How are you, hacker? 🪐Want to know what's trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. Want to know what's trending right now?: The Techbeat by HackerNoon here The Silent Revolution: AI-Driven Network Decisions in Real-Time The Silent Revolution: AI-Driven Network Decisions in Real-Time The Silent Revolution: AI-Driven Network Decisions in Real-Time By @darshanbmehta [ 5 Min read ] The telecommunications industry is experiencing an extraordinary shift: infrastructure that operates with independent judgment. Read More. @darshanbmehta Read More. Why Traditional Testing Breaks Down with AI Why Traditional Testing Breaks Down with AI Why Traditional Testing Breaks Down with AI By @mend [ 4 Min read ] Traditional testing breaks with AI. Learn how red teaming and AI-powered fuzzing uncover hidden weaknesses in large language models. Read More. @mend Read More. Python Script to Read and Judge 1,500 Legal Cases Python Script to Read and Judge 1,500 Legal Cases Python Script to Read and Judge 1,500 Legal Cases By @knightbat2040 [ 5 Min read ] What started as a simple script evolved into a full-fledged data engineering and NLP pipeline that can process a decade's worth of legal decisions in minutes. Read More. @knightbat2040 Read More. React 19: New Tools To Work With Forms React 19: New Tools To Work With Forms React 19: New Tools To Work With Forms By @socialdiscoverygroup [ 6 Min read ] Discover how React 19's new hooks—useActionState, useFormStatus, and useOptimistic—simplify form handling with less boilerplate and cleaner code. Read More. @socialdiscoverygroup Read More. The Illusion of Scale: Why LLMs Are Vulnerable to Data Poisoning, Regardless of Size The Illusion of Scale: Why LLMs Are Vulnerable to Data Poisoning, Regardless of Size The Illusion of Scale: Why LLMs Are Vulnerable to Data Poisoning, Regardless of Size By @hacker-Antho [ 4 Min read ] New research shatters AI security assumptions, showing that poisoning large models is easier than believed and requires a very small number of documents. Read More. @hacker-Antho Read More. From Automation to Autonomy: How AI is Transforming Site Reliability Engineering From Automation to Autonomy: How AI is Transforming Site Reliability Engineering From Automation to Autonomy: How AI is Transforming Site Reliability Engineering By @oreoluwaomoike [ 7 Min read ] This is the real story of where operations is headed. Read More. @oreoluwaomoike Read More. AWS Outage 2025: What Really Happened on October 20 and What It Teaches Us About the Cloud AWS Outage 2025: What Really Happened on October 20 and What It Teaches Us About the Cloud AWS Outage 2025: What Really Happened on October 20 and What It Teaches Us About the Cloud By @mayukhsuri [ 3 Min read ] AWS outage on Oct 20, 2025, disrupted major apps worldwide. Learn what caused it, how it spread, and key lessons to build stronger cloud systems. Read More. @mayukhsuri Read More. Who's Used One Trillion Plus OpenAI Tokens? Salesforce, Shopify, Canva, Hubspot, & 26 More Companies Who's Used One Trillion Plus OpenAI Tokens? Salesforce, Shopify, Canva, Hubspot, & 26 More Companies Who's Used One Trillion Plus OpenAI Tokens? Salesforce, Shopify, Canva, Hubