Tech Stories Tech Brief By HackerNoon

Your First Online Race: A Step-by-Step Guide

HackerNoon — Thu, 23 Apr 2026 09:00:32 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/your-first-online-race-a-step-by-step-guide.
Quick quide for first time GT7 users who want to race online with Daily Race A. Tutorial, tips, and racing etiquette as well as what to expect.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #gt7, #gran-turismo, #simracing, #simig, #simulation, #first-time-gt7-users, #daily-race-a, #hackernoon-top-story, and more.

This story was written by: @wickedracing. Learn more about this writer by checking @wickedracing's about page, and for more stories, please visit hackernoon.com.

Quick quide for first time GT7 users who want to race online with Daily Race A. Tutorial, tips, and racing etiquette as well as what to expect.

Why Anthropic’s Claude is the Only AI Workspace You Need in 2026

HackerNoon — Thu, 23 Apr 2026 09:00:29 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/why-anthropics-claude-is-the-only-ai-workspace-you-need-in-2026.
Claude AI is evolving beyond chatbots into a powerful execution engine—combining automation, coding, and workflow integration to redefine how work gets done
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #claude-aianthropic, #anthropic, #ai-workspace, #ai-chatbot, #ai-tools, #ai-operating-system, #claude-features, #claude-co-work, and more.

This story was written by: @trendsetters. Learn more about this writer by checking @trendsetters's about page, and for more stories, please visit hackernoon.com.

Claude AI is rapidly evolving from a chatbot into a full-fledged execution platform. With features like persistent projects, workflow automation, desktop task execution, and custom “skills,” it shifts AI from answering questions to actually completing work. As the industry moves beyond raw intelligence, Claude’s focus on action, integration, and real-world productivity could define the next phase of AI adoption.

THE COMPLETE PROOF OF USEFULNESS SERIES: Using AI to Measure Real World Usefulness

HackerNoon — Wed, 22 Apr 2026 09:00:26 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/the-complete-proof-of-usefulness-series-using-ai-to-measure-real-world-usefulness.
13 Essays on Measuring Real World Impact of Digital Projects:Measuring demonstrable utility instead of vibe-coded beauty, technical sophistication, or pitch dec
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #proof-of-usefulness, #proof-of-usefulness-hackathon, #ai-to-measure-real-world, #real-world-utility, #utility-in-digital-projects, #usefulness-of-digital, #hackernoon-top-story, #real-world-usefulness, and more.

This story was written by: @proofofusefulness. Learn more about this writer by checking @proofofusefulness's about page, and for more stories, please visit hackernoon.com.

13 Essays on Measuring Real World Impact in Digital Projects. Measuring demonstrable utility instead of vibe-coded beauty, technical sophistication, or pitch deck projections.

AI Agents Are Replacing Teamwork And That’s a Bigger Problem Than You Think

HackerNoon — Wed, 22 Apr 2026 09:00:25 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/ai-agents-are-replacing-teamwork-and-thats-a-bigger-problem.
AI agents are accelerating software development—but at what cost? Explore how rising productivity may erode collaboration and alignment in modern teams.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #agentic-workflows, #agile-software-development, #ai-agent, #innovation, #team-collaboration, #llm-productivity, #solopreneur-ai-startup, #ai-driven-product, and more.

This story was written by: @robertmoskal. Learn more about this writer by checking @robertmoskal's about page, and for more stories, please visit hackernoon.com.

AI agents are dramatically increasing software productivity, enabling small teams and individuals to build faster than ever. But this speed comes with a tradeoff: the loss of collaborative “good friction” that drives alignment, better decisions, and stronger products. As artifacts become cheaper to produce, experimentation explodes—yet the discipline to evaluate and refine ideas hasn’t kept pace.

GPT-5.3 Codex vs. Claude Opus 4.6: Which Coding Assistant Should New Developers Choose?

HackerNoon — Tue, 17 Feb 2026 08:01:02 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/gpt-53-codex-vs-claude-opus-46-which-coding-assistant-should-new-developers-choose.
GPT-5.3 Codex and Claude Opus 4.6 go head-to-head across real coding tasks. Here’s what beginner developers need to know before spending $20/month.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #claude-code, #sonet-4.6, #codex-cli, #gpt5.3-codex, #ai-coding-assistants, #claude-code-vs-gpt-codex, #gpt-5.3-codex-cli, #ai-full-stack-app-generation, and more.

This story was written by: @proflead. Learn more about this writer by checking @proflead's about page, and for more stories, please visit hackernoon.com.

This hands-on comparison tests GPT-5.3 Codex and Claude Opus 4.6 across app building, debugging, and architectural review to determine which AI coding assistant better supports beginner developers. Codex prioritizes speed and momentum, while Claude emphasizes structured planning and reasoning. The best choice depends on whether you value rapid execution or deeper engineering clarity.

An Image Engineer's Notes, Part 2: Good Image Quality Starts with "Light"

HackerNoon — Tue, 17 Feb 2026 08:01:00 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/an-image-engineers-notes-part-2-good-image-quality-starts-with-light.
Unlock superior image quality by mastering optics. An engineer's guide to MTF,sharpness, and lens aberrations,revealing their critical impact on ISP performance
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #digital-camera-architecture, #lens-optics-engineering, #image-signal-processor, #mtf-chart-explained, #chromatic-aberration, #lens-distortion, #machine-vision-optics, #lens-shading-correction, and more.

This story was written by: @yogurt67. Learn more about this writer by checking @yogurt67's about page, and for more stories, please visit hackernoon.com.

Optical system is the first gatekeeper of image quality, yet it is also the most easily overlooked bottleneck. Even the most advanced algorithms are like building a skyscraper on quicksand—inefficient and yielding subpar results.

HackerNoon Projects of the Week: Agent Observatory, Formonger, and Olio AI

HackerNoon — Sat, 14 Feb 2026 08:00:41 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/hackernoon-projects-of-the-week-agent-observatory-formonger-and-olio-ai.
This week's HackerNoon projects of the week are Agent Observatory, Formonger, and Olio AI.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #proof-of-usefulness-hackathon, #proof-of-usefulness, #projects, #agent-observatory, #olio-ai, #formonger, #business-tools, #ai-tools, and more.

This story was written by: @proofofusefulness. Learn more about this writer by checking @proofofusefulness's about page, and for more stories, please visit hackernoon.com.

HackerNoon Projects of the Week are projects that have proven their necessity and usefulness. This week's projects are from the Proof of Usefulness Hackathon. The competition is designed to measure what actually matters: real utility.

Authorization Belongs Inside the Agent Loop (Not at the Edge)

HackerNoon — Sat, 14 Feb 2026 08:00:39 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/authorization-belongs-inside-the-agent-loop-not-at-the-edge.
See how continuous, context-aware policy decisions can constrain autonomous tool use—without embedding brittle authorization logic inside the agent.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #openclaw, #authorization, #cedar, #agentic-ai-authorization, #runtime-policy-enforcement, #continuous-authorization, #agent-control-loop, #delegation-of-authority, and more.

This story was written by: @windley. Learn more about this writer by checking @windley's about page, and for more stories, please visit hackernoon.com.

See how continuous, context-aware policy decisions can constrain autonomous tool use—without embedding brittle authorization logic inside the agent.

How Buck Reached 10% Yield Without Compromising Stability in DeFi's Rate Wars

HackerNoon — Fri, 13 Feb 2026 08:00:36 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/how-buck-reached-10percent-yield-without-compromising-stability-in-defis-rate-wars.
Buck increases yield to 10% and removes manual claim requirements, introducing automatic rewards in bid to lead emerging SavingsCoin category.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #buck, #buck-news, #cryptocurrency, #defi, #strc, #good-company, #web3, #blockchain, and more.

This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

Buck Labs announced on February 12 that it would increase yields from 7% to 10% and transition from manual reward claims to automatic distribution. The changes apply to the existing token infrastructure, not a separate asset, and represent the company's attempt to carve out territory in what CEO Travis VanderZanden describes as the "SavingsCoin category"

Poll Shows Technologists Are Reluctant to Add ChatGPT to Growing Subscription Burden

HackerNoon — Thu, 12 Feb 2026 08:00:53 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/poll-shows-technologists-are-reluctant-to-add-chatgpt-to-growing-subscription-burden.
Technologists resist $20–$30 ChatGPT pricing as prediction markets bet on AI leadership shifts and possible OpenAI price hikes.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #3-tech-polls, #hackernoon-polls, #ads-on-chatgpt, #ai-subscription-costs, #openai-price-increase, #polymarket-ai-model-rankings, #developer-sentiment-on-ai, #ai-adoption, and more.

This story was written by: @3techpolls. Learn more about this writer by checking @3techpolls's about page, and for more stories, please visit hackernoon.com.

A HackerNoon poll shows most technologists won’t pay $20–$30 per month for ad-free ChatGPT, signaling value sensitivity as prediction markets simultaneously bet on OpenAI price hikes and rival AI model dominance. Together, the signals suggest ChatGPT is seen as useful — but not yet indispensable infrastructure.

Why Employers Are Reconsidering ICHRA and What benefitbay® Is Seeing on the Ground

HackerNoon — Thu, 12 Feb 2026 08:00:51 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/why-employers-are-reconsidering-ichra-and-what-benefitbayr-is-seeing-on-the-ground.
As health costs rise, employers are rethinking group plans. benefitbay® explains why ICHRA adoption is driven by control, not policy hype.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #ichra-adoption-trends, #benefitbay-employer-insights, #ichra-vs-group-health-plans, #ichra-employer-strategy, #off-exchange-employer-coverage, #employers-volatility-renewal, #ichra-implementation, #health-contribution-benefits, and more.

This story was written by: @lightyearstrategies. Learn more about this writer by checking @lightyearstrategies's about page, and for more stories, please visit hackernoon.com.

Employers are revisiting ICHRA not because it’s trendy, but because traditional group health plans are becoming harder to predict and manage. benefitbay® reports growing interest from both small and large employers seeking cost control, flexibility, and transparency. Success hinges on thoughtful design, education, and strong broker support—not shifting risk to employees.

How to Download and Use Google’s Search App on Windows 11

HackerNoon — Wed, 11 Feb 2026 08:00:37 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-download-and-use-googles-search-app-on-windows-11.
Google is testing a new Windows 11 desktop app that brings Search, AI answers, Lens, and Translate into a floating search experience.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #windows-11-updates, #google-app, #google-app-for-windows, #google-search-desktop-app, #google-search-labs, #google-lens-on-windows, #google-ai-search-features, #google-translate-desktop, and more.

This story was written by: @vigneshwaran. Learn more about this writer by checking @vigneshwaran's about page, and for more stories, please visit hackernoon.com.

Google is experimenting with a Windows 11 desktop app that offers a floating, spotlight-style search bar with AI-enhanced results, Google Lens, image search, and translation features.

