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Show HN: ArchGW – An intelligent edge and service proxy for agents

Arch is a proxy server designed as a modular edge and AI gateway for agentic apps Arch handles the pesky low-level work in building agentic apps — like applying guardrails, clarifying vague user input, routing prompts to the right agent, and unifying access to any LLM. It’s a language and framework friendly infrastructure layer designed to help you build and ship agentic apps faster. Quickstart • Demos • Build agentic apps with Arch • Route LLMs • Documentation • Contact Overview AI demos a

A US-Only TikTok Replacement App Could Be Coming. What We Know So Far

A new US-only version of TikTok is being developed by the vertical video app's owner ByteDance, and will replace the current version of TikTok ahead of a September deadline for the Chinese company to divest ownership in the US, according to a report this week by The Information. The new app, codenamed "M2," would launch on Sept. 5 and would require users in the US to switch from the existing app to the new one, the report said, citing anonymous sources. US President Donald Trump recently extend

eBPF: Connecting with Container Runtimes

eBPF: Connecting with Container Runtimes Objective to understand how connection with Container Runtime (CR) is being made using Container Runtime Interface (CRI) in different open-source eBPF-based projects. to query pod or container info for context enrichment. is being made using in different open-source eBPF-based projects. Reasoning Note Code snippets are take from open-source tetragon, tracee and crictl projects. Connection with CR is important for making the tool/product kubernetes-a

Topics: err info nil res return

Samsung Now Brief is making it easier to discover YouTube videos you may like

Adamya Sharma / Android Authority TL;DR Samsung has upgraded One UI’s Now Brief feature on its latest foldables, introducing a read-aloud option and several new info cards. One of the new info cards adds personalized YouTube recommendations to your daily summaries. This card is currently available on Samsung’s new foldable phones and will likely reach more devices with the stable One UI 8 update. Samsung’s One UI 8 update is finally here with the new Galaxy Z Fold 7 and Flip 7, and it brings

5 surprise products Samsung could unveil at Unpacked today - including smart glasses

Kerry Wan/ZDNET It's hard to believe that we're already halfway through 2025, and Samsung is kicking off the second half with force. The tech giant will hold its next Unpacked event today. Officially, we know very little about what will be shown on the big day, but that isn't to say that teaser information doesn't exist. Ever since the last Unpacked event back in January, several leaks and rumors have cropped up online, providing a view into what could be shown off on July 9. Also: What to ex

5 surprise products Samsung may unveil at Unpacked tomorrow - including a tri-foldable phone

Kerry Wan/ZDNET It's hard to believe that we're already halfway through 2025, and Samsung is kicking off the second half with force. The tech giant will hold its next Unpacked event tomorrow, Wednesday, July 9, at 10 a.m. EST. Officially, we know very little about what will be shown on the big day, but that isn't to say that teaser information doesn't exist. Ever since the last Unpacked event back in January, several leaks and rumors have cropped up online, providing a view into what could be

5 surprise products we may see at Samsung Unpacked July - including smart glasses

Project Moohan headset Kerry Wan/ZDNET It's hard to believe that we're already halfway through 2025, and Samsung is kicking off the second half with force. The tech giant will hold its next Unpacked event tomorrow, Wednesday, July 9, at 10 a.m. EST. Officially, we know very little about what will be shown on the big day, but that isn't to say that teaser information doesn't exist. Ever since the last Unpacked event back in January, several leaks and rumors have cropped up online, providing a v

5 surprise products we may see at Samsung Unpacked this week - and are worth getting excited for

Project Moohan headset Kerry Wan/ZDNET It's hard to believe that we're already halfway through 2025, and Samsung is kicking off the second half with force. The tech giant will hold its next Unpacked event on Wednesday, July 9, at 10 a.m. EST. Officially, we know very little about what will be shown on the big day, but that isn't to say that teaser information doesn't exist. Ever since the last Unpacked event back in January, several leaks and rumors have cropped up online, providing a view int

I Tried Signal, Telegram and WhatsApp, and This Is the One I'd Recommend

Key points: Most widely used messaging app Uses the same encryption protocol as Signal Collects heaps of your data Free, but owned and operated by Meta WhatsApp is the most popular private messaging app on this list, with about 2 billion monthly users, according to Exploding Topics. Because it's so popular, there's a higher chance that other people you might be chatting with have WhatsApp, and therefore your chats can be encrypted. And if the person you're chatting with doesn't have WhatsAp

