TrendPulse

Save $250 off the Garmin Fenix 8, plus discounts on other popular fitness trackers from the brand.

The Tesla Cybercab, that golden two-seater central to Elon Musk's robo-supremacist ambitions, is finally nearing it's public launch. Whether or not the no-steering wheel and no-pedal vehicle is actually ready for public roads, let alone customers, remains very much in doubt. According to The Information, Tesla is planning a public launch of the Cybercab in […]

Apple is once again overhauling App Store rules in the European Union, which the company says will resolve its "disagreements with the Commission over business terms and alternative distribution." As part of the changes, every developer that distributes apps will be moved to a single set of business terms, and digital transactions for apps distributed […]

Sony's Pulse Elevate wireless gaming speakers are launching on November 12th and will cost $219.99, the company announced on Tuesday. Announced nearly a year ago, the speakers are compatible with a PS5, PlayStation Portal, PC, and Mac, and they include "studio-inspired planar magnetic drivers" that offer "lifelike sound across the entire audible spectrum," Sony says. […]

If you’re looking for a feature-packed pair of earbuds that won’t break your wallet, Best Buy has the Samsung Galaxy Buds 3 Pro on sale for $139.99. That’s $40 lower than the current Amazon price, and a big discount from their original retail price of $249.99. These well-equipped earbuds feature excellent sound quality, crisp transparency […]

OpenAI is announcing security updates following the July news that its AI broke out of a sandboxed environment and accidentally hacked Hugging Face, including improvements to its research environments, monitoring, and alignment techniques. The company had already put the brakes on a new model, Astra, that it thinks could have "critical" cybersecurity capabilities, and the […]

Robin Williams' children are taking over their father's Instagram account after his daughter spoke out against the use of his AI likeness, as reported earlier by The Wrap. In a post on Tuesday, Zak, Zelda, and Cody Williams write that they want the late actor's Instagram profile to be a "safe, trusted place where the […]

Apple’s leaked camera-equipped AirPods might avoid the privacy pitfalls of other AI wearables by preventing users from recording photos and videos.

A new feature added to Comcast's newest routers can detect if there is motion is inside your home without needing traditional motion sensors.

Apple is simplifying its EU App Store fees, replacing its per-install fee with a 5% commission for apps distributed outside the App Store and making it easier for developers to operate alternative app marketplaces.

Jane Street has installed Etched's first shipped AI cluster system, and was so impressed, it led another massive round, the startup says.

The new safeguards include more detailed monitoring of models during the development process, as well as greater emphasis on alignment and security during the post-training process.

For about a month, I did the dumbest thing in my dev career: I carried an open laptop around my apartment like a newborn. I'd kick off a long Claude Code run — a refactor, a test suite, a migration — and then I couldn't close the lid. Close the lid, the machine sleeps, the session dies, the context is gone. So the laptop came with me. To the kitchen. To the couch. Balanced on the arm of a chair at dinner. There had to be something better than "keep the MacBook awake forever." It turns out ...

You are forty minutes into a refactor. The agent has read the codebase, you have corrected it twice, it finally understands that the legacy adapter is load-bearing and cannot be deleted. You are close. Then you hit your usage limit. Everyone who codes with an AI agent daily has had this moment, and the two obvious responses are both bad. The two bad options: wait, or share credentials Wait for the reset. Sometimes correct. But the context you built up is perishable — not ...

Every mentee I have talked to this year has asked some version of the same question: what is an AI first engineer, and am I behind? The phrase is on job descriptions now. It is in performance reviews. Nobody defines it, so everyone assumes it means the person who prompts fastest. It does not. After a year of shipping GPT and Claude powered features at HackerRank and watching how the work actually changed, here is the definition I have landed on: An AI first engineer delegates execution by...

Imagine you're building a SaaS platform. Nothing unusual. Just an employee management system. The client says: "We need employee management." A developer says: "Sure. I'll build employee CRUD." So the implementation begins. Employee ↓ Create Read Update Delete Simple. Until the real requirements appear. A few weeks later: HR wants approval workflows. Managers shouldn't see salary information. Employees can belong to multiple depart...