Is Society Just a Really Complicated Brain?

HackerNoon — Wed, 11 Feb 2026 08:00:34 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/is-society-just-a-really-complicated-brain.
Can any system with sufficient complexity have "thoughts?" Is our society any different?
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #society-as-a-system, #cognitive-science, #neural-networks, #human-cognition, #philosophy-of-mind, #social-systems-theory, #distributed-intelligence, #hackernoon-top-story, and more.

This story was written by: @OurAI. Learn more about this writer by checking @OurAI's about page, and for more stories, please visit hackernoon.com.

This essay explores intelligence as an emergent property, arguing that just as consciousness arises from neural networks, human society itself functions like a distributed brain—powerful, uncontrollable, and self-preserving.

Shoppinlyst Earns a 35 Proof of Usefulness Score by Building an Advanced Grocery List System

HackerNoon — Tue, 10 Feb 2026 08:00:59 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/shoppinlyst-earns-a-35-proof-of-usefulness-score-by-building-an-advanced-grocery-list-system.
Shoppinlyst, a mobile-first iOS grocery app, earned a 35 Proof of Usefulness score for combining smart lists with local store discovery.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #proof-of-usefulness-hackathon, #hackernoon-hackathon, #software-development, #shoppinlyst, #smart-grocery-lists, #consumer-utility-apps, #consumer-mobile-apps, #digital-grocery-lists, and more.

This story was written by: @mateo_87. Learn more about this writer by checking @mateo_87's about page, and for more stories, please visit hackernoon.com.

Shoppinlyst is a native iOS grocery app that merges smart list-building with local store discovery and has earned a 35 Proof of Usefulness score for its practical, everyday utility.

Solving Crypto's $1 Trillion Problem: Inside Ramp Network's Fiat-to-Crypto Infrastructure

HackerNoon — Tue, 10 Feb 2026 08:00:57 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/solving-cryptos-$1-trillion-problem-inside-ramp-networks-fiat-to-crypto-infrastructure.
Ramp Network CEO Przemek Kowalczyk shares eight years of lessons building global fiat-to-crypto infrastructure, compliance-first onboarding, and Web3 rails.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #ramp-network, #ramp-network-news, #cryptocurrency, #payment-rails, #fiat-to-crypto, #blockchain, #good-company, #interview, and more.

This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

Przemek Kowalczyk is the co-founder and CEO of Ramp Network. Ramp Network is building the financial pipes that connect 150+ countries to the crypto economy. The simple act of converting fiat to crypto and back continues to create friction.

NoteOCR Earns a 36 Proof of Usefulness Score by Building Handwritten Note Digitization Tools

HackerNoon — Mon, 09 Feb 2026 08:00:27 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/noteocr-earns-a-36-proof-of-usefulness-score-by-building-handwritten-note-digitization-tools.
NoteOCR converts handwritten notes into editable files and earned a 36 Proof of Usefulness score for saving users hours of manual typing.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #proof-of-usefulness-hackathon, #hackernoon-hackathon, #software-development, #noteocr, #ocr-software, #handwritten-notes-to-text, #digital-note-taking, #note-digitization-tool, and more.

This story was written by: @zerondone. Learn more about this writer by checking @zerondone's about page, and for more stories, please visit hackernoon.com.

NoteOCR is an OCR-powered tool that turns handwritten notes and scanned documents into editable files, earning a 36 Proof of Usefulness score for its real-world productivity impact.

Here's How Students Can Investigate Their School Districts

HackerNoon — Mon, 09 Feb 2026 08:00:24 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/heres-how-students-can-investigate-their-school-districts.
Using a search engine like Google, search for public records request, your school district’s name, and your state
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #investigative-journalism, #investigative-techniques, #journalism, #local-journalism, #public-info-requests, #education-journalism, #the-markup, #public-records-request, and more.

This story was written by: @TheMarkup. Learn more about this writer by checking @TheMarkup's about page, and for more stories, please visit hackernoon.com.

Students across the country say web filters are making it harder for them to do their homework. Schools are also censoring info about sexual and reproductive health and preventing LGBTQ+ students from accessing suicide prevention resources.

Here's Why the Godot Foundation Has No Plans for Console Ports

HackerNoon — Sun, 08 Feb 2026 08:00:34 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/heres-why-the-godot-foundation-has-no-plans-for-console-ports.
Nonetheless, here we attempt to describe the current blockers to the best of our ability, and detail what that means for you as developers looking to port
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #godot-engine, #godot, #godot-console-ports, #game-development, #godot-foundation, #game-development-on-consoles, #console-development, #hackernoon-top-story, and more.

This story was written by: @Godot Engine. Learn more about this writer by checking @Godot Engine's about page, and for more stories, please visit hackernoon.com.

The Godot Foundation does not have active plans to work on console platform ports. This may change in the future, especially if it becomes possible to share console ports that are truly Free and Open Source (i.e. not locked behind any NDAs or paywalls) There are two types of console ports: approved middleware and custom ports.

Cell Service Is Escaping Earth

HackerNoon — Thu, 05 Feb 2026 08:00:38 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/cell-service-is-escaping-earth.
Direct-to-device satellite connectivity is turning LEO spacecraft into cell towers.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #satellite-internet, #starlink, #futurism, #satellites, #internet, #direct-to-device-satellite, #leo-satellite-connectivity, #hackernoon-top-story, and more.

This story was written by: @zbruceli. Learn more about this writer by checking @zbruceli's about page, and for more stories, please visit hackernoon.com.

Direct-to-device satellite connectivity is turning LEO spacecraft into cell towers.

LLMjacking is a Costly New Threat to Self-Hosted AI Infrastructure

HackerNoon — Thu, 05 Feb 2026 08:00:36 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/llmjacking-emerges-as-a-costly-new-threat-to-self-hosted-ai-infrastructure.
LLMjacking is the hijacking of self-hosted AI models for profit. Learn how attackers exploit LLMs—and how to secure your infrastructure today.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #llmjacking, #self-hosted-llm-security, #ai-infrastructure-security, #ollama-security, #mcp-security, #ai-compute-hijacking, #reverse-proxy-llm, #hackernoon-top-story, and more.

This story was written by: @vgudur. Learn more about this writer by checking @vgudur's about page, and for more stories, please visit hackernoon.com.

LLMjacking is the illegal hijacking of self-hosted LLM infrastructure for bad purposes. This article goes into great detail about how it works and what weaknesses it takes advantage of. It also explains the code-level solutions you can use right now to protect your LLMs.

Why Sales IT Data Analysts Are Becoming Critical to Hospitality Revenue in 2026

HackerNoon — Wed, 04 Feb 2026 08:01:07 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/why-sales-it-data-analysts-are-becoming-critical-to-hospitality-revenue-in-2026.
Sales IT Data Analysts are reshaping hospitality in 2026 by blending sales strategy, IT systems, and analytics to boost revenue and personalization.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #data-analytics-in-hospitality, #hospitality-revenue-management, #sales-it-data-analyst, #hospitality-technology, #ai-in-hospitality, #revpar-analytics, #pms-crm-integration, #hospitality-it-systems, and more.

This story was written by: @yashikas. Learn more about this writer by checking @yashikas's about page, and for more stories, please visit hackernoon.com.

Sales IT Data Analysts are emerging as a critical hospitality role, combining sales insight, IT integration, and analytics to drive personalized experiences and measurable revenue growth.

Ignacio Brasca on Building Systems That Last

HackerNoon — Wed, 04 Feb 2026 08:01:05 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/ignacio-brasca-on-building-systems-that-last.
Staff engineer Ignacio Brasca explains why systems fail, how determinism beats over-engineering, and what it takes to build software that lasts.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #software-systems-longevity, #deterministic-system-design, #cicd-guardrails-engineering, #building-scalable-data-systems, #staff-software-engineer, #over-engineering-and-flexibility, #developer-experience-and-tooling, #good-company, and more.

This story was written by: @jonstojanjournalist. Learn more about this writer by checking @jonstojanjournalist's about page, and for more stories, please visit hackernoon.com.

Staff software engineer Ignacio Brasca shares how durable systems are built by embracing determinism, resisting over-engineering, and designing for change. He argues that maintainability, clarity under failure, and strong developer tooling—not clever abstractions—determine whether software survives growth. Lasting systems reflect both technical discipline and organizational values.

Writing About the Environment in a World Addicted to Speed and Tech

HackerNoon — Tue, 03 Feb 2026 08:00:43 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/writing-about-the-environment-in-a-world-addicted-to-speed-and-tech.
A reflective take on writing about the environment in a fast, tech-driven world, and why slowing down still matters in the age of speed.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #technology, #future, #sustainability, #writing, #environmental-impact, #environment-tech, #environment-and-technology, #tech-driven-world, and more.

This story was written by: @swagatwrites. Learn more about this writer by checking @swagatwrites's about page, and for more stories, please visit hackernoon.com.

Writing about the environment in a fast, tech-driven world is challenging but necessary. Thoughtful writing helps slow down attention and spark reflection.

How to Find and Use Restore Points in Windows 11

HackerNoon — Tue, 03 Feb 2026 08:00:38 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-find-and-use-restore-points-in-windows-11.
Learn how to create, find, and use restore points in Windows 11 to fix update or driver issues, plus what to do when System Restore fails.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #windows-11-updates, #system-restore, #data-recovery, #windows-pc-data-recovery, #windows-restore-point, #windows-troubleshooting, #windows-update-issues, #windows-boot-problems, and more.

This story was written by: @johnjacobb. Learn more about this writer by checking @johnjacobb's about page, and for more stories, please visit hackernoon.com.

restore points are the snapshots of Windows’ system files, drivers and registry settings. They don’t touch your personal files but they let you rewind the system configuration to a moment that worked. Windows will automatically create restore points at some “significant” events (like certain updates or major. installs), but it’s not a predictable schedule.

What Is Volume Shadow Copy and Why Does Windows 11 Depend on It?

HackerNoon — Mon, 02 Feb 2026 08:00:47 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/what-is-volume-shadow-copy-and-why-does-windows-11-depend-on-it.
A practical guide to Volume Shadow Copy and VSS on Windows 11, explaining snapshots, copy-on-write behavior, and essential admin commands.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #windows-11, #volume-shadow-copy, #vss-windows-11, #windows-11-system-restore, #vssadmin-commands, #windows-backup-snapshots, #shadow-storage-windows, #windows-recovery-tools, and more.

This story was written by: @vigneshwaran. Learn more about this writer by checking @vigneshwaran's about page, and for more stories, please visit hackernoon.com.

This article explains how Volume Shadow Copy and the Volume Shadow Copy Service work in Windows 11, covering snapshot behavior, copy-on-write storage, dependent services, and key administrative commands for managing system recovery.