Fubo pays $3.4M to settle claims it illegally shared user data with advertisers

Fubo has agreed to pay $3.4 million to settle a class-action lawsuit that accused the sports-streaming service provider of unlawfully distributing customers' personally identifiable information (PII) without their consent. In December 2023, Ne’Tosha Burdette filed a complaint [PDF] against Fubo with the stated goal of stopping Fubo’s "unlawful disclosure of its customers'" PII. The complaint argued that Fubo violated the Video Privacy Protection Act (VPPA), “which prohibits the disclosure of co

Qantas is being extorted in recent data-theft cyberattack

Qantas has confirmed that it is now being extorted by threat actors following a cyberattack that potentially exposed the data for 6 million customers. "A potential cyber criminal has made contact, and we are currently working to validate this," Qantas shared in an updated statement. "As this is a criminal matter, we have engaged the Australian Federal Police and won't be commenting any further on the details of the contact." Qantas disclosed the attack on July 1st, stating it detected unusual

Robinhood stock tokens face scrutiny in the European Union after OpenAI warning

Lithuania's central bank on Monday said it has contacted Robinhood seeking clarifications over its tokenized equities after OpenAI raised concerns over the product last week. "We have contacted Robinhood and are awaiting clarifications regarding the structure of OpenAI and SpaceX stock tokens as well as the related consumer communication," Bank of Lithuania spokesman Giedrius Šniukas told CNBC via email. "Only after receiving and evaluating this information will we be able to assess the legali

Free as Air, Free as Water, Free as Knowledge (1992)

``Free as Air, Free As Water, Free As Knowledge'' by Bruce Sterling Speech to the Library Information Technology Association June 1992, San Francisco CA Hi everybody. Well, this is the Library Information Technology Association, so I guess I ought to be talking about libraries, or information, or technology, or at least association. I'm gonna give it a shot, but I want to try this from an unusual perspective. I want to start by talking about money. You wouldn't guess it sometimes to hear so

``Free as Air, Free as Water, Free as Knowledge'' (1992)

``Free as Air, Free As Water, Free As Knowledge'' by Bruce Sterling Speech to the Library Information Technology Association June 1992, San Francisco CA Hi everybody. Well, this is the Library Information Technology Association, so I guess I ought to be talking about libraries, or information, or technology, or at least association. I'm gonna give it a shot, but I want to try this from an unusual perspective. I want to start by talking about money. You wouldn't guess it sometimes to hear so

Websites hosting major US climate reports taken down

WASHINGTON (AP) — Websites that displayed legally mandated U.S. national climate assessments seem to have disappeared, making it harder for state and local governments and the public to learn what to expect in their backyards from a warming world. Scientists said the peer-reviewed authoritative reports save money and lives. Websites for the national assessments and the U.S. Global Change Research Program were down Monday and Tuesday with no links, notes or referrals elsewhere. The White House,

India’s Max Financial says hacker accessed customer data from its insurance unit

In Brief Max Financial Services on Wednesday said its insurance subsidiary Axis Max Life Insurance received communication from an anonymous sender about unauthorized access to its customer data. Without disclosing specifics, the Noida-based financial services company said in its stock exchange filing that Axis Max Life Insurance subsequently initiated an information security assessment and data log analysis. “A detailed investigation is also underway in consultation with information security

Kelly Benefits says 2024 data breach impacts 550,000 customers

Kelly & Associates Insurance Group (dba Kelly Benefits) is informing more than half a million people of a data breach that compromised their personal information. The Maryland-based health and life insurance agency has issued an update on a security incident it suffered last year between December 12-17, when unauthorized actors breached its IT systems and stole files. On April 9, 2025, the company stated that the incident impacted 32,234 individuals. The figure was revised multiple times until

Apple accuses former Vision Pro engineer of stealing trade secrets

Apple is suing a former employee for allegedly stealing confidential Vision Pro headset research before leaving to join Snap’s product design team. In the complaint filed in Santa Clara County Superior Court on June 24th, Apple accuses Di Liu of downloading thousands of documents containing proprietary information from Apple’s internal systems and saving them to his personal cloud storage account in his final days as a senior design engineer for the Vision Pro. According to the lawsuit, Liu fal

Esse Health says recent data breach affects over 263,000 patients

Esse Health, a healthcare provider based in St. Louis, Missouri, is notifying over 263,000 patients that their personal and health information was stolen in an April cyberattack. As the largest independent physicians' group in the Greater St. Louis area, Esse Health operates 50 locations and employs over 100 physicians. The organization was made aware of a breach after the attackers took down some primary patient-facing network systems and its phone systems on April 21. Impacted systems were

