purchased by Action Porty for community ownership. They successfully set the time but struggled with figuring out how to control the chime mechanism.

We just shipped support for the ugliest part of HTTP: Vary – Cloudflare Blog

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Cloudflare's Vary feature helps prevent caching errors by identifying which request fields may affect a response, but it doesn't determine what matters. It allows users to decide how to handle variations in cache entries.

LensVLM: Compressing long context as images, expanding only relevant pages

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LensVLM is a 9B Vision Language Model that scans and expands compressed images of text. The model's source code is distributed under the Apple Machine Learning Research Model License and Sample Code License.

Italian parliament votes for return to nuclear energy

The mystery animal on an ancient god's head

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Egyptian gods like Set have animal heads, but the exact animal is unknown. The depiction of Set varies across time and cultures, with different animals suggested by scholars due to limited evidence and historical context.

A brief history of Windows scroll bar shortcuts

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Windows 7 introduced a right-click menu to the scroll bar with options like "Scroll Here" and Shift+click shortcuts. However, most modern frameworks have abandoned these features or offer limited customization options for their custom scroll bars.

The Curious Power of Punctuation

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The author discusses the history of punctuation and its impact on writing, citing authors Jane Austen and F. Scott Fitzgerald as examples. They argue that changes in punctuation can alter the tone and meaning of a text, with some arguing that modern minimalist styles are more effective for certain types of writing.

Jev in 25 Lines of Python

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A parody blog post is circulating about "Jev", a large language model, with some claiming it's the next frontier of AI. The post provides a 25-line Python code snippet as an example, but notes that it's not trained using Reinforcement Learning for Calibrated Decisions (RLCD).

Gemini 3.8 text-to-speech

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Google introduces Gemini 3.8 Flash TTS and Flash-Lite models, enabling creators to create rich audio experiences with dynamic voice generation capabilities. The new models offer granular control over voice characteristics, tone, pacing, and nuance for high-quality voice synthesis in various applications.

Radicle: Disclosure of Vulnerability in the Network Protocol

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Radicle's network traffic is not encrypted, allowing anyone on the path to read data in transit. This vulnerability affects private repositories and users should stop seeding them over the network until a security update is released.

Tokens too cheap to meter

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Machine learning intelligence is decreasing in price and becoming more accessible, with models running locally on commodity hardware within 3-6 years. The cost of using AI will be limited by quality and access rather than the number of tokens used.

Show HN: An atlas of system designs with interactive architecture diagrams

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This list discusses various challenges and design considerations in distributed systems, including celebrity problems, key generation, latency optimization, consistency vs availability, and more. It highlights common issues that arise when building scalable and fault-tolerant systems.

Mercury 2.5 LLM hits 770 tokens per second

Mercury 2.5 scores 12 on the Artificial Analysis Intelligence Index, below average for its price tier. It offers fast output at 770 tokens/sec and competitive pricing at $0.25/input and $0.75/output.

Making Tailscale Faster

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Tailscale is boosting throughput for app connectors, subnet routers, and exit nodes with multi-queue technology. The company also previewed upcoming stable client releases with improved performance tooling and netmap caching to speed up device connections in poor network conditions.

Stripe's Knowledge AI Platform

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Stripe's Knowledge AI Platform is our versatile AI agent platform built to handle diverse non-coding knowledge work, from quick queries to complex, multi-day projects. By connecting employees to over 1,000 internal tools and skills, it enables secure, enterprise-scale productivity across the organization.

Swap, ZRAM, Zswap and Hibernate on NixOS

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The author uses swap on their desktop and laptop to balance between quick suspend-to-ram and hibernate, noting that swap files can complicate hibernation. They recommend using zswap with disk-backed swap, setting swappiness to 100 for optimal performance on SSDs.

I don't want the details

The author shares a call with their SVP of engineering after an incident, where the executive cut them off and said "I don't want the details." The author reflects on how this was not dismissive but rather a declaration of trust.

Z80 REPL (2018)

Claude Code reads AGENTS.md only when telemetry is on [fixed]

Claude Code 2.1.277 has a feature to load AGENTS.md, but it fails due to telemetry being off and remote flag issues in some setups. The issue prevents the model from reading local files when telemetry is disabled or the remote flag cannot be fetched.

Show HN: I built a post-mortem debugger for native Windows x64/x86 crashes

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ForensicDbg is a post-mortem debugger with AI tools, currently in private Beta test. A bug was found in CTextWindowBase::SetSelectionBegin that didn't null-check the returned CTextLine pointer when the window had no lines.

Bwbach, My Guardian Goblin

Why is this happening? This automated security perimeter check occurs once every 24 hours to protect cluster services from hostile scrapers and distributed bots.

Once Claude can measure something, it can make it faster

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Claude.ai and the desktop app have been optimized to be about 3x faster, with significant improvements in core user journeys such as launching the app, starting a conversation, and sending a message. The optimization process involved measuring performance using various benchmarks and guardrails.

A refined phylochronology of the second plague pandemic in Western Eurasia

QuestDB (YC S20) Is Hiring a Sales Engineer

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QuestDB is a low-latency time-series database that ingests millions of events per second and runs on open formats. The company hires a pre-sales engineer to own technical validation for sales cycles in North America, working closely with the CEO, sales team, and CTO.

28% of job postings on company career sites have been open over 90 days

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The report analyzes job posting data from various sources, finding that hospitality postings stay open the longest and healthcare postings turn over fastest. Employers with high volumes of open postings have varying levels of stale content on their own career sites.

OpenAI breaches Medicare, Albanese reveals

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Australian Prime Minister Anthony Albanese revealed an artificial intelligence agent from OpenAI infiltrated a Medicare website in June, accessing public and non-public files. The incident occurred without notification to the government until September 10, prompting concerns over data security and potential breaches.

UK military jamming other nations' satellites to defend itself, BBC told

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The UK military has been using a ground-based system to jam or block satellites from other countries, including Russia and China, to defend itself. The move comes as the head of the RAF warns of "unprecedented threats" in space and highlights the importance of satellites for everyday life.