Hackernoon

New York, NY, United States, September 8th, 2026/CyberNewswire/–Mars Security, the autonomous threat hunting and detection engineering platform founded by offensive security veterans, today announced Real-Time Intel-Based Detection, a capability that turns newly published threat intelligence into validated, ready-to-deploy detection rules within minutes of release. Built by former offensive operators, the new capability converts advisories from … Read more

Hadera, Israel, September 8th, 2026/TechnologyWire/–RavenDB, a NoSQL document database used by more than 12,000 customers, today announced the launch of its new product, Quill, a context layer for SQL databases that makes them ready for production AI agents without migrating the system of record or architecting a custom AI stack. With AI becoming a board-level … Read more

Threat monitoring serves as the vital connective tissue of modern security operations. It ensures that every function from triage to response operates effectively. To meet evolving threat challenges, SOC teams and MSSPs must transition from simple log collection to a proactive, intelligence-driven framework. ANY.RUN’s Threat Intelligence provides the essential solutions to power this transformation across the entire operational cycle. Key Takeaways … Read more

Hey Hackers! Welcome back to 3 Tech Polls, HackerNoon’s Weekly Newsletter that curates Results from our Poll of the Week, and 2 related polls around the web. Thanks for voting and helping us shape these important conversations! Every day, on nearly every website and app you open, a box pops up. You click “I agree.” You move … Read more

Somewhere this quarter, a team spun up a cluster of GPU instances for a training run, left them running over a long weekend because nobody wrote down whose job it was to tear them down, and walked into Monday with a bill that made someone’s stomach drop. That scenario used to be a rounding error. … Read more

Apache disclosed Log4Shell on December 9–10, 2021. As I write this, that’s closing in on five years ago — long enough that it should be ancient history, a war story security teams tell new hires. It isn’t. Talk to anyone who was on call that week and you’ll hear the same detail every time: patching … Read more

TL;DR: Zero-knowledge proofs let you prove a chess move was legal, or that a game ended in checkmate, without revealing the moves themselves. A small cluster of hackathon projects and research efforts — zkautochess, a Mina-based build called ZeroKing, a play-by-email “zkChess” referee, and general-purpose frameworks like ZkNoid — have actually built versions of this. … Read more

Gaze control has always felt like a luxury feature. The good hardware, such as Tobii bars, dedicated IR trackers, costs more than the games you’d play with it, and every tutorial seems to assume you already own one. So I asked the obvious question: how far can I get with the webcam that’s already sitting … Read more

Seven Essays on Ranking, Relevance, and the Future of Discovery Series thesis Every social or entertainment product makes a promise about what deserves a person’s attention. Ranking is where that promise becomes executable. This series argues that relevance is not simply the probability of a click, view, or like. It is a product judgment about … Read more

I am Venezuelan; I live in Zurich, and I work in construction. In 2026, I learned to build apps with Claude. AURADUEL turns aura battles into a measurable sport, with on-device AR, no humiliation, and your body in motion. This is the story of why it exists, and what it took to reach Shipaton. 1. … Read more

One of the most common assumptions in mobile growth is that entering a new product category is mostly a targeting challenge. If you’ve built a working UA function in one vertical, the thinking goes, you should be able to apply the same playbook somewhere else with a different audience. I’ve rarely seen it work that … Read more

The corkboard method, one scene per index card, physically rearranged until the structure holds, is the outlining method most AI filmmakers should default to, because it’s the only one of the three standard options that lets you catch a structural problem before you’ve paid for it in generations. A beat sheet tells you what has … Read more

A platform that runs one study at two sites almost always looks fine. The forms load, the data flows, nobody escalates anything. Add a third site, a fourth country, and a protocol amendment mid-trial, and the same system starts throwing errors nobody scoped for. The real question isn’t whether a clinical research platform will strain … Read more

The days of manually entering data, staring at static reports, and waiting on data scientists to run analyses are behind us. Enterprises now demand applications that combine data and functionality directly in the flow of work, making insights immediately actionable. Enter “Data apps”.Let’s explore what data apps are, why they matter, and how a modular … Read more

Every rule you never delete outlives the reason you added it. TL;DR: Audit your AGENTS.md and skills on a schedule, or you keep paying context rent on rules the model has outgrown. Common Mistake ❌ Every time the AI does something wrong, you add a rule to stop it. You never remove one. Not even … Read more