Check Out What We've Been Into Recently

HackerNoon — Sun, 01 Feb 2026 08:00:23 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/check-out-what-weve-been-into-recently.
Below you’ll find an eclectic mix of the things that we read, play, listen to, and otherwise feed our brains with when we’re not heads down doing the journalism
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #book-recommendations, #video-game-recommendations, #utopia, #who-trolled-amber, #means-of-control, #balatro, #the-anxious-generation, #the-markup, and more.

This story was written by: @TheMarkup. Learn more about this writer by checking @TheMarkup's about page, and for more stories, please visit hackernoon.com.

This week, we round up the best things we’ve been reading, watching and listening to in the newsroom. From a deep dive into the role that bots played in the Johnny Depp v. Amber Heard trials to a look at the ways spammers skirt content moderation, there's plenty to keep you entertained.

Agent Observatory Earns a 56 Proof of Usefulness Score by Making AI Agents Observable Without Risk

HackerNoon — Sat, 31 Jan 2026 08:00:52 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/agent-observatory-earns-a-56-proof-of-usefulness-score-by-making-ai-agents-observable-without-risk.
Agent Observatory is a fail-open observability library with a 56 Proof of Usefulness score, designed for AI agents and real-time streaming workflows.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #proof-of-usefulness-hackathon, #software-engineering, #hackernoon-hackathon, #observability, #production-ai-systems, #machine-learning, #open-source-ai-tooling, #real-time-streaming-systems, and more.

This story was written by: @darshankparmar. Learn more about this writer by checking @darshankparmar's about page, and for more stories, please visit hackernoon.com.

Agent Observatory is a lightweight, fail-open observability library that helps teams trace and debug AI agents in production without introducing new failure points or platform lock-in.

Flare's $252 Million Token Program Concludes as Network Enters Real Utility Era

HackerNoon — Fri, 30 Jan 2026 08:00:35 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/flares-$252-million-token-program-concludes-as-network-enters-real-utility-era.
Flare's $2B FlareDrop program concludes after 36 months of free token distributions. Can the blockchain survive without monthly airdrops? What happens next.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #flare, #flare-news, #flare-announcement, #defi, #cryptocurrency, #blockchain, #good-company, #web3, and more.

This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

Flare Network's 36-month FlareDrop program will end on January 30, 2026. The distribution mechanism allocated roughly 24 billion FLR tokens to network participants. New FLR issuance is capped at a maximum of 5 billion tokens annually.

AI Exposes the Fragility of "Good Enough" Data Operations

HackerNoon — Fri, 30 Jan 2026 08:00:32 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/ai-exposes-the-fragility-of-good-enough-data-operations.
AI exposes fragile data operations. Why “good enough” pipelines fail at machine speed—and how DataOps enables AI-ready data trust.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #ai-data-operations-readiness, #dataops-for-ai-production, #ai-pipeline-observability, #operational-data-trust, #ai-model-retraining-failures, #governed-data-pipelines, #ai-ready-data-infrastructure, #good-company, and more.

This story was written by: @dataops. Learn more about this writer by checking @dataops's about page, and for more stories, please visit hackernoon.com.

AI doesn’t tolerate the loose, manual data operations that analytics once allowed. As models consume data continuously, small inconsistencies become production failures. Most AI breakdowns aren’t model problems—they’re operational ones. To succeed, organizations must treat data trust as a discipline, using DataOps to enforce observability, governance, and repeatability at AI speed.

The Agentic AI Maturity Gap: Combining Orchestration, Observability, and Auditability

HackerNoon — Thu, 29 Jan 2026 08:00:43 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/the-agentic-ai-maturity-gap-combining-orchestration-observability-and-auditability.
From scattered AI pilots to strategic systems: why orchestration, observability, and auditability are the new competitive edge for enterprise AI adoption.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #ai-strategy, #ai-agents, #enterprise-ai, #leadership, #agentic-ai-maturity-gap, #governance, #decision-velocity, #hackernoon-top-story, and more.

This story was written by: @hacker68060072. Learn more about this writer by checking @hacker68060072's about page, and for more stories, please visit hackernoon.com.

Nearly 90% of companies report using AI in at least one business function. But most still struggle to scale pilots or demonstrate clear ROI.

Study Finds Simpler Training Improves Reasoning in Diffusion Language Models

HackerNoon — Thu, 29 Jan 2026 08:00:41 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/study-finds-simpler-training-improves-reasoning-in-diffusion-language-models.
New research shows that restricting diffusion language models to standard generation order can significantly improve reasoning performance.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #diffusion-language-models, #justgrpo, #ai-reasoning, #autoregressive-generation, #ai-model-training-methods, #ai-model-flexibility, #language-model-optimization, #ai-reasoning-benchmarks, and more.

This story was written by: @aimodels44. Learn more about this writer by checking @aimodels44's about page, and for more stories, please visit hackernoon.com.

A new study finds that diffusion language models reason better when constrained to standard left-to-right generation. By avoiding arbitrary flexibility and using a simple training method called JustGRPO, researchers show that fewer options can expand reasoning capability rather than limit it.

How Akshatha Madapura Anantharamu Is Building Trustworthy Interfaces for AI Systems

HackerNoon — Tue, 27 Jan 2026 08:00:32 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/how-akshatha-madapura-anantharamu-is-building-trustworthy-interfaces-for-ai-systems.
How Akshatha Madapura Anantharamu builds transparent, high-performance frontend systems that make AI trustworthy and usable at scale.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #ml-frontend-engineering, #trustworthy-ai-interfaces, #explainable-ai-user-interfaces, #ai-transparency-design-systems, #ethical-ai-ux-engineering, #scalable-ai-infrastructure, #frontend-observability-ai, #good-company, and more.

This story was written by: @sanya_kapoor. Learn more about this writer by checking @sanya_kapoor's about page, and for more stories, please visit hackernoon.com.

Akshatha Madapura Anantharamu shares how frontend engineering shapes trust in AI systems. From explainable interfaces and performance optimization to observability and reusable design systems, she explains how transparency, reliability, and ethical architecture turn complex ML platforms into products users understand and rely on.

I Built a Causal AI Model to Find What Actually Causes Stock Drawdowns

HackerNoon — Mon, 26 Jan 2026 08:00:35 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/i-built-a-causal-ai-model-to-find-what-actually-causes-stock-drawdowns.
Do valuations cause crashes? Use Causal AI & EODHD data to prove how profitability and beta drive downside risk during market shocks. Move beyond correlation.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #causal-ai, #stock-drawdowns, #causal-inference, #stock-drawdown-modelling, #inverse-probability-weighting, #causal-ai-for-markets, #counterfactual-risk-analysis, #maximum-drawdown-modeling, and more.

This story was written by: @nikhiladithyan. Learn more about this writer by checking @nikhiladithyan's about page, and for more stories, please visit hackernoon.com.

The EODHD causal AI framework analyzes how valuation, volatility, and profitability affect a stock’s downside. The data comes from ten years of S&P 500 stocks, which is more than enough to see how company characteristics shape real risk, not just statistical noise.

How to Run Claude Code With Local Models Using Ollama

HackerNoon — Mon, 26 Jan 2026 08:00:33 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-run-claude-code-with-local-models-using-ollama.
Learn how to run Claude Code with local models using Ollama, enabling offline, privacy-first agentic coding on your own machine.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #claude-code, #ollama, #ollama-tutorial, #claude-code-news, #local-llms, #agentic-coding, #anthropic-messages-api, #offline-ai-development, and more.

This story was written by: @proflead. Learn more about this writer by checking @proflead's about page, and for more stories, please visit hackernoon.com.

Claude Code is Anthropic’s agentic coding tool. It can read and modify files, run tests, fix bugs, and even handle merge conflicts across your entire code base. It uses large language models to act as a pair of autonomous hands in your terminal. To use Claude Code with local models, you need **Ollama v0.14.0 or later.

Meet the Writer: Nan Ei Ei Kyaw on Choosing the Right Vector DB

HackerNoon — Sun, 25 Jan 2026 08:00:47 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/meet-the-writer-nan-ei-ei-kyaw-on-choosing-the-right-vector-db.
Meet Nan Ei Ei, an AI and embedded systems engineer, on writing practical guides, building RAG chatbots, and making complex systems accessible.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #rag-systems, #vector-database, #vector-embedding, #rag-chatbot-architecture, #weaviate-rag-tutorial, #meet-the-writer, #hackernoon-contributors, #ai-systems-development, and more.

This story was written by: @nee2112. Learn more about this writer by checking @nee2112's about page, and for more stories, please visit hackernoon.com.

Nan Ei Ei shares her journey from embedded systems to AI engineering, her approach to writing practical developer guides, and how real-world constraints shape production-ready RAG systems.

A Class for Mom: AI in Your Everyday Life

HackerNoon — Sun, 25 Jan 2026 08:00:45 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/a-class-for-mom-ai-in-your-everyday-life.
This is a free online class for seniors to help them learn about AI.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #senior-wisdom, #education, #online-education, #artificial-intelligence, #ai, and more.

This story was written by: @turbulence. Learn more about this writer by checking @turbulence's about page, and for more stories, please visit hackernoon.com.

This is a free online class for seniors to help them learn about AI.

From Written Off to Tech Lead: How Gowtham Reddy Kunduru Built Engineering Leadership

HackerNoon — Fri, 23 Jan 2026 08:01:01 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/from-written-off-to-tech-lead-how-gowtham-reddy-kunduru-built-engineering-leadership.
How Gowtham Reddy Kunduru overcame early setbacks to become a lead engineer driving healthcare, fintech, and cloud innovation.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #healthcare-data-engineering, #gowtham-reddy-kunduru, #engineering-leadership-story, #fintech-tech-lead-career, #microservices-bank-systems, #kerberized-cloud-security, #nlp-ocr-healthcare-systems, #good-company, and more.

This story was written by: @jonstojanjournalist. Learn more about this writer by checking @jonstojanjournalist's about page, and for more stories, please visit hackernoon.com.

Gowtham Reddy Kunduru’s career is a story of resilience and reinvention. Once written off in college, he rebuilt himself through discipline and software engineering. From startup success to leading healthcare NLP systems processing 158M records, and fintech platforms serving 2.5M users, his journey shows how perseverance turns setbacks into engineering leadership.

Prompt Rate Limits & Batching: How to Stop Your LLM API From Melting Down

HackerNoon — Thu, 22 Jan 2026 08:00:50 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/prompt-rate-limits-and-batching-how-to-stop-your-llm-api-from-melting-down.
LLM APIs have real speed limits. Learn how tokens, rate limits, and batching affect scale—and how to avoid costly 429 errors in production.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #llm-rate-limits, #prompt-engineering, #batching-llm-requests, #api-throttling, #llm-scaling-strategies, #token-per-minute-limits, #handling-http-429-errors, #llm-production-architecture, and more.

