Re: I'm Begging You to Leave Your AI Note-Taker at Home

StreetComplete: Fixing OpenStreetMap, one tiny quest at a time

https://streetcomplete.app/res/google-play-badge.png
Help improve OpenStreetMap with StreetComplete! This app finds missing map data in your vicinity and displays it on a map as quests. Solve each quest by visiting the location on-site and answering a simple question to update the map. The info you enter is directly added to OpenStreetMap in your name, without the need to use another editor.

Local, CPU-Friendly, High-Quality TTS (Text-to-Speech) with Kokoro

https://ariya.io/images/2026/03/kokoro.png
Kokoro is a local speech generation model that produces realistic speech in multiple languages without compromising privacy. It can synthesize speech on a local machine using a CPU, with a container image available for easy setup and use.

AI Meets Cryptography 1: What AI Found in Cloudflare's Circl

https://blog.zksecurity.xyz/posts/circl-bugs/thumbnail.png
zkSecurity's AI audit pipeline, zkao, found seven real bugs in Cloudflare's CIRCL experimental cryptography library, including a critical float64 precision loss in threshold RSA and a complete access-control break in attribute-based encryption, all of which are now fixed upstream. The AI's severity ratings were inconsistent, overrating some bugs and underrating others, highlighting the need ...

Chat Control 1.0 and 2.0 Explained

https://fightchatcontrol.eu/data/logo.webp
Two EU "Chat Control" laws are moving through institutions in parallel, one expired and the other being revived. The laws aim to regulate digital platforms' detection and reporting of child sexual abuse material, with disagreement over scanning of private communications.

l: A new runtime for k and q

https://lv1.sh/og-image.png
l is a new engine built for modern memory, using compressed vectors, SIMD, and parallelism to run k4, q, and qSQL unchanged. It moves fewer bytes, making it fast, and automatically picks the execution path with no annotations.

Herdr: One terminal to rule them all

https://i.ytimg.com/vi/qnIu-Xu64H0/maxresdefault.jpg
Recomputing on every PTY chunk causes mid-frame repaints. Handoff suite passes, including server replacement and long-lived workloads.

A better way to tie gym shorts (or any drawstring) [video]

Show HN: Davit, a Apple Containers UI

https://davit.app/img/icon-256.png
Davit is a container management app for macOS that directly interacts with Apple's container daemon. It offers features like live monitoring, interactive shells, and customizable settings.

30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format

The user provided a list of various research papers, blog posts, and articles related to deep learning, neural networks, and artificial intelligence, covering topics such as variational autoencoders, convolutional networks, recurrent neural networks, and transformer models. These resources aim to explain complex concepts in deep learning and provide practical examples and implementations for ...

Notes on Software Quality

Quality is a result of ability and appetite, where organisations have people who can produce high quality and allow quality to be achieved.

Jim's TrueType QR Code Font

https://opengraph.githubassets.com/933b18650cefc9e4f86d9af603a0edc04cb4c33e373d36be52e931db0368cb54/jimparis/qr-font
This repo generates experimental OpenType fonts that turn bracketed text into QR codes while preserving readability. The fonts are generated from Liberation Sans Regular and licensed under the SIL Open Font License.

Show HN: Rowboat – Open-source, local-first alternative to Claude Desktop

https://private-user-images.githubusercontent.com/6592213/618149140-440087ae-5674-427a-87bb-831b0bea7de4.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.KwEBD7esvpQgJVCbdQ43WUvDJ-xTxlr5KaeG68RYQNU
Rowboat is a desktop AI coworker with a built-in knowledge graph that indexes work and allows collaboration with AI. It includes email client, notes, browser, code mode, and workspaces for different projects.

Fixing analog audio on the $2.58 HDMI-to-VGA adapter

https://nyanpasu64.gitlab.io/processed_images/noise-sweep.14c9e37528af68a8.png
The user purchased an ultra-cheap HDMI-to-VGA DAC to connect their Nintendo Switch to a CRT monitor and external speakers, but encountered serious noise problems due to the DAC's audio output. After extensive troubleshooting and modifications, including designing a low-pass filter to reduce switching noise and swapping the analog audio channels, the user was able to achieve a functional audio ...

Why we built yet another Postgres connection pooler

https://pgdog.dev/assets/images/listen-arch.svg
PgDog is a Postgres proxy that scales connections without requiring trade-offs like connection poolers do. It preserves features like SET commands and LISTEN/NOTIFY, making it a more reliable option for scaling Postgres.