OpenAI reportedly paused reinforcement learning training on its latest models intended for deployment for two weeks while it strengthened safeguards and conducted red-team testing. The specific action, described in Axios's report on OpenAI and its Preparedness Framework , has not been matched by a public OpenAI statement with the same detail. Still, it fits a wider, publicly documented pattern of heightened safety work around increasingly capable frontier systems. The important development i...

Vibe Coding Reality Check: 41% More Bugs, 2.74x Flaws You ship faster with a model in your editor. You also ship more defects, and the gap is wider than most teams assume: one study put the bug rate increase at 41% after teams adopted AI coding tools, and security flaws turn up roughly 2.74x more often in AI assisted code. That is not an argument for turning the tools off. Around 95% of code reaching production now contains AI assisted content, so the real question stopped being whether y...

dsh-market is shipping a browser-based plugin market for DeepSeek Harness that can browse a catalog, install plugins, check updates, alter load order and export backups from the DSH web interface. The immediate consequence is that adding a DSH plugin no longer has to begin at a terminal or end with manually reconciling configuration files. That is a useful change, but “market” understates what this project is trying to become. Its README describes an operational layer over a local DSH profile...

Your n8n workflow pulls the data, formats the message and posts it to Slack, then stops dead at the visual. The share card still gets made by hand, the certificate waits for someone to export it, and the Monday report goes out as a wall of numbers. You can fix all three with n8n's stock HTTP Request node and an HTML to Image API. No community node, no headless browser to maintain, and it works the same on n8n Cloud and self-hosted. This tutorial builds three workflows: social cards from an RS...

In a world filled with constant distractions, many people find themselves searching for deeper meaning, inner peace, and a stronger connection with who they truly are. Personal growth is not only about achieving external success. It is about understanding yourself, discovering your values, and creating a life that feels authentic and fulfilling. Books that explore these ideas have become valuable companions for readers seeking transformation. Among the many spiritual growth books available ...

OpenAI has updated its Preparedness Framework v2 , setting out a broader governance model for managing frontier AI risks across model development, training, deployment, and post-deployment operations. The framework makes monitoring, security engineering, alignment safeguards, and formal oversight central parts of how OpenAI says it will handle increasingly capable systems. The official Preparedness Framework v2 , last updated April 15, 2025, describes an organization-wide approach rather th...

What is Synchronous? Everything goes sequentially. Example: P1, P2, and P3 are the three processes. Synchronous means P2 will start when P1 starts and finishes its job. P3 will start when P2 starts and finishes its job. It is not required all the time. During retrieval, in the case of hybrid search , first we will do vector search, then text search, and then any work related to semantic caching / context search. The goal here is to give more relevant context to t...

The Quest Begins (The “Why”) I still remember the first time I stared at a binary tree problem and felt my brain short‑circuit. The prompt asked me to compute the sum of all node values. I’d written a neat little for loop for arrays before, but trees? They don’t come in neat rows. My first instinct was to slap a while loop on a stack, push nodes, pop them, and keep a running total. It worked… sort of. The code was a tangled mess of manual bookkeeping, and every time I tweaked the tree sh...

Comments

Comments

Comments

Comments

You write a standard solution, just like on LeetCode, and run it through the CLI. It identifies the problem by ID or title, executes your code against local test cases, and shows the result. It currently supports around 1.4k problems and multiple languages, including Python, C++, Rust, Java, Go, TypeScript, Swift, and others. The project is still an MVP. System design, SQL, and concurrency problems are not supported yet, but support for more problem types is planned. Made in Haskell! Comment...

Hi HN! I’m Barnaby, founder of machine0 ( https://machine0.io ). I’m building a CLI for long horizon agent compute: `machine0 new mybox` gives your agent a persistent cloud VM, billed by the minute, from $0.013/hr up to 60 vCPU / 240 GB RAM and GPUs (H100s, H200s etc), with 99.99% VM level uptime. Agents self drive via CLI or MCP. Demo: https://www.youtube.com/watch?v=gyllkZ0M04E Agent workloads are moving from ephemeral to always-on. A coding agent working on a complex feature runs 6-8 hours....