This story was written by: @superorange0707. Learn more about this writer by checking @superorange0707's about page, and for more stories, please visit hackernoon.com.

LLM rate limits are unavoidable, but most failures come from poor prompt design, bursty traffic, and naive request patterns. This guide explains how to reduce token usage, pace requests, batch safely, and build LLM systems that scale without constant 429 errors.

LaTeX Isn’t Just for Academics—It’s a Power Tool for Novelists

HackerNoon — Thu, 22 Jan 2026 08:00:47 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/latex-isnt-just-for-academicsits-a-power-tool-for-novelists.
LaTeX isn't just for academia. Use custom commands to keep names, POV voices, and styled elements consistent across your manuscript, then reformat in seconds.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #latex, #creative-writing, #writing-tools, #productivity, #typesetting, #systems-for-storytellers, #html, #markdown-syntax, and more.

This story was written by: @burvestorylab. Learn more about this writer by checking @burvestorylab's about page, and for more stories, please visit hackernoon.com.

LaTeX isn't just for academia. Use custom commands to keep names, POV voices, and styled elements consistent across your manuscript, then reformat in seconds.

The Tech Community's Efforts to Dethrone OpenAI

HackerNoon — Wed, 21 Jan 2026 08:00:37 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/the-tech-communitys-efforts-to-dethrone-openai.
OpenAI is starting to raise some ethical concerns, and now the tech community wants to fight back. Here is a quick summary.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #opneai, #open-source, #artificial-intelligence, #tech, #startups, #privacy, #good-company, #hackernoon-top-story, and more.

This story was written by: @TheLoneroFoundation. Learn more about this writer by checking @TheLoneroFoundation's about page, and for more stories, please visit hackernoon.com.

OpenAI has made tech waves in the recent years with the remanent of LLMs as search engine reindexing algorithms. The biggest issue, however, is that OpenAI is extremely centralized and has a business model that is based off of incentivizing data harvesting. This led me to build AI systems based on open peering that aims to democratize LLMs and AI applications.

Yuri Misnik, CTO at InDrive, on Architecting an AI-First Super App

HackerNoon — Wed, 21 Jan 2026 08:00:34 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/yuri-misnik-cto-at-indrive-on-architecting-an-ai-first-super-app.
Meet Yuri Misnik, Chief Technology Officer at inDrive.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #hackernoon-interviews, #superapps, #ai-first-super-app, #indrive, #leadership-interviews, #hackernoon-top-story, #ai-transformation, #good-company, and more.

This story was written by: @newsbyte. Learn more about this writer by checking @newsbyte's about page, and for more stories, please visit hackernoon.com.

We’re excited to welcome Yuri Misnik, Chief Technology Officer at inDrive, for a conversation on scaling technology, AI innovation, and building a lean and strong engineering organization. Yuri brings decades of global leadership experience across major technology and financial services organizations, having held senior roles at companies including Microsoft and AWS. At inDrive, Yuri oversees the company’s engineering, AI, and data teams as the platform evolves from a leading ride-hailing service into a full-featured super app. In this interview, we explore what energizes him about this transformational stage at inDrive, how technology is influencing the company’s trajectory, and the leadership principles that guide his approach to lean yet impactful engineering.

Trading Logic Meets Agriculture: Building Smarter Food Systems with AI

HackerNoon — Tue, 20 Jan 2026 08:00:43 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/trading-logic-meets-agriculture-building-smarter-food-systems-with-ai.
Kranthi Kumar Gajji explains how AI, cloud systems, and trading logic can reduce waste, improve sustainability, and optimize agriculture.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #agri-tech-innovation, #cloud-computing, #ai-in-agriculture, #precision-farming, #sustainable-food-systems, #iot-and-edge-ai, #data-driven-agriculture, #good-company, and more.

This story was written by: @jonstojanjournalist. Learn more about this writer by checking @jonstojanjournalist's about page, and for more stories, please visit hackernoon.com.

Kranthi Kumar Gajji explores how trading and e-commerce logic can be applied to agriculture to reduce waste and inefficiency. By combining AI, cloud systems, and real-time data, he shows how farms can convert latency into opportunity, balance speed with seasonal learning, and build resilient, decentralized food systems optimized for long-term sustainability.

Claude Code Launches Teleport Workflow: Start Anywhere, Continue Everywhere

HackerNoon — Tue, 20 Jan 2026 08:00:41 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/claude-code-launches-teleport-workflow-start-anywhere-continue-everywhere.

Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #claude-code, #claude-code-workflow, #claude-code-teleport-workflow, #cross-device-coding, #async-programming, #claude-session-teleportation, #github-integration, #hackernoon-top-story, and more.

This story was written by: @proflead. Learn more about this writer by checking @proflead's about page, and for more stories, please visit hackernoon.com.

Claude Code allows you to move an entire conversation, including context, history, and the working branch, between the web and your local terminal. To use it, you need to connect your local environment to Claude's cloud.

A Deep Dive Into SeaTunnel Metadata Caching

HackerNoon — Mon, 19 Jan 2026 08:00:30 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/a-deep-dive-into-seatunnel-metadata-caching.
How does SeaTunnel Zeta handle 10k+ tasks?
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #apache-seatunnel, #data-science, #big-data, #open-source, #apache-spark, #apache-flink, #metadata-caching, #caching-tutorial, and more.

This story was written by: @williamguo. Learn more about this writer by checking @williamguo's about page, and for more stories, please visit hackernoon.com.

The answer is smart classloader reuse, distributed IMap checkpoints, and Catalog caching for massive scaling.

How to Use EKS Pod Identity to Isolate Tenant Data in S3 With a Shared IAM Role

HackerNoon — Mon, 19 Jan 2026 08:00:28 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-use-eks-pod-identity-to-isolate-tenant-data-in-s3-with-a-shared-iam-role.
Learn how to use EKS Pod Identity principal tags to isolate each tenant’s S3 access with a single shared IAM role.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #eks, #kubernetes, #iam, #eks-pod-identity, #irsa, #devops, #aws, #s3, and more.

This story was written by: @pjajoo. Learn more about this writer by checking @pjajoo's about page, and for more stories, please visit hackernoon.com.

Learn how to use EKS Pod Identity principal tags to isolate each tenant’s S3 access with a single shared IAM role.

SeaTunnel CDC Explained: A Layman’s Guide

HackerNoon — Sun, 18 Jan 2026 08:00:36 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/seatunnel-cdc-explained-a-laymans-guide.
The core design philosophy of SeaTunnel CDC is to find the perfect balance between "Fast" (parallel snapshots) and "Stable" (data consistency).
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #apache-seatunnel, #open-source, #big, #seatunnel-cdc, #data-science, #seatunnel-cdc-explained, #what-is-seatunnel-cdc, #hackernoon-top-story, and more.

This story was written by: @williamguo. Learn more about this writer by checking @williamguo's about page, and for more stories, please visit hackernoon.com.

Explore how Snapshot, Backfill, and Incremental stages use Watermark Alignment to deliver high-speed, Exactly-Once data integrity.

How AI Is Being Used For Border Surveillance

HackerNoon — Sun, 18 Jan 2026 08:00:34 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/how-ai-is-being-used-for-border-surveillance.
U.S. Customs and Border Protection is trying to build AI-powered border surveillance systems that automate the process of scanning people trying to cross.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #technology, #us-border-tech, #us-mexico-border, #ai-in-law-enforcement, #border-patrol, #the-markup, #us-customs-and-border, #ai-surveillance-system, and more.

This story was written by: @TheMarkup. Learn more about this writer by checking @TheMarkup's about page, and for more stories, please visit hackernoon.com.

U.S. Customs and Border Protection is trying to build AI-powered border surveillance systems. The goal is to automate the process of scanning people trying to cross into the U.S., an effort that experts say could push migrants to take more perilous routes. The Markup is the first to report on the details of CBP's plans.

How Automation Makes DataOps Work in Real Enterprise Environments

HackerNoon — Fri, 16 Jan 2026 08:00:33 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/how-automation-makes-dataops-work-in-real-enterprise-environments.
DataOps provides the blueprint, but automation makes it scalable. Learn how enforced CI/CD, observability, and governance turn theory into reality.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #dataops-automation, #operational-dataops, #data-product-delivery, #runtime-data-controls, #scalable-data-operations, #data-pipeline-governance, #automated-data-cicd, #good-company, and more.

This story was written by: @dataops. Learn more about this writer by checking @dataops's about page, and for more stories, please visit hackernoon.com.

DataOps promises disciplined, reliable data delivery, but many teams struggle when its principles rely on manual effort. This article explains why DataOps breaks down in practice and how automation turns standards, testing, observability, and governance into enforceable system behaviors. Automation shifts DataOps from philosophy to an operational reality that scales.

How World Liberty Financial's USD1 Is Rewriting Settlement Standards in Prediction Markets

HackerNoon — Thu, 15 Jan 2026 08:00:38 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/how-world-liberty-financials-usd1-is-rewriting-settlement-standards-in-prediction-markets.
Myriad became the first prediction market to use only World Liberty Financial's USD1 stablecoin, pooling all betting infrastructure in Trump-backed currency. Th
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #world-liberty-financial, #myraid-news, #cryptocurrency, #defi, #bnb, #trump, #technology, #startup, and more.

This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

Myriad became the first prediction market to use only World Liberty Financial's USD1 stablecoin, pooling all betting infrastructure in Trump-backed currency. The platform launches automated Candles markets on BNB Chain with plans to move all prediction markets to USD1-only during Q1, removing currency options to concentrate liquidity. The integration tests whether political connections affect adoption in forecasting while getting USD1 into prediction market infrastructure.

TranGPT Review: AI-Powered Multilingual Communication for Global Sales Teams

HackerNoon — Thu, 15 Jan 2026 08:00:36 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/trangpt-review-ai-powered-multilingual-communication-for-global-sales-teams.
TranGPT helps global teams communicate faster with natural AI translations, real-time reply suggestions, and tone-aware multilingual messaging.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #ai-translation-software, #cross-border-sales-tools, #multilingual-customer-service, #ai-communication-platform, #social-translation-app, #global-sales-enablement, #enterprise-ai-translator, #good-company, and more.

This story was written by: @jonstojanjournalist. Learn more about this writer by checking @jonstojanjournalist's about page, and for more stories, please visit hackernoon.com.

TranGPT is an AI-powered social translation and communication system built for cross-border sales and customer service. It delivers fast, natural multilingual replies, preserves tone and intent, and adapts to team language over time. Rather than replacing humans, TranGPT enhances decision-making, helping global teams communicate professionally, build trust, and close deals faster across markets.

