Clef: Open-source decision models, and new RL fine-tuning platform

https://blog.cloudflare.com/_image?href=https%3A%2F%2Fblog.cloudflare.com%2F_emdash%2Fapi%2Fmedia%2Ffile%2F01M3TJPKAE7MFBW626XHNC9QVA.png&w=1999&h=1125&f=webp&fit=cover&position=center
Cloudflare is releasing two decision models, Clef and Clef-flash, which can produce bounded structured outputs quickly and consistently. These models are designed to work with various inputs without retraining, contrasting with Large Language Models (LLMs).

RIP, vector database

https://turbopuffer.com/og/turbopuffer.png
Turbopuffer is changing its storage architecture to improve performance and scalability for non-vector query plans. The new engine, called turbopuffer v3, will allow for faster queries and better handling of large datasets.

StreetComplete on iOS is now in public beta

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This ticket aims to coordinate iOS port development for StreetComplete, a mapping app written in 100% Kotlin. Contributions are welcome and can be found on the Project Board with detailed steps outlined.

RacketCon Is Saturday

https://con.racket-lang.org/rcon2026logo.png
Researchers at Stanford, Indiana, and Northwestern universities are working on improving Racket's type system and language features for systems programming. They aim to address limitations in existing languages like Racket and Rhombus with new tools such as Typed Racket, Pille, Treason, Herbie, cio effect handlers.

Ask HN: Who is hiring? (October 2026)

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How to speed up the Rust compiler in September 2026

The Rust compiler has seen significant performance improvements over the past two months, with a mean wall-time reduction of 4.57% across 629 benchmark measurements. Many individual PRs have contributed to these improvements, including optimizations for borrow checking and trait solvers.

Cloudflare K2: serverless event streams

https://blog.cloudflare.com/_image?href=https%3A%2F%2Fblog.cloudflare.com%2F_emdash%2Fapi%2Fmedia%2Ffile%2F01M3SXWMA7TC0H6D9G217A3327.png&w=1999&h=1125&f=webp&fit=cover&position=center
Cloudflare K2 is a durable event streaming primitive that decouples producers and consumers, allowing for independent processing of data. It stores events as an ordered log on top of R2 object storage, enabling scalable and long-term retention.

Identity Management for Agentic AI [pdf] (2025)

AI agents pose significant challenges in authentication, authorization, and identity management due to their autonomous nature and ability to interact with external resources. Current protocols like OAuth 2.1 and MCP are being adapted for AI agents, but new solutions are needed to address the unique needs of these systems.

Ask HN: Who wants to be hired? (October 2026)

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Gemini 4 Argon

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Google is launching Gemini 4 Argon, a new frontier model for complex workflows in software engineering, finance, and cybersecurity. The model delivers high performance and has been tested by thousands of Googlers with impressive results in various domains.

Polyedergarten: Garden of Paper Polyhedron Models

copyright: U. Mikloweit 1992-2022. Commercial use of text or pictures forbidden, please ask for permission. Udo Ringeisen took the fine photos, the other ones I took myself.

GPT-Synopsys: Frontier Intelligence to Revolutionize Chip Design

https://mmx.prnewswire.com/media/MS1999865/Synopsys-OpenAI.jpg?id=OA2980139
Synopsys and OpenAI partner to develop GPT-Synopsys, a specialized model for chip design combining frontier AI with Synopsys' trusted EDA tools. The companies will collaborate on R&D and joint go-to-market initiatives with a shared revenue framework.

Show HN: Open-source model routing for coding agents at Astra-level performance

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ParadeDB Search Performance Improvements

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PlanetScale's TIN search extension for Postgres has closed the performance gap with ParadeDB, achieving speeds of 8x faster in BM25-ranked text search and document counts. The improvements were made through optimization passes that didn't rely on how documents are identified.

Various Projects Find Hidden SDR Capabilities in ESP32 Microcontrollers

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Researchers discovered an undocumented feature in ESP32 WiFi microcontrollers that allows them to capture raw IQ baseband samples, enabling use as a software-defined radio (SDR) covering 2.4-6 GHz frequencies. This breakthrough enables direction finding and phase-coherent IQ sample capture on arbitrary signals, but not continuous demodulation or decoding without additional hardware.

Red Hat being phased out of existence?

https://techrights.org/i/2026/10/last-redhat.png
Thomas Wilson expressed concerns about IBM's role change and the shift towards selling non-substantial content, potentially harming shareholders. He also criticized Red Hat for its culture and open-source practices being dismantled, leading to employee departures.