The new skill in AI is not prompting, it's context engineering

June 30, 2025 5 minute read Context Engineering is new term gaining traction in the AI world. The conversation is shifting from "prompt engineering" to a broader, more powerful concept: Context Engineering. Tobi Lutke describes it as "the art of providing all the context for the task to be plausibly solvable by the LLM.” and he is right. With the rise of Agents it becomes more important what information we load into the “limited working memory”. We are seeing that the main thing that determine

The hidden JTAG in a Qualcomm/Snapdragon device’s USB port

Back in February of this year, Qualcomm quietly published the source code for interacting with EUD. This is perhaps one of the most exciting things they’ve done lately - especially if you spend a lot of time debugging the kernel or U-Boot - let’s talk about it. EUD stands for Embedded USB Debug: essentially, this is a debug interface built right into almost every Qualcomm SoC since ~2018. Internally it hooks deep into the SoC, providing debug facilities for not just the CPUs but also the myriad

The New Skill in AI Is Not Prompting, It's Context Engineering

June 30, 2025 5 minute read Context Engineering is new term gaining traction in the AI world. The conversation is shifting from "prompt engineering" to a broader, more powerful concept: Context Engineering. Tobi Lutke describes it as "the art of providing all the context for the task to be plausibly solvable by the LLM.” and he is right. With the rise of Agents it becomes more important what information we load into the “limited working memory”. We are seeing that the main thing that determine

The hidden JTAG in your Qualcomm/Snapdragon device’s USB port

Back in February of this year, Qualcomm quietly published the source code for interacting with EUD. This is perhaps one of the most exciting things they’ve done lately - especially if you spend a lot of time debugging the kernel or U-Boot - let’s talk about it. EUD stands for Embedded USB Debug: essentially, this is a debug interface built right into almost every Qualcomm SoC since ~2018. Internally it hooks deep into the SoC, providing debug facilities for not just the CPUs but also the myriad

The JTAG in your Qualcomm/Snapdragon device's USB port

Back in February of this year, Qualcomm quietly published the source code for interacting with EUD. This is perhaps one of the most exciting things they’ve done lately - especially if you spend a lot of time debugging the kernel or U-Boot - let’s talk about it. EUD stands for Embedded USB Debug: essentially, this is a debug interface built right into almost every Qualcomm SoC since ~2018. Internally it hooks deep into the SoC, providing debug facilities for not just the CPUs but also the myriad

FBI: Cybercriminals steal health data posing as fraud investigators

The Federal Bureau of Investigation (FBI) has warned Americans of cybercriminals impersonating health fraud investigators to steal their sensitive information. As the federal law enforcement agency cautioned in a Friday public service announcement, scammers posing as "legitimate health insurers and their investigative team members" are emailing or messaging potential victims to pressure them into providing personal or health data that can later be used for fraudulent purposes. "These criminals

Community Is Motivation on Tap

Community is Motivation on Tap A good community can have tremendous influence on one’s motivation. I never appreciated this fact enough so I wanted to write about it here. Looking at successful athletes, founders, musicians, game speedrunners, or overachievers in any area, they seem to have unlimited motivation to do loads of tedious work or practice. One might say they are interested in the work itself, but how inherently interesting can beating super mario 1ms faster be? The work of a founde

Evaluating Long-Context Question and Answer Systems

While evaluating Q&A systems is straightforward with short paragraphs, complexity increases as documents grow larger. For example, technical documentation, novels and movies, as well as multi-document scenarios. Although some of these evaluation challenges also appear in shorter contexts, long-context evaluation amplifies issues such as: Information overload: Irrelevant details in large documents obscure relevant facts, making it harder for retrievers and models to locate the right evidence for

Reinforcement learning, explained with a minimum of math and jargon

It’s Agent Week at Understanding AI! This week I’m going to publish a series of articles explaining the most important AI trend of 2025: agents! Today is a deep dive into reinforcement learning, the training technique that made agentic models like Claude 3.5 Sonnet and o3 possible. Today’s article is available for free, but some articles in the series—including tomorrow’s article on MCP and tool use—will be for paying subscribers only. I’m offering a 20 percent discount on annual subscriptions

Retail giant Ahold Delhaize says data breach affects 2.2 million people

Ahold Delhaize, one of the world's largest food retail chains, is notifying over 2.2 million individuals that their personal, financial, and health information was stolen in a November ransomware attack that impacted its U.S. systems. The multinational retailer and wholesale company operates over 9,400 local stores across Europe, the United States, and Indonesia, employing more than 393,000 people and serving approximately 60 million customers each week in-store and online. It has reported yea