Shankar Manapragada Unites Operational Excellence Through Food Services, Talent and Technology

HackerNoon — Wed, 14 Jan 2026 08:00:43 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/shankar-manapragada-unites-operational-excellence-through-food-services-talent-and-technology.
Shankar Manapragada shares how food services, talent development, and technology combine to drive operational excellence.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #food-service-management, #operational-excellence, #talent-development, #learning-and-development, #enterprise-technology, #quality-management, #organizational-transformation, #good-company, and more.

This story was written by: @sanya_kapoor. Learn more about this writer by checking @sanya_kapoor's about page, and for more stories, please visit hackernoon.com.

With over 32 years of cross-industry experience, Shankar Manapragada explains how organizations can achieve operational excellence by integrating food service management, talent development, and technology. He outlines how learning systems, quality frameworks, and digital platforms work together to improve service delivery, employee performance, and long-term organizational resilience.

Beyond Euclidean Space: Optimizing Hierarchical Data in Hyperbolic HSVMs

HackerNoon — Wed, 14 Jan 2026 08:00:41 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/beyond-euclidean-space-optimizing-hierarchical-data-in-hyperbolic-hsvms-gdqhwxx.
Hyperbolic SVMs (HSVM) excel at hierarchical data but face non-convex optimization hurdles.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #hyperbolic-machine-learning, #hsvm-optimization, #non-convex-optimization, #support-vector-machines, #hierarchical-data-analysis, #semidefinite-relaxation, #lorentz-manifold-learning, #polynomial-optimization, and more.

This story was written by: @hyperbole. Learn more about this writer by checking @hyperbole's about page, and for more stories, please visit hackernoon.com.

Hyperbolic SVMs (HSVM) excel at hierarchical data but face non-convex optimization hurdles.

The Van Halen Principle: Why Bad Citations Are Actually Safety Violations

HackerNoon — Tue, 13 Jan 2026 08:00:29 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/the-van-halen-principle-why-bad-citations-are-actually-safety-violations.
Turn ChatGPT into a ruthless style guide auditor and stop losing credibility over commas.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #academic-writing, #ai-powered-search-tool, #ai-prompts, #productivity, #ai-citation, #scholarly-citations, #citation-recommendation, #ai-assisted-writing, and more.

This story was written by: @huizhudev. Learn more about this writer by checking @huizhudev's about page, and for more stories, please visit hackernoon.com.

In academic writing, citations are your brown M&Ms. Bad formatting is the fastest way to leak credibility. The Compliance Officer System Prompt is designed to handle the nuance of the latest style guides (APA 7, MLA 9, Chicago 17, etc.)

AI-Powered Credit Scoring for the Thin File and Informal Economy

HackerNoon — Tue, 13 Jan 2026 08:00:27 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/ai-powered-credit-scoring-for-the-thin-file-and-informal-economy.
AI-powered credit scoring uses alternative data to help thin-file and informal borrowers access fair loans.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #new-technology, #top-new-technology-trends, #ai, #credit-score, #e-commerce-business, #signal, #artificial-intelligence, #future-of-artificial-intellige, and more.

This story was written by: @nikhilkassetty. Learn more about this writer by checking @nikhilkassetty's about page, and for more stories, please visit hackernoon.com.

The decision to credit someone is being transformed by AI-driven credit scoring. This could be life-changing for thin-file borrowers and those who are in the informal economy. Traditional credit ratings assume that an individual has a bank account, formal financial products and has borrowed a loan or used a credit card previously.

Looking Back on 2025: A Retrospective

HackerNoon — Mon, 12 Jan 2026 08:00:34 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/looking-back-on-2025-a-retrospective.
I began writing retrospectives in 2023, on the year that had passed. Let's continue the tradition, but with a wider scope than before.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #personal-journey, #life-journey, #retrospective, #personal-retrospective, #2025-retrospective, #life-lessons, #life-growth, #career-changes, and more.

This story was written by: @nfrankel. Learn more about this writer by checking @nfrankel's about page, and for more stories, please visit hackernoon.com.

The world is spiraling deeper and deeper into chaos. The U.S. has abandoned its ally Ukraine. The DevRel state is intrinsically bound to the world state. Despite the bleak context, I still have a couple of personal wins.

Transforming From Solo Unicorns One-Person States

HackerNoon — Mon, 12 Jan 2026 08:00:32 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/transforming-from-solo-unicorns-one-person-states.
Phones extended our hands; AI extends intent. How agents, DID, and treasury-as-code turn Personal OS into Founder OS, and into Civic OS
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #solo-unicorn, #one-person-state, #personal-os, #founder-os, #civic-os, #decentralized-identity, #what-is-personal-os, #personal-os-explained, and more.

This story was written by: @raysvitla. Learn more about this writer by checking @raysvitla's about page, and for more stories, please visit hackernoon.com.

Sam Altman says a single founder will soon build a billion-dollar company. Altman asks: How soon until a single person boots a state?

Adaptive Action Pruning: Scaling Databases with Intelligent Action Masking

HackerNoon — Sat, 10 Jan 2026 08:00:30 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/adaptive-action-pruning-scaling-databases-with-intelligent-action-masking.
IA2 outpaces SWIRL and Lan et al. in training efficiency using TD3-TD-SWAR and adaptive action masking for faster SQL index selection.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #ai-database-tuning, #reinforcement-learning, #sql-index-selection, #action-space-optimization, #database-performance, #automated-query-indexing, #continuous-index-optimization, #workload-training-acceleration, and more.

This story was written by: @instancing. Learn more about this writer by checking @instancing's about page, and for more stories, please visit hackernoon.com.

IA2 outpaces SWIRL and Lan et al. in training efficiency using TD3-TD-SWAR and adaptive action masking for faster SQL index selection.

Navigating Technology advancements mid-way through your career

HackerNoon — Fri, 09 Jan 2026 08:00:35 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/navigating-technology-advancements-mid-way-through-your-career.
A mid-career perspective on keeping up with rapid technology change, for both tech professionals and non-tech workers now expected to adapt and learn new tools.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #technology, #careerdevelopment, #future-of-work, #digital-transformation, #career-growth, #learning-never-ends, #fear-of-ai, #life-lessons, and more.

This story was written by: @saqib25k. Learn more about this writer by checking @saqib25k's about page, and for more stories, please visit hackernoon.com.

Technology is evolving faster than many careers do. This article reflects on what it feels like to adapt mid-career, and how people in tech and non-tech roles can keep learning without losing confidence or identity.

How Orbs Is Bringing Professional Perpetuals Trading to Monad Without Custom Infrastructure

HackerNoon — Fri, 09 Jan 2026 08:00:33 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/how-orbs-is-bringing-professional-perpetuals-trading-to-monad-without-custom-infrastructure.
Orbs integrates Perpetual Hub Ultra with Atlantis on Monad, enabling onchain perpetual futures through modular Layer-3 infrastructure.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #orbs, #orbs-news, #monad, #cryptocurrency, #defi, #blockchain, #good-company, #ai, and more.

This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

Orbs integrates Perpetual Hub Ultra with Atlantis on Monad, enabling onchain perpetual futures through modular Layer-3 infrastructure.

Sachin Gupta: Redefining Modern Audit Through Technology and Analytics

HackerNoon — Thu, 08 Jan 2026 08:00:39 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/sachin-gupta-redefining-modern-audit-through-technology-and-analytics.
Sachin Gupta blends audit expertise with analytics, automation, and cloud tools to enhance efficiency, compliance, and risk detection.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #modern-audit-technology, #cloud-based-financial-audits, #audit-automation, #data-driven-auditing, #risk-based-audit-strategies, #audit-process-optimization, #multi-erp-audit-integration, #good-company, and more.

This story was written by: @sanya_kapoor. Learn more about this writer by checking @sanya_kapoor's about page, and for more stories, please visit hackernoon.com.

Sachin Gupta modernizes auditing by blending accounting expertise with data analytics, automation, and cloud tools. His innovations—including automated testing templates, multi-ERP integration, and formula-driven analytics—reduced audit hours by 20–30%, uncovered $1M+ in misstatements, and enhanced compliance, efficiency, and risk detection for multi-industry clients.

How Strategic Technical Leadership Is Reshaping Retirement Services Technology

HackerNoon — Thu, 08 Jan 2026 08:00:37 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/how-strategic-technical-leadership-is-reshaping-retirement-services-technology.
How Viswanath Mucheli Chenchu modernized retirement plan platforms, boosting adoption, security, and operational efficiency.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #fintech-digital-transformation, #cloud-native-financial-systems, #enterprise-financial-platforms, #secure-financial-apis, #user-centric-platform-design, #retirement-services-technology, #self-employed-401(k)-systems, #good-company, and more.

This story was written by: @sanya_kapoor. Learn more about this writer by checking @sanya_kapoor's about page, and for more stories, please visit hackernoon.com.

Viswanath Mucheli Chenchu led the end-to-end modernization of a retirement plan administration platform, launching an enterprise-scale solution that streamlined self-employed 401(k) management. His technical leadership integrated secure APIs, improved observability, boosted customer adoption by 27%, and reduced support volume by 15%, setting new benchmarks for fintech digital transformation.

The Gold Standard is Back But Making It Work Digitally Is Harder Than It Sounds

HackerNoon — Wed, 07 Jan 2026 08:00:24 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/the-gold-standard-is-back-but-making-it-work-digitally-is-harder-than-it-sounds.
I have spent years watching the gold industry evolve and grow. But the push to digitize gold ownership is one of the most significant shifts I have seen.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #gold, #digital-gold, #api-integration, #regulatory-tech, #digital-gold-systems, #gold-on-the-blockchain, #blockchain, #future-of-gold, and more.

This story was written by: @marcusbriggs. Learn more about this writer by checking @marcusbriggs's about page, and for more stories, please visit hackernoon.com.

Digital gold promises instant transfers, global accessibility, and security. But between that promise and reality sits a maze of infrastructure problems, verification nightmares, and integration challenges that would make any software architect wince.

ISO 27001 Compliance Tools in 2026: A Comparative Overview of 7 Leading Platforms

HackerNoon — Wed, 07 Jan 2026 08:00:21 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/iso-27001-compliance-tools-in-2026-a-comparative-overview-of-7-leading-platforms.
Breaking down the best ISO 27001 Compliance tools in the market for 2026.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #iso-27001, #iso-27001-certification, #compliance, #27001-compliance-tools, #scytale, #thoropass, #sprinto, #good-company, and more.

This story was written by: @stevebeyatte. Learn more about this writer by checking @stevebeyatte's about page, and for more stories, please visit hackernoon.com.

Breaking down the best ISO 27001 Compliance tools in the market for 2026.

