标签：#an

Bhavuk Jain discusses translating foundational AI into scalable mobile products. He shares the engineering challenges behind AI Wallpapers and Circle to Search, detailing how to implement robust runtime guardrails, fine-tuning, and seamless OS integration. For engineering leaders, he explains balancing UX constraints with model latency and infrastructure cost to deliver safe, reliable AI. By Bhavuk Jain

Dealerships installed alarms in millions of vehicles—and left them in even if the buyer didn’t want them. Now researchers warn they can be hacked to unlock, track, and disable cars.

GitLab has released version 19.2 of its DevSecOps platform, adding agentic automation aimed at the security and review work that has piled up as AI coding tools generate more code than developers can check by hand. The release, announced on 16 July 2026, brings four features out of beta or into public beta: Dependency Scanning Auto-Remediation, Security Review Flow, GitLab Duo CLI and Custom Flows By Matt Saunders

I self-host Umami for my SaaS, ParserBee . The main reason I picked it: privacy-friendly, cookie-less, first-party analytics that adblockers supposedly leave alone because the script comes from your own domain. That last assumption turned out to be wrong, and the reason is the subdomain name itself. Writing it up because the fix is small and the failure mode is silent. The problem My Umami instance ran at umami.parserbee.com , so the tracker was loaded like this: <script defer src= "https://umami.parserbee.com/script.js" data-website-id= "..." ></script> The EasyPrivacy filter list (used by uBlock Origin, Brave Shields, AdGuard, and most other blockers) contains a rule that matches the Umami tracker by hostname pattern, along the lines of: ||umami.*/script.js It doesn't target a specific company's server. It targets any host whose subdomain is literally named umami serving a file called script.js . Which is exactly how most of us name things when self-hosting: umami.mydomain.com , plausible.mydomain.com , matomo.mydomain.com . The filter lists know this convention, and they have rules for it. The result: every visitor with an adblocker never loads the script. No errors on your side, no console noise, nothing in the Umami logs. The traffic just quietly never shows up. I only caught it because signups were arriving from campaigns that Umami claimed nobody clicked; the server logs and Stripe disagreed with the analytics, and the server logs were right. The fix Serve the same Umami instance from a second hostname that no filter list matches. No proxying, no renaming files, no changes to the Umami install itself. I added u.parserbee.com as an alias for the same service: 1. DNS record. A CNAME (or A record) for u.parserbee.com pointing at the same server as the existing umami.parserbee.com . 2. Reverse proxy. Add the new hostname to the existing Umami site config so both route to the same instance. I run Umami in Docker behind Coolify, where this is just adding a second d

The final approval settles one case, but it doesn't resolve the broader issue of using copyrighted works to train AI models.

David Vélez and Robin Vince join the boards of the OpenAI Foundation and OpenAI Group PBC, bringing global leadership in finance, technology, and governance.

After seeing Christopher Nolan's The Odyssey for the first time early last week, I came away impressed, but somewhat conflicted about two of the film's more fantastical set pieces. While those scenes were beautifully crafted and tremendously acted, there was something a little bit off about the way they hit my eye. I spent days […]

Most "SSG vs SSR vs ISR" content out there is written from documentation. Someone reads the framework, restates it, and you're left inferring the actual difference in performance and behavior. So I built a lab where you can just run the commands and see it yourself, no table to trust blindly. astro-wp-seo-lab builds the same WordPress content four different ways with Astro 7.1.1, then serves all four side by side so you can compare them directly. git clone https://github.com/nimajafari/astro-wp-seo-lab npm install npm run compare That builds each arm into its own directory and serves them all at once. arm url what it is ssg-full http://localhost:4301 everything prerendered at build time ssr http://localhost:4302 rendered per request, no caching ssr-cdn http://localhost:4303 per request plus CDN cache headers route-cache http://localhost:4304 per request plus Astro 7 route caching islands http://localhost:4305 static shell with deferred fragments Every page has a black bar at the top showing which arm rendered it and when. That timestamp is the instrument for most of what follows. First build takes a few minutes since each arm fetches from WordPress, later builds are faster because the Content Layer loader caches between them. It ships pointed at a live WordPress install (oxyplug.com), but it works against any public WordPress site with the REST API exposed. npm run probe -- https://your-site.com --save mysite SOURCE = mysite npm run compare probe checks what your own install actually exposes, REST API reachability, Yoast presence, permalink structure, then saves it under a name. Use the URLs npm run compare prints for your own site instead of the ones below, since those are generated from your own content. Build time vs request time This is the distinction most of the SSG vs SSR debate hinges on, and it takes about 30 seconds to see for yourself. Open these two side by side and reload each a few times. http://localhost:4301/optimization/crl-ocsp-certificate-revocati

Directly added to your Samsung Wallet account, it’s yet another cash-back credit card, this time tailored for Samsung stans.

You probably know the signature PlayStation boot sound. Did you know that it's technically a multi-part chime? There's the synthy section where "Sony Computer Entertainment" shows onscreen with a white background. You only get to the next screen with the echo-y chimes and the color-filled PlayStation logo if your console recognizes the disc. How badly […]

The latest estimates reveal that the majority of greenhouse gas emissions from large-scale events such as the FIFA World Cup stem from spectators traveling to host cities.

X says the rebuilt version of its Android app is now available globally.

The end of the Ford F-150 Lightning was also the start of a new era for the automaker. After failing to capture the market with the electric version of its popular F-Series truck, Ford is going back to the drawing board with its Universal Electric Vehicle Platform. The first offering will be a $30,000 electric […]

This week's Java roundup for July 13th, 2026, features news highlighting: a reintroduction of Value Objects (Preview); the GA release of WildFly 41; the July 2026 edition of Open Liberty 26.0.0.7; point releases of TornadoVM, Apache TomEE, Java Operator SDK and LangChain4j; a maintenance release of Micronaut; a new extension, Quarkus Shim; and a new Oracle AI Agent Studio for Fusion Applications. By Michael Redlich

Do you need to be in your car to set up your digital car key?

A judge partially granted the request from a dozen state attorneys general to temporarily place the $110 billion merger of Paramount and Warner Bros. Discovery on hold, as reported by Variety and Reuters. US District Judge Araceli Martínez-Olguín said that based on the new company's market share, "the Court is persuaded that it can presume […]

Governments look at banning ransom payments in face of increasingly sophisticated threats.

Electric aviation is still in its infancy, but manufacturers are already looking beyond mere air taxi trips across cities. Today, one of the leading air taxi startups, San Jose-based Archer Aviation, unveiled a new aircraft it co-developed with defense technology company Anduril - though the platform is designed for both military and commercial uses, the […]

Max Korbacher explains why successful internal development platforms cannot be built on tech alone. He discusses the pitfalls of infrastructure-first thinking, the importance of a clear product mindset, and how to measure real value using DevEx and SPACE metrics. Learn how to align your team, manage tech debt, and foster a thriving community to ensure lasting platform adoption. By Max Körbächer

Thomas Betts talks with Clare Liguori, the technical lead on the open source Strands Agents SDK. The conversation covers how Strands Agents has grown from a Python SDK to a full agent harness running in production. Clare shares some lessons learned from building agents at scale, shifting to a model-driven architecture, and what comes next as the LLMs that underpin agents continue to improve. By Clare Liguori