kamal

Stop Measuring Test Automation by the Bugs It Finds

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A few years ago, I would have measured the success of a test automation suite by one thing: the bugs it found. The logic seemed straightforward. If automation identified defects before they reached production, it was delivering value. If it wasn’t finding bugs, I would start questioning whether those tests were worth maintaining. Over time, … Read more

OpenAI rolls out GPT-5.6 after government greenlight — and announces ‘ChatGPT Work’

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About two weeks after OpenAI’s GPT-5.6 was caught up in regulatory drama – rolled out only to government-approved organizations during a “limited preview” period – the company has received the Trump administration’s greenlight for a public rollout of the model. OpenAI CEO Sam Altman called it “the best model we have ever produced.” To celebrate, … Read more

Microsoft’s patch Tuesdays are about to get bigger

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Windows 11 updates could soon include fixes for more security issues at once. Microsoft said in a blog post on Thursday that it’s now using AI to “identify potential issues earlier,” which means “customers will see a higher volume of security updates included in each security release.” Hackers, even amateurs, have increasingly been using AI … Read more

Beyond Chatbots: How “Agentic AI” Will Revolutionize Tech Marketing in 2026

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Remember early chatbots? Clunky, scripted, and quick to hit a wall the moment you asked something off-script. In 2026, that’s not what “AI” means anymore. Bots used to respond. Now they act, and that shift is rewriting what tech marketing teams can actually do. What is Agentic AI? Here’s the functional difference: a chatbot tells … Read more

Enhancing enterprise inference on Amazon SageMaker HyperPod with data capture, Hugging Face, NVMe, and Route 53 integration

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As enterprises scale their generative AI workloads, the demand for faster, more observable, and more flexible inference infrastructure continues to grow. Amazon SageMaker HyperPod is rising to meet that challenge with a set of new capabilities designed to streamline how organizations deploy and operate large models in production. Teams can now record inputs and outputs … Read more

The HackerNoon Newsletter: The Open Chip Revolution Has Reached the Real World (7/9/2026)

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How are you, hacker? 🪐 What’s happening in tech today, July 9, 2026? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, Donkey Kong Releases in Japan in 1981, Tron Premieres in 1982, First Ever Wimbledon Tournament Began in 1877, and we present you with these top quality stories. From … Read more

Telegram Now Has 1 Billion Users. Telebiz Just Built The First Real Business Layer On Top Of It

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Somewhere between 2020 and today, Telegram stopped being a messaging app. In crypto, in venture, in the remote-first end of the startup world, it became the surface where actual business happens: partnerships pitched, deals negotiated, hires closed, all of it moving in the same 41-minute average session that its billion monthly users spend inside the … Read more

The 2030 Post-Algorithm Reset

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A Thought Exercise on a post-algorithm world as a response to the 2028 Global Intelligence Crisis. The Intelligence Displacement Spiral is real but it’s not the whole story The “2028 Global Intelligence Crisis” report captures my mid-term pessimism uncomfortably well. AI is starting to disrupt incentive structures across the entire economy and once that loop … Read more

Sonos Ace wireless headphones are steeply discounted

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If you’re looking for a discount on a great pair of active noise-canceling headphones for your summer adventures (even if they’re indoors), you’re in luck. The Sonos Ace headphones in black are currently on sale for $279 (usually $399) at a variety of retailers, including Amazon, Best Buy, Walmart, and directly from Sonos. Weirdly, the … Read more