Proof of Usefulness Hackathon: Win $150K+ from Bright Data, Neo4j, Algolia, Storyblok & HackerNoon

HackerNoon — Tue, 06 Jan 2026 08:00:39 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/proof-of-usefulness-hackathon-win-$100k-from-bright-data-neo4j-algolia-storyblok-and-hackernoon.
Proof of Usefulness is a global hackathon powered by HackerNoon that rewards one thing and one thing only: usefulness. Win from $150k!
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #proof-of-usefulness-hackathon, #programming, #ai, #developer-hackathon, #hackernoon, #hackernoon-hakathon, #hackernoon-top-story, #startup-hackathon, and more.

This story was written by: @proofofusefulness. Learn more about this writer by checking @proofofusefulness's about page, and for more stories, please visit hackernoon.com.

Proof of Usefulness is a six-month, global competition that rewards one thing and one thing only: usefulness. There’s $150,000+ in cash and software prizes for winners & $1500+ for participating projects that can prove it. This hackathon is supported by companies that care about production software, not just demos.

HackerNoon to AI: We're Here for Answers, Not a Relationship

HackerNoon — Wed, 31 Dec 2025 08:00:19 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/hackernoon-to-ai-were-here-for-answers-not-a-relationship.
HackerNoon poll results show users prefer accurate AI over expressive tone, with markets skeptical on Siri AI deals and AI authorship.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #3-tech-polls, #hackernoon-polls, #ai-voice-preferences, #ai-tone-and-personality, #chatgpt-voice-controls, #apple-siri-ai-partnership, #ai-authorship-debate, #tech-market-predictions, and more.

This story was written by: @3techpolls. Learn more about this writer by checking @3techpolls's about page, and for more stories, please visit hackernoon.com.

This week’s 3 Tech Polls breaks down how the HackerNoon community feels about AI voice and tone, with accuracy overwhelmingly prioritized over personality. The newsletter also explores market skepticism around Apple partnering with OpenAI or Anthropic for Siri, and why traders and academics alike doubt AI will be credited as an academic author anytime soon.

How Luxury Detergents Broke into AI Search: The Science of Becoming Machine-Discoverable

HackerNoon — Tue, 30 Dec 2025 08:00:35 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/how-luxury-detergents-broke-into-ai-search-the-science-of-becoming-machine-discoverable.
AI search is reshaping the laundry category, surfacing demand for perfumer-grade scents, clean ingredients, eco-forward formulas, and long-lasting, luxury deter
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #premium-laundry-service, #luxury, #luxury-ecommerce, #business, #online-shopping, #generative-search-engines, #consumer-behavior, #marketing, and more.

This story was written by: @sarahevans. Learn more about this writer by checking @sarahevans's about page, and for more stories, please visit hackernoon.com.

AI search is reshaping consumer behavior, and the emerging queries reveal a dramatic shift in what people expect from laundry detergent. Consumers want complexity, depth, layered notes, long-wear aromas, and spa-like sophistication.

The Great Tech Salary Divide: Why AI Elites Thrive as Others Face Cuts

HackerNoon — Thu, 25 Dec 2025 08:00:32 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/the-great-tech-salary-divide-why-ai-elites-thrive-as-others-face-cuts.
AI superstars command massive pay while layoffs surge across tech. Here’s what’s driving the growing salary divide—and what it means for tech careers.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #tech-careers, #ai-talent, #gen-ai-jobs, #ai-engineer-salaries, #big-tech-workforce, #ai-labor-market, #tech-layoffs-2025, #future-of-work-with-ai, and more.

This story was written by: @lomitpatel. Learn more about this writer by checking @lomitpatel's about page, and for more stories, please visit hackernoon.com.

Big Tech’s aggressive race for elite AI talent is driving unprecedented pay gaps, fueling layoffs elsewhere, and reshaping career paths, culture, and competition across the industry.

'Twas the Night Before Deploy: A Blind Architect’s Chess Engine Journey

HackerNoon — Thu, 25 Dec 2025 08:00:29 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/twas-the-night-before-deploy-a-blind-architects-chess-engine-journey.
Damian Griggs, Adaptive Systems Architect, Centaur Model, Christmas
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #centaur-model, #gaming, #adaptive-systems-architect, #python, #python-gaming-development, #pygame, #hackernoon-top-story, #python-poetry, and more.

This story was written by: @damianwgriggs. Learn more about this writer by checking @damianwgriggs's about page, and for more stories, please visit hackernoon.com.

Damian is a visually blind software developer. He wrote an accessible chess engine using Python and Pygame. The code uses a custom algorithm to make the game more accessible.

Why Yala's AI Agent Could Change How Traders Price Uncertainty Forever

HackerNoon — Wed, 24 Dec 2025 08:00:47 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/why-yalas-ai-agent-could-change-how-traders-price-uncertainty-forever.
Yala 2.0 deploys AI agents to generate fair value signals for prediction markets, transforming how traders price uncertainty across global events.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #yala, #yala-news, #good-company, #web3, #defi, #blockchain, #prediction-markets, #ai, and more.

This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

Yala 2.0 deploys AI-native fair value agents to transform prediction market pricing through a three-stage roadmap. The system processes historical trading data, news flows, smart money signals, and sentiment into probability estimates that provide traders with systematic reference points for uncertainty. The mid-stage launches a modular multi-agent architecture with live trading validation. The late-stage expands to a multi-domain fair value platform generating probability density functions across crypto, politics, sports, and macro events. Success depends on whether AI agents produce probability estimates more accurate than market prices after accounting for execution costs and timing lags.

DynamoDB: When to Move Out

HackerNoon — Wed, 24 Dec 2025 08:00:45 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/dynamodb-when-to-move-out.
ScyllaDB offers a high-performance NoSQL alternative to DynamoDB, solving throttling, latency, and size limits for scalable workloads.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #cloud-database-migration, #nosql-database, #scylladb, #low-latency-database, #dynamodb-alternative, #high-throughput-database, #scylladb-alternator, #good-company, and more.

This story was written by: @scylladb. Learn more about this writer by checking @scylladb's about page, and for more stories, please visit hackernoon.com.

ScyllaDB offers a high-performance NoSQL alternative to DynamoDB, addressing throttling, latency, item size limits, and cloud lock-in. With larger mutation sizes, predictable low-latency throughput, and compatibility via ScyllaDB Alternator, teams can scale efficiently while maintaining flexibility and minimizing operational complexity as workloads grow.

What Most People Misunderstand About Dmitry Saksonov

HackerNoon — Tue, 23 Dec 2025 08:00:31 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/what-most-people-misunderstand-about-dmitry-saksonov.
Dmitry Saksonov’s rise with Blockchain Sports emerged through adversity, discipline, and a vision to empower global talent, not luck or timing.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #founder-story, #entrepreneurial-resilience, #leadership-lessons, #dmitry-saksonov, #purpose-driven-innovation, #talent-empowerment, #blockchain-sports, #good-company, and more.

This story was written by: @jonstojanjournalist. Learn more about this writer by checking @jonstojanjournalist's about page, and for more stories, please visit hackernoon.com.

Dmitry Saksonov’s success with Blockchain Sports stems not from luck or industry timing but from rebuilding confidence, discipline, and purpose through profound adversity. Misunderstood by the public, his journey reflects solitary perseverance, insight gained from systemic failures, and a vision shaped to empower talent globally rather than personal gain.

Bhutan Pledges 10,000 Bitcoin to Build Gelephu Mindfulness City in Historic Sovereign Reserve Deplo

HackerNoon — Tue, 23 Dec 2025 08:00:29 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/bhutan-pledges-10000-bitcoin-to-build-gelephu-mindfulness-city-in-historic-sovereign-reserve-deplo.
Bhutan commits 10,000 BTC worth $1B to Gelephu Mindfulness City development, using renewable energy mining for economic hub.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #bhutan, #cryptocurrency, #defi, #bitcoin, #good-company, #crypto-investment, #government, #bhutan-bitcoin-reserves, and more.

This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

Bhutan commits 10,000 BTC worth $1B to Gelephu Mindfulness City development, using renewable energy mining for economic hub.

In DeFi’s Most Popular Market Design, Liquidity Providers Are Still Losing

HackerNoon — Mon, 22 Dec 2025 08:00:38 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/in-defis-most-popular-market-design-liquidity-providers-are-still-losing.
A quantitative study of optimal liquidity provision in Uniswap v3, showing why LPs lose money and how dynamic strategies outperform.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #defi-market-trends, #defi-market-making, #algorithmic-trading, #uniswap-v3, #amm-liquidity-risk, #concentrated-liquidity, #defi-market-microstructure, #hackernoon-top-story, and more.

This story was written by: @exitstrategy. Learn more about this writer by checking @exitstrategy's about page, and for more stories, please visit hackernoon.com.

This paper models optimal liquidity provision in concentrated AMMs, showing how LPs can dynamically adjust range width and skew to balance fees, predictable loss, and concentration risk—and outperform typical Uniswap v3 LPs.

Revolut Lists $AURORA as Aurora Unveils Leadership Transition to Drive Mass Adoption

HackerNoon — Fri, 19 Dec 2025 08:00:39 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/revolut-lists-$aurora-as-aurora-unveils-leadership-transition-to-drive-mass-adoption.
Aurora's $AURORA token lists on Revolut app with 65M users as Declan Hannon becomes CEO. New leadership targets mass adoption.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #aurora, #revolut, #cryptocurrency, #defi, #good-company, #web3, #aurora-news, #startup, and more.

This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

Aurora's $AURORA token lists on Revolut app with 65M users as Declan Hannon becomes CEO. New leadership targets mass adoption.

How to Build Real-World Drone Avatars with WebRTC and Python

HackerNoon — Thu, 18 Dec 2025 08:00:46 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-build-real-world-drone-avatars-with-webrtc-and-python.
A technical guide to building drone avatars—covering telemetry, low-latency streaming, and UTM systems for true virtual mobility.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #webrtc-streaming, #drone-avatars, #edge-computing, #webrtc, #telepresence-technology, #virtual-mobility, #mavlink-protocol, #utm-uas-traffic-management, and more.

This story was written by: @dippusingh. Learn more about this writer by checking @dippusingh's about page, and for more stories, please visit hackernoon.com.

Drone Avatar is the next evolution of "Telework". The drone Avatar system requires three distinct layers: The Edge (The Drone), The Pipe (The Network), and The Core (The UTM Traffic Management)

SMARDEX Becomes Everything: The Single-Contract Protocol That Could Reshape DeFi Architecture

HackerNoon — Thu, 18 Dec 2025 08:00:44 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/smardex-becomes-everything-the-single-contract-protocol-that-could-reshape-defi-architecture.
SMARDEX evolves into Everything Protocol, merging DEX, lending, and perps trading in one contract. February 2026 launch targets DeFi fragmentation.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #smardex, #blockchain, #web3, #cryptocurrency, #dex, #smardex-news, #good-company, #defi, and more.

This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

SMARDEX evolves into Everything Protocol, merging DEX, lending, and perps trading in one contract. February 2026 launch targets DeFi fragmentation.

