标签：#art

Each day, an airline transports tens of thousands of passengers on hundreds of flights. Often these are not straightforward point-to-point routes, with passengers requiring multiple connections. The airline can consider potentially hundreds of variables to price each of these journeys: demand, season, time of day, current events, global markets, and competitor airline activity to name…

Samsung says it will be launching a new addition to its S26 lineup next week.

A year ago, the debate between “vibe coding” and “prompt-driven development” felt like the right lens for using AI in software. Today it’s outdated. The real frontier is no longer how to phrase a request, but how to build an environment that lets an AI agent explore, modify, and verify code safely. The shift from conversational prompts to structured development harnesses changes what it means to ship reliable software. Below are four concrete ways this evolution is reshaping daily work. From Prompt to Harness A finely crafted prompt can still produce a working feature, but it won’t prevent an agent from inventing APIs, skipping tests, or misreading business rules. The new bottleneck is the harness: Git for traceability, tests for feedback, linting for style, and explicit rules for constraints. When these elements are in place, even a short instruction like “fix the bug” can trigger a reliable, auditable workflow. Code is Abundant; Good Software is Rare Generating hundreds of lines of code costs almost nothing, but verifying that those lines align with product history, security policies, and hidden constraints is still manual. The developer’s scarcest resource is now judgment: deciding what to automate, what to document, and when to override the agent’s plausible but wrong solution. Documentation is Now for Machines README files and ADRs used to serve only humans. Today they also feed the agent’s context. A well-maintained AGENTS.md , coherent tests, and executable examples let an AI act with minimal prompting while remaining aligned with the team’s conventions. The repository becomes a self-explaining environment. Supervision is the Next Skill Single-agent workflows are giving way to multi-agent orchestration. Frontend, API, test analysis, and incident triage agents must coordinate without stepping on each other. Observability, conflict detection, and rollback mechanisms replace prompt tuning as the critical layer of control. The center of gravity has moved from “ho

AI-native account startup Rillet became a unicorn, led by Iconiq, after it doubled its ARR in the past three months, it said.

During a recent visit to Generalist AI, I watched a robotic arm improvise and use a banana as a tool.

The AI buildout shows no signs of slowing. And with hundreds of billions of dollars a year going into data centers and GPUs, compute has become the single biggest cost for anyone building AI products. But for all that spending, there still isn’t a straightforward way to put a price on compute — or for firms to hedge their exposure when the price changes. Silicon Data […]

Anthropic announced last week it would include invisible watermarks in AI-generated content to comply with new EU rules. Within hours, overrides were being touted online.

If you’ve been circling around Disrupt, then now’s the best time to lock in your pass and start getting ready to join the rest of the startup community gathering in San Francisco from October 13-15 at Moscone West!

Google's latest foldable sports some welcome upgrades, but its lack of a major design change is disappointing.

Just because it doesn't meet the high standard its predecessor set doesn't mean the Pixel 11 Pro isn't a great phone.

The Pixel 11 is $100 more than last year and didn't change a ton, but is still one of the best smartphones on the market.

Here's everything you need to know about the current wireless charging standards.

The investment comes amid Navi plans to go public.

Amazon is bringing Alexa Plus to Fire TV device owners in the US for free. Starting today, users in the US with an Amazon Fire TV Stick, Fire TV Cube, Amazon Ember smart TV, or other TV with Alexa Plus built in, including those from Panasonic and Hisense, will get access to the more conversational […]

Apply a style when someone navigates from one specific page to another. The idea being it'd make the sources for cross-document view transitions declarative in CSS rather than managing that stuff in JavaScript. CSS Navigation Matching, Early Days originally handwritten and published with love on CSS-Tricks . You should really get the newsletter as well.

Volunteer at TechCrunch Disrupt 2026 and get an insider's view of how world-class tech events get built and more.