Hey Hackers, Welcome to another HackerNoon Company of the Week feature. Every week, we highlight a standout company from our Tech Company Database that’s making waves in the global tech ecosystem and the lives of its users. Our database features everything from S&P giants to rising stars in the Startup scene. This week, we’re excited to put a spotlight … Read more

How are you, hacker? 🪐Want to know what’s trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. ## How I Used AI to Trace 12 Generations of My Family Tree By @nfrankel [ 8 Min read ] In a … Read more

What if a private markets firm sent confidential deal information to the wrong person – not because of a software bug or a typo, but because an automated system misinterpreted a shorthand label and matched it to the wrong contact? In institutional finance, errors like this can introduce regulatory exposure, damage relationships, and, in some … Read more

Imagine going to bed one night and waking up the next morning to find that the cryptographic security of every Aadhaar verification, every UPI transaction, and every DigiLocker upload is now potentially breachable by machines that have not been built yet but are on their way. This is the challenge that is being posed to … Read more

What if a trading platform could show not only what you did but how far you have come? Trading platforms have spent years competing on “more”: more charts, more indicators, more tools, more complexity. RISE starts with a different question: what would make the experience feel clearer, more personal, and worth returning to? The answer … Read more

Autonomous vehicles are the future, and they’re not just cars. Boats, trucks, aircraft, and everything is quietly going driverless. As an AI researcher, the corner of that world I care about most is fully autonomous, AI-integrated unmanned systems, including UAVs and UGVs. I’ve spent the last 24 months researching, breaking, and prototyping AI-driven drones. This … Read more

A broken monitoring dashboard is relatively easy to catch. A dashboard showing believable but incorrect numbers is much more dangerous. That is one of the traps with WebRTC’s getStats() API. In my work on real-time communication systems, I have used WebRTC statistics to investigate connection quality, recovery behavior, and production reliability. One recurring problem is … Read more

Welcome to HackerNoon’s Writing Prompts! Would you like to take a stab at answering some of these questions? The link for the template is HERE. 1. What is your company in 2–5 words? AI that writes like you. 2. Why is now the time for your company to exist? Because everyone is using AI to write, and … Read more

There’s a specific kind of pull request happening right now that would have been unthinkable three years ago: a feature branch opens, tests run, a bot writes the implementation, a human clicks “approve,” and the change ships — and the human never typed a line of the diff. Not reviewed and cleaned up. Reviewed and … Read more

Every Automation Worked. The Journey Did Not During a lifecycle audit, I found a system in which nothing appeared to be broken. The abandoned cart emails were triggered correctly. SMS messages were being delivered. Promotional campaigns went out on schedule, and the post-purchase flow started after an order. Yet the customer experience told a different … Read more

Pick your aspect ratio before you generate a single clip, not after you’ve already got footage you like. That one decision, made in the wrong order, is why so much AI-generated video looks soft, cropped, or oddly composed the moment it lands on a phone screen. Cropping a 1920×1080 (16:9) frame down to a 608×1080 … Read more

Part 3 of “The Tokenomics of Web Development” — a controlled comparison of 23 web technologies, 115 idiomatic snippets, one tokenizer. Nobody picks a markup format. It arrives with the framework you already chose, and after that you write it for years without a second thought about what it costs. That was fine while the … Read more

The practical path for DBOS may not be replacing Linux. It may be becoming the durable runtime inside the isolated environments we are already building for AI agents. I have been thinking about Michael Stonebraker’s DBOS idea again because AI agents make an old systems argument feel unexpectedly current. The original DBOS proposal from 2020 … Read more

The most successful piece of digital marketing infrastructure ever created may be a brightly coloured button labelled “Accept All”. It asks no difficult questions. It does not explain what the system will infer about you six months from now. It certainly does not mention that the product may use your hesitation, location, purchases, abandoned searches … Read more

A from-scratch transformer, ~250 lines of Python, and one Unicode lesson that humbled me. GitHub repository link I’ve understood transformers “at a high level” for a while now. Attention, embeddings, the usual diagram with the arrows. But I’d never built one. And there’s a specific kind of knowledge you only get from typing out the … Read more