Show HN: Docx-CLI: agents read/edit Word docs using 1/2 the time and tokens

https://camo.githubusercontent.com/3d2fb52cfe6e1b85702faa19de5a9a07778527c4b40e88c5bbd4f549e6adcebc/68747470733a2f2f63646e2e6c6f6f6d2e636f6d2f73657373696f6e732f7468756d626e61696c732f64613730323639613937306634326361613133386662333338396234623963632d663437373430323339366434313534642d66756c6c2d706c61792e67696623743d302e31
Agents address text by stable locators with character offsets (p3:5-20); humans see normal word formatting on disk. docx <noun>, docx'verb', and a doxygen-based symlink encapsulate the verbs in the xml file system. # # the ok field appears in exactly one place: the --verbose success

Astro 7.0

https://astro.build/_astro/blog-post-astro-7.H_MMnwV0_Z1ICDBv.webp?dpl=6a4cf0b8d8170e0008aa4181
Astro 7 is released with significant speed improvements, including a rewritten .astro compiler in Rust and a new Rust-powered Markdown and MDX pipeline.

Automating AI Away

https://replicated.live/assets/img/tool.jpg
OpenAI researchers are automating themselves away by improving AI, but LLMs are clumsy and non-deterministic. Beagle SCM uses deterministic tools and formal workflows to sandwich brilliant but inconsistent LLMs.

Chat Control passed first round in EU Parliament

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The European Parliament voted to reinstate the Chat Control regulation with a narrow majority, allowing tech giants to scan private chats for child abuse material. The move was seen as an unprecedented parliamentary maneuver to avoid a regulatory gap before the summer break.

MacSurf 1.68 – NetSurf on OS 9 Released

https://opengraph.githubassets.com/0f5c67d45345af9af01bcabd576994ce03c56b157c6226a8abb6e2fbdbf24aeb/mplsllc/macsurf/releases/tag/v1.86
MacSurf is a native web browser for Classic Mac OS with real HTTPS and a modern JavaScript engine. It now runs on PowerPC Macs with Mac OS 9.1-9.2.2, thanks to a new engine called macQJS.

China sentences official to death for taking $325M in bribes

https://ichef.bbci.co.uk/news/480/cpsprodpb/258b/live/2bc73090-79b2-11f1-bebe-3701069fbdcb.jpg.webp
A former Nanjing city official Yang Youlin was sentenced to death for taking over 2.2bn yuan in bribes over 30 years. His case is one of the highest in recent years, with Yang exploiting his roles for personal gain despite President Xi's anti-corruption crackdown.

Computational Balloon Twisting: The Theory of Balloon Polyhedra [pdf]

Researchers developed a mathematical theory for balloon twisting structures, modeling them as graphs (edge skeleta). They created algorithms to find the fewest balloons for a desired graph or the minimum total length needed by a given number of balloons.

9 Mothers (YC P26) Is Hiring in Austin, TX

https://storage.googleapis.com/ployai/dd1475f0-2410-4ca9-b24e-7883c3bddc93/user/570ba5d4-mounted-edda-stylized.png
The team ships hardware on software tempo, focusing on real deployment, short iteration loops, and hands-on ownership of specs. They prioritize user needs, iterating based on data and affordability, not just roadmaps.

The revenge of the philosophy majors

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Why skilled workers come to Germany and then leave again

https://static.dw.com/image/72153420_6.jpg
Researchers found that emigration from Germany is driven by multiple factors including family reasons and discrimination. Public policy can influence contributing factors such as bureaucracy and language acquisition.

98% isn't much

The 98% statistic is often misleading as it implies success for most, but neglects the 2% who fail. Truly robust engineering requires handling edge cases, not just meeting a general average.

Show HN: Halo – open-source, tamper-evident runtime evidence for AI agents

https://repository-images.githubusercontent.com/1266640182/a23f636f-9190-47a8-aeda-3c55172ee7df
Tamper-evident runtime records for AI agents: the audit trail the vendor runs but cannot edit. Every action your agent takes (tool calls, model calls, data access, approvals) becomes one record in an append-only, hash-chained log. Any party can verify the log was never altered, without trusting whoever produced it. When a customer's security team asks "what did your agent do with our ...

Microsoft fire idTech team at Id software

id Software developers working on idTech have been fired due to massive Xbox layoffs. Approximately 1,600 id Software roles were eliminated as part of a 3,200-person team reduction across Xbox divisions.

GitHub Freno: cooperative, highly available throttler service

https://opengraph.githubassets.com/69f8628dc0d59158f1d8f52501af397e6e90035a8f02919d00f9af8220f244ef/github/freno
Freno is a system that throttles writes to MySQL clusters based on replication status, adapting to changes in server inventory and user control. It uses Raft consensus protocol for high availability and serves clients via HTTP, responding with status codes to indicate whether writes are allowed.

Reducing Doom Loops with Final Token Preference Optimization

https://www.liquid.ai/_next/image?url=%2Fimages%2Fbackgrounds%2Fsoft-7.webp&w=3840&q=75&dpl=dpl_CFp2Gwu71H8UDchdSrKT4rMMPTpo
Antidoom is a method to reduce doom loops in reasoning models by targeting the exact token that begins a loop and training the model to prefer coherent alternatives. This approach improves performance and reduces looping rates in models like LFM2.5-2.6B and Qwen3.5-4B.