Context Language Models

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Context Language Models (CLMs) learn and manage their own context by updating a file, outperforming existing models in various tasks. CLMs enable both in-context and parametric learning of context-management strategies with natural-language instructions or online reinforcement learning.

OpenDLSS: A Vulkan Reimplementation of Nvidia's DLSS 5 Neural Rendering Network

https://raw.githubusercontent.com/maanHimself/OpenDLSS-NR/main/docs/images/cowboy-gramps-nr-on.jpg
The DLSS5VK tool is a Vulkan-based implementation of NVIDIA's generative neural rendering network, which re-renders frames with injected noise and adjusts tone, structure, and skin under a style setting. It runs on RTX 4070 SUPER GPUs with minimum over 40 frames per second.

Show HN: Vote on which of Hacker News' challenges for AI have been met

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Micron CEO Says Memory Supply Will Be Much Tighter in 2027 and 2028 Than in 2026

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Micron CEO Sanjay Mehrotra expects memory and storage supply to be tighter in 2027 and 2028 due to strong industry demand. The company has no line of sight to when supply will catch up with demand, despite additional cleanroom space plans.

Cops Can Bypass iPhone's Automatic Reboot to Get into Locked Phones

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A company called Magnet Forensics has developed a solution to bypass Apple's inactivity reboot feature on iPhones, allowing law enforcement to access sensitive data. This new technology is designed to keep the iPhone in an "After First Unlock" state, making it easier for police to extract data from seized devices.

Truemetrics (YC S23) Is Hiring a GTM Founder's Associate

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truemetrics is a YC-backed startup that uses smartphone data to optimize last-mile delivery, aiming to reach €10M ARR. The company seeks a founders' associate role for a curious problem-solver who can drive growth and improvement in the outbound engine.

Figma restricts MCP access to whitelisted clients, excluding Pi

https://pbs.twimg.com/card_img/2104075374120652800/TjKz8L6F?format=webp&name=medium
Hey David, Gayani here from Figma. You're right that our remote MCP server only accepts clients on our supported list, and Pi isn't on it yet. You can see the current list in our MCP catalog at figma.com/mcp-catalog. If you'd like Pi considered for a future addition, please fill out this form: forms.gle/qSvUawwznWyoj8….

Git 3.0's upcoming SHA-256 default will be a costly mistake

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The upcoming Git 3.0 release is planning to change its default hashing algorithm from SHA-1 to SHA-256, but this may cause significant problems for the ecosystem due to compatibility issues and increased complexity. The author suggests an alternative approach of independently rehashing tree contents with a different algorithm and injecting that header into signed objects, which could provide ...

Lightweight PDF parser with layout, tables, formulas and bounding boxes

https://raw.githubusercontent.com/beatrizalmeidaf/papero-pdf-text-extractor/main/web/assets/demo.gif
The papero PDF text extractor converts PDFs to Markdown, JSON, Word, and Excel formats while preserving reading order, tables, formulas, and figures. It runs on a CPU without machine learning models.

FTC is investigating OpenAI, Anthropic and other AI companies over product risks

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The FTC is investigating AI companies over safety concerns, following industry warnings and recent incidents. Companies including OpenAI and Anthropic have proposed voluntary measures to ensure safe development of advanced models.

Book of Shapes – Collection of minimal, generative and customizable SVG-patterns

https://bookofshapes.com/previews/flow_dots.svg
A curated gallery of generative patterns. Discover, customize, and download unique algorithmic art.

Returning from vacation? The government can search your phone without a warrant

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An Argentinian-American writer sued the US government, claiming a Customs and Border Protection agent copied data from his phone after searching it at Miami International Airport. He believes he was targeted for his immigration advocacy work and is seeking the deletion of sensitive personal information.

Why the Bronze Age Collapsed

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The Bronze Age collapse occurred around 1200 BC due to a combination of factors, including droughts, internal revolts and the disruption of tin trade routes. The invention of iron led to democratization of violence and changed the balance of power in ancient societies.

The top secret URSALA, RAQUEL, and FARRAH satellites (2025)

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The US Air Force launched the first "hitchhiker" satellites in 1963, a secretive program that lasted over 40 years with various names and designations. The satellites collected radar and electronic intelligence signals from orbiting at low Earth altitudes.