3 Ways Smart Leaders Can Adopt AI Without Sacrificing Trust

HackerNoon — Wed, 17 Dec 2025 08:00:43 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/3-ways-smart-leaders-can-adopt-ai-without-sacrificing-trust.
3 smarter automation paths for leaders. Balance AI efficiency with human oversight to protect trust, reduce risk, and scale responsibly without brittle shortcut
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #ai-strategy, #digital-transformation, #ai-leadership, #enterprise-ai-adoption, #human-in-the-loop, #ai-oversight-models, #human-ai-collaboration, #ai-decision-making, and more.

This story was written by: @hacker68060072. Learn more about this writer by checking @hacker68060072's about page, and for more stories, please visit hackernoon.com.

Nick Talwar is a CTO, ex-Microsoft, and a hands-on AI engineer. He shares his insights on how leaders can use AI to drive bottom-line impact.

Why Autonomous Trading Agents on PriveX Could Replace Human Crypto Traders

HackerNoon — Wed, 17 Dec 2025 08:00:41 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/why-autonomous-trading-agents-on-privex-could-replace-human-crypto-traders.
PriveX launches AI Agents Arena on COTI network, enabling autonomous trading systems with 0.0001% fees and encrypted execution capabilities.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #privex, #privex-news, #blockchain, #web3, #cryptocurrency, #ai, #defi, #coti, and more.

This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

PriveX has launched the AI Agents Arena, a platform where users can create autonomous trading systems that operate continuously on perpetual markets. Built exclusively on the COTI network during beta, these agents analyze market data, execute trades based on predefined logic, and operate with 0.0001% trading fees. The platform requires no coding experience and allows deployment with a minimum of 20 USDC. Future developments include encrypted execution through COTI's garbled-circuit infrastructure and expansion to social and hybrid agent capabilities.

UX Research for Agile AI Product Development of Intelligent Collaboration Software Platforms

HackerNoon — Tue, 16 Dec 2025 08:01:19 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/ux-research-for-agile-ai-product-development-of-intelligent-collaboration-software-platforms.
Teams are adopting AI collaboration tools fast—but few measure how they affect trust, decision quality, and teamwork. A UX framework explains why.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #enterprise-ai-adoption, #ux-research, #human-ai-collaboration, #product-development, #ai-collaboration-tools, #ai-in-agile-development, #agile-software-teams, #ai-adoption-analysis, and more.

This story was written by: @priuxr. Learn more about this writer by checking @priuxr's about page, and for more stories, please visit hackernoon.com.

UX researchers need new product frameworks when AI enters collaboration tools. I've developed a five-dimension approach that captures what velocity metrics miss: cognitive load, trust calibration, collaborative sensemaking, knowledge distribution, and user outcome alignment. After studying teams using AI copilots across three sprint cycles, the pattern is clear: the best configurations automate documentation while protecting human sensemaking during live collaboration.

Automating Content Tagging in Laravel Using OpenAI Embeddings and Cron Jobs

HackerNoon — Tue, 16 Dec 2025 08:01:15 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/automating-content-tagging-in-laravel-using-openai-embeddings-and-cron-jobs.
Learn how to build an AI-powered auto-tagging system in Laravel using OpenAI embeddings, queues, and vector similarity matching.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #content-classification-ai, #laravel-ai, #openai-embeddings, #laravel-auto-tagging, #laravel-jobs-and-queues, #vector-embeddings, #phpml, #cms-automation, and more.

This story was written by: @phpcmsframework. Learn more about this writer by checking @phpcmsframework's about page, and for more stories, please visit hackernoon.com.

AI embeddings can automatically determine the topic of a blog post and assign the appropriate tags without the need for human intervention. This guide demonstrates how to create a complete Laravel AI auto-tagging system.

Crypto.com Targets Trillion-Dollar Prediction Market Opportunity With Regulatory-First Approach

HackerNoon — Sat, 13 Dec 2025 08:00:25 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/cryptocom-targets-trillion-dollar-prediction-market-opportunity-with-regulatory-first-approach.
Travis McGhee, Global Head of Predictions at Crypto.com, discusses how the 150M+ user platform is building regulated prediction market infrastructure.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #crypto.com, #crypto.com-news, #blockchain, #web3, #defi, #good-company, #predictions-markets, #technology, and more.

This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

Travis McGhee is the Global Head of Predictions at [Crypto.com]. He says the company is positioning prediction markets as a tool for democratized information aggregation. He says Crypto.com is committed to responsible innovation and regulation.

How to Enable Long Paths on Windows 11 and Fix Error 0x80010135

HackerNoon — Fri, 12 Dec 2025 08:00:32 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-enable-long-paths-on-windows-11-and-fix-error-0x80010135.
Enable long file paths in Windows 11 and fix error 0x80010135 with simple steps using Settings or Registry Editor.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #windows-11-troubleshooting, #enable-long-paths-windows-11, #fix-error-0x80010135, #windows-11-long-paths, #windows-path-length-limit, #windows-registry-editor, #max_path-windows-fix, #windows-long-path-error, and more.

This story was written by: @vigneshwaran. Learn more about this writer by checking @vigneshwaran's about page, and for more stories, please visit hackernoon.com.

Windows 11 can bypass the legacy 260-character file path limit by enabling Long Paths through either the Settings menu or the Registry Editor. This guide walks through both methods, explains common errors like 0x80010135, and covers how to troubleshoot apps or cloud services that still enforce old path restrictions.

Reexamining Canonical Isomorphisms in Modern Algebraic Geometry

HackerNoon — Fri, 12 Dec 2025 08:00:28 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/reexamining-canonical-isomorphisms-in-modern-algebraic-geometry.
A critical look at how mathematicians use the word “canonical,” revealing how informal shortcuts obscure the real constructions behind key theorems.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #mathematical-logic, #grothendieck, #formalising-mathematics, #interactive-theorem-provers, #homotopy-type-theory, #set-theory-foundations, #associativity-in-mathematics, #canonical-isomorphism, and more.

This story was written by: @mediabias. Learn more about this writer by checking @mediabias's about page, and for more stories, please visit hackernoon.com.

The article examines how mathematicians casually label maps as “canonical,” why this obscures the constructive content of theorems like the first isomorphism theorem, and how formalizing algebraic geometry forces greater precision about what canonical truly means.

The Future of AI Infrastructure: Consolidation for Giants, Vertical Solutions for Startups

HackerNoon — Thu, 11 Dec 2025 08:00:53 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/the-future-of-ai-infrastructure-consolidation-for-giants-vertical-solutions-for-startups.
Neo's John Wang discusses decentralized AI infrastructure, the SpoonOS platform, and the $100K challenge targeting centralized AI limitations. Learn about block
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #spoonos, #neo, #blockchain, #ai, #good-company, #web3, #defi, #cryptocurrency, and more.

This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

John Wang is the Head of Neo Ecosystem Growth and Managing Director of Neo Ecofund. His latest focus on SpoonOS represents a bold bet on democratizing AI infrastructure. SpoonOS recently launched the $100K challenge focused on problems that centralized AI cannot fix.

BTCC Exchange Brings 400+ Perpetual Futures to TradingView: What Traders Need to Know

HackerNoon — Thu, 11 Dec 2025 08:00:51 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/btcc-exchange-brings-400-perpetual-futures-to-tradingview-what-traders-need-to-know.
BTCC integrates 400+ futures pairs with TradingView's 100M user platform, enabling direct chart-to-trade execution for crypto traders.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #btcc, #btcc-news, #blockchain, #cryptocurrency, #web3, #defi, #good-company, #tradingview, and more.

This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

BTCC integrates 400+ futures pairs with TradingView's 100M user platform, enabling direct chart-to-trade execution for crypto traders.

10 Biggest Sports Companies in the USA Based on Revenue

HackerNoon — Mon, 08 Dec 2025 08:00:28 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/10-biggest-sports-companies-in-the-usa-based-on-revenue.
A data-driven look at the ten highest-earning sports companies in the U.S., from Nike and Fanatics to the NFL, BetMGM, ESPN, and TKO Group.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #sports-tech, #sports-analytics, #us-sports-companies, #sports-industry-revenue, #nike-revenue-2025, #us-sports-market-analysis, #sports-revenue-growth-drivers, #good-company, and more.

This story was written by: @isnation. Learn more about this writer by checking @isnation's about page, and for more stories, please visit hackernoon.com.

The U.S. sports market is powered by billion-dollar companies spanning apparel, betting, media, and tech. Nike leads the field, while Fanatics, the NFL, NBA, BetMGM, Garmin, TKO Group, and ESPN drive growth through merchandise, streaming, sponsorships, and digital fan engagement. Emerging trends include AI-driven sports tech, athlete

9 Mobile Apps for Athlete Mental & Physical Fitness

HackerNoon — Mon, 08 Dec 2025 08:00:26 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/9-mobile-apps-for-athlete-mental-and-physical-fitness.
Explore the best apps for athletes to strengthen mental fitness, track workouts, recover faster, and stay balanced on and off the field.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #health-tech, #athlete-wellness-apps, #best-fitness-apps-2025, #athlete-mental-health-apps, #athlete-nutrition-apps, #meditation-apps-for-athletes, #isnation, #good-company, and more.

This story was written by: @isnation. Learn more about this writer by checking @isnation's about page, and for more stories, please visit hackernoon.com.

This article reviews nine top-rated apps designed to help athletes manage training, recovery, mental health, and nutrition. From Prehab to Strava, these tools provide practical ways to prevent burnout, track progress, and build a healthier sport-life balance across both physical and mental performance.

PDFs to Intelligence: How To Auto-Extract Python Manual Knowledge Recursively Using Ollama, LLMs

HackerNoon — Sun, 07 Dec 2025 08:00:29 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/pdfs-to-intelligence-how-to-auto-extract-python-manual-knowledge-recursively-using-ollama-llms.
Learn how to automate extraction of structured Python module data from PDFs using CocoIndex, LLMs like Llama3, and Ollama. Scale technical documentation by buil
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #ai-data-extraction, #ollama, #llms, #cocoindex, #pdf-documentation, #extraction-pipeline, #python, #cocoinsight, and more.

This story was written by: @badmonster0. Learn more about this writer by checking @badmonster0's about page, and for more stories, please visit hackernoon.com.

We’ll demonstrate an end-to-end data extraction pipeline engineered for maximum automation, reproducibility, and technical rigor. Our goal is to transform unstructured PDF documentation into precise, structured, and queryable tables. We use the open-source [CocoIndex framework] and state-of-the-art LLMs (like Meta’s Llama 3) managed locally by Ollama.