Robot vacuums are great at keeping your floors clean, but there are a few areas they fall down on the job - stairs being one. Another is chairs and stools. You know the scenario: You have a row of stools at a kitchen table, or chairs tucked under a dining table, and the robovac just […]

If you have ever tried to win a domain at auction, you probably assumed the game works like eBay: watch the clock, wait for the last eight seconds, fire your bid, walk away with the name. On Namecheap, that does not work. Not "works badly". Does not work. Namecheap's expiring and marketplace auctions close in a daily batch at 11:00 AM ET. Every auction ending that day ends at roughly the same moment, which means there is no quiet corner of the day where you and one other bidder are paying attention. And if a bid lands in the closing window, the auction extends. So the buzzer-beater you were planning gets absorbed and the clock keeps running. The winner is not the fastest click. The winner is whoever set the smartest proxy maximum, on a name they found before anyone else was looking at it. I have been building PounceDomains around that one fact for months, and it is the reason the product looks the way it does. The edge moved from timing to discovery If speed is not the lever, the levers left are: find the good names earlier, and know what they are actually worth before you commit a number. So the engine scans the Namecheap aftermarket around the clock rather than at the bell. You describe the domains you want in plain English, something like "pronounceable 5-letter .com brandables under $50, no numbers or hyphens", and it builds a tuned config you can edit. If your config is too broad, it tells you and tightens it. There are seven scoring lenses you can stack: pronounceable, brandable, exact-match keyword, short premium, dictionary word, two-word combo, and free-text custom criteria. Fast programmatic filters run first, then AI scores what survives, and only domains that clear your threshold become matches. It has graded over 340,000 domains so far. The second lever is the one I care about more. Every match arrives with its receipts The failure mode in domain investing is not missing a name. It is paying $400 for something worth $80 because a free appraisal tool pri

GrapheneOS 2027 Lands on Flagship Phones: Real‑World Privacy for Premium Android Users Introduction When GrapheneOS announced official support for Motorola, OnePlus and Sony’s top‑tier phones in early 2027, the tech community stopped scrolling. Within days the phrase “GrapheneOS Motorola” spiked 250 % on Google Trends and sparked a firestorm on Hacker News. Why the hype? Because for the first time a hardened, auditable Android fork is available on devices that don’t compromise on performance, camera quality, or design. In this guide you’ll get a hands‑on look at what GrapheneOS 2027 actually does, how to install it, and which commands and configuration tweaks let you turn a flagship phone into a privacy‑first workstation. Quick‑Start Checklist ✅ Item 1 Verify device compatibility (locked bootloader, Snapdragon 8 Gen 3, TEE) 2 Backup current ROM (e.g., adb backup -apk -shared -all -f backup.ab ) 3 Unlock bootloader ( fastboot oem unlock ) – note this wipes data 4 Flash GrapheneOS boot and system images (see “Flashing the ROM”) 5 Enable verified boot ( fastboot flashing lock ) 6 Install the optional Play Store Compatibility Layer (PSCL) if needed Supported Premium Devices (2027) Manufacturer Model Key Security HW Motorola Edge 30 Ultra Snapdragon 8 Gen 3, TEE, Secure Enclave OnePlus 12 Pro Snapdragon 8 Gen 3, TEE, Secure Enclave Sony Xperia 1 V Snapdragon 8 Gen 3, TEE, Secure Enclave Google Pixel 9 (reference) Snapdragon 8 Gen 3, Titan M2 All listed phones meet GrapheneOS’s Hardware Security Module (HSM) requirements: locked bootloader, hardware‑backed keystore, and a modern Trusted Execution Environment. How GrapheneOS Differs from Stock Android Feature Stock Android GrapheneOS 2027 Google Play Services Core system component, heavy telemetry Replaced by a sandboxed Play Store Compatibility Layer (PSCL) Kernel Standard Linux kernel with optional vendor patches Memory‑safe, mitigates Spectre/Meltdown, SELinux Enforcing by default App Sandbox Permissions granted per‑app

I tested the top-of-the-line Ecovacs Winbot W2S Omni window-cleaning robot on my Victorian home, and it was an unmitigated disaster.