AI Meeting Tools Are the Next Productivity War, Here’s Why TicNote Might Win

HackerNoon — Sat, 06 Dec 2025 08:00:24 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/ai-meeting-tools-are-the-next-productivity-war-heres-why-ticnote-might-win.
TicNote introduces Agentic Intelligence to turn recordings, notes, and documents into structured insight, offering a smarter way to work and understand info.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #ai-meeting-assistant, #ai-tools-for-business, #ticnote-ai, #multimodal-ai, #ai-podcast-generator, #intelligent-work-platforms, #voice-recognition-ai, #good-company, and more.

This story was written by: @nicafurs. Learn more about this writer by checking @nicafurs's about page, and for more stories, please visit hackernoon.com.

TicNote enters the crowded AI productivity market with an Agentic OS that moves beyond transcription, turning audio, images, and documents into structured insights, deep research answers, and creative outputs like podcasts. Its multimodal engine and context-aware reasoning aim to redefine how professionals capture, understand, and act on information.

Why OTFS Outperforms OFDM in High-Mobility Scenarios

HackerNoon — Fri, 05 Dec 2025 08:00:39 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/why-otfs-outperforms-ofdm-in-high-mobility-scenarios.
Explores how OTFS uses D-D domain predictability to interpolate, extrapolate, and track wireless channels, reducing pilot overhead in high-mobility scenarios.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #wireless-communication-systems, #otfs-modulation, #doubly-dispersive-channels, #spectral-efficiency, #delay-doppler, #aliasing-and-isci, #ltv-channel-models, #mimo-systems, and more.

This story was written by: @extrapolate. Learn more about this writer by checking @extrapolate's about page, and for more stories, please visit hackernoon.com.

The article explains how OTFS leverages the slow-varying nature of the delay-Doppler domain to interpolate and extrapolate channel states, enabling accurate tracking, lower pilot overhead, and reduced processing delay even in high-mobility, doubly-dispersive environments.

Study Finds OTFS Can Dramatically Cut Channel Training Costs in High-Mobility Networks

HackerNoon — Thu, 04 Dec 2025 08:00:41 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/study-finds-otfs-can-dramatically-cut-channel-training-costs-in-high-mobility-networks.
OTFS significantly reduces channel training overhead in doubly-dispersive channels, outperforming OFDM as Doppler and delay effects increase.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #wireless-communication-systems, #otfs-modulation, #doubly-dispersive-channels, #spectral-efficiency, #delay-doppler, #aliasing-and-isci, #ltv-channel-models, #mimo-systems, and more.

This story was written by: @extrapolate. Learn more about this writer by checking @extrapolate's about page, and for more stories, please visit hackernoon.com.

OTFS leverages delay-Doppler domain sparsity to reduce channel training overhead, mitigate aliasing and ISCI, and offer higher spectral efficiency than OFDM in fast-varying, doubly-dispersive wireless channels.

Why First-Order Channel Models Matter for High-Mobility Wireless Systems

HackerNoon — Thu, 04 Dec 2025 08:00:39 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/why-first-order-channel-models-matter-for-high-mobility-wireless-systems.
A clear explanation of why OFDM’s LTI models fail in fast-changing channels and how first-order and delay–Doppler models improve accuracy and performance.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #wireless-communication-systems, #otfs-modulation, #doubly-dispersive-channels, #spectral-efficiency, #delay-doppler, #aliasing-and-isci, #ltv-channel-models, #mimo-systems, and more.

This story was written by: @extrapolate. Learn more about this writer by checking @extrapolate's about page, and for more stories, please visit hackernoon.com.

The article explains why OFDM’s traditional LTI channel model collapses in high-mobility environments, showing how first-order Taylor approximations and delay–Doppler domain modeling extend coherence time, reduce estimation overhead, and yield more accurate representations of rapidly varying wireless channels.

How Myriad and Trust Wallet Built the First Native Prediction Market for 220M Users

HackerNoon — Wed, 03 Dec 2025 08:01:04 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/how-myriad-and-trust-wallet-built-the-first-native-prediction-market-for-220m-users.
Myriad integrates directly into Trust Wallet as the first native prediction market, reaching 220M users after hitting $100M in trading volume.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #myraid, #trust-wallet, #cryptocurrency, #dlt, #web3, #defi, #good-company, #myraid-news, and more.

This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

Myriad became the first prediction market integrated directly into Trust Wallet's new Predictions feature, giving it access to 220 million users. The integration comes after Myriad reached $100 million in trading volume with 400,000 active traders. Trust Wallet plans to add Kalshi and Polymarket to create an aggregated prediction market hub. The move reduces friction for users while positioning wallets as full-featured financial platforms beyond basic asset storage. Success depends on sustained engagement rather than event-driven volume spikes.

Cosmic Rays vs. Code: How a Solar Flare Knocked the Digital Brains Out of 6,000 Airbus Jets

HackerNoon — Wed, 03 Dec 2025 08:01:00 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/cosmic-rays-vs-code-how-a-solar-flare-knocked-the-digital-brains-out-of-6000-airbus-jets.
A single 'bit blip' from a solar flare exposed a critical flaw in the Airbus A320's ELAC L104 software, causing a global safety crisis.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #aviation, #cybersecurity, #futurism, #airbus-recall, #a320-recall, #bit-flip-airbus, #airbus-issue, #hackernoon-top-story, and more.

This story was written by: @zbruceli. Learn more about this writer by checking @zbruceli's about page, and for more stories, please visit hackernoon.com.

A single 'bit blip' from a solar flare exposed a critical flaw in the Airbus A320's ELAC L104 software, causing a global safety crisis. Over 6,000 jets were grounded in the largest recall in Airbus history. The cosmos is the new frontier of flight risk.

AI-Enhanced RAN: Building Smarter, Self-Adapting Wireless Networks

HackerNoon — Sat, 29 Nov 2025 08:00:35 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/ai-enhanced-ran-building-smarter-self-adapting-wireless-networks.
AI-enhanced RAN delivers faster, adaptive, and energy-efficient wireless networks with real-time intelligence.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #wireless, #wireless-technology, #wireless-networks, #ai-enhanced, #artificial-intelligence, #technology-trends, #radio-access-network, #good-company, and more.

This story was written by: @sanya_kapoor. Learn more about this writer by checking @sanya_kapoor's about page, and for more stories, please visit hackernoon.com.

There is a subtle evolution occurring in this series of pictures. The series of images will reveal the secrets of the world's most famous and famous people. This series of photos will reveal what is happening in the minds of the people who are taking part in the film.

Why I Started Researching Autonomy, and How It Led to the Framework for Autonomous Organizations

HackerNoon — Sat, 29 Nov 2025 08:00:33 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/why-i-started-researching-autonomy-and-how-it-led-to-the-framework-for-autonomous-organizations.
Marc Ragsdale explains why he began researching autonomy and how it led to the 5A Framework for self-managing organizations.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #autonomous-entities, #future-of-autonomy, #future-of-work-with-ai, #future-of-work, #saas, #best-saas-tools-for-smbs, #saas-tools, #remote-work, and more.

This story was written by: @marcragsdale. Learn more about this writer by checking @marcragsdale's about page, and for more stories, please visit hackernoon.com.

Ragsdale: The modern workplace depended entirely on human awareness to move work forward. He says this dependence on human attention was the opposite of autonomy. Ragsdale spent more than twenty five years building companies, designing systems, and using each environment as a research laboratory for enterprise autonomy.

How I Tracked and Retired Out-of-Support .NET Runtimes Across Legacy IIS Servers

HackerNoon — Fri, 28 Nov 2025 08:00:29 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/how-i-tracked-and-retired-out-of-support-net-runtimes-across-legacy-iis-servers.
Audit and remove vulnerable .NET runtimes without breaking production. A practical guide to inventory, mapping IIS apps, and planning safe cleanup.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #.net-core-security, #asp.net-core-vulnerabilities, #iis-runtime-mapping, #powershell-automation, #out-of-support-.net, #windows-server-maintenance, #cve-remediation, #runtimeconfig.json, and more.

This story was written by: @mukhtarpeace. Learn more about this writer by checking @mukhtarpeace's about page, and for more stories, please visit hackernoon.com.

A security alert exposed multiple out-of-support .NET Core runtimes across legacy IIS apps. This article recounts the full audit—scanning runtimeconfig files, mapping them to IIS sites, prioritizing upgrades or retirements, and safely removing outdated runtimes without breaking production.

Can AI Agents Pay Each Other? How Cronos Is Testing the Next Frontier with x402 PayTech Hackathon

HackerNoon — Fri, 28 Nov 2025 08:00:27 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/can-ai-agents-pay-each-other-how-cronos-is-testing-the-next-frontier-with-x402-paytech-hackathon.
Cronos launches x402 PayTech Hackathon with $42,000 prize pool to build AI agents that handle autonomous payments on blockchain infrastructure.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #cronos, #hackathon, #web3, #cryptocurrency, #dlt, #ai, #crypto.com, #good-company, and more.

This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

Cronos x402 Hackathon offers $42K for developers building AI agents with autonomous payment capabilities.

This Black Friday & Holiday Season, HackerNoon Has Your Tech Marketing Covered 🎁 💚

HackerNoon — Thu, 27 Nov 2025 08:00:38 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/this-black-friday-and-holiday-season-hackernoon-has-your-tech-marketing-covered.
Get 10% off all HackerNoon services this Black Friday! Business blogging, ads, contests & more. Reach 4M+ tech readers. Limited time offer.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #hackernoon-top-story, #hackernoon-black-friday, #tech-marketing-services, #year-end-marketing-strategy, #hackernoon-services, #holiday-marketing-deals, #content-marketing-for-tech, #business-blogging-discount, and more.

This story was written by: @hackmarketing. Learn more about this writer by checking @hackmarketing's about page, and for more stories, please visit hackernoon.com.

This Black Friday and holiday season, get 10% off ALL HackerNoon services—including subscriptions. From business blogging and targeted ads to writing contests and press releases, now's the time to execute your year-end marketing strategy and position your tech brand for 2026 success.

“AI Is Like a Nuclear Project” - Russia’s Vedyakhin on The Emerging National AI Arms Race

HackerNoon — Wed, 26 Nov 2025 08:00:44 -0800

This story was originally published on HackerNoon at: https://hackernoon.com/ai-is-like-a-nuclear-project-russias-vedyakhin-on-the-emerging-national-ai-arms-race.
Russia says nations with home‑grown large‑language models will join an “AI club” with power comparable to nuclear weapons, its top AI executive said.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #ai-arms-race, #future-of-ai, #ai-infrastructure, #russia-ai-strategy, #ai-geopolitics, #open-source-ai-models, #u.s.-china-ai-race, #ai-and-national-security, and more.

This story was written by: @botbeat. Learn more about this writer by checking @botbeat's about page, and for more stories, please visit hackernoon.com.

Russia says nations with home‑grown large‑language models will join an “AI club” with power comparable to nuclear weapons, its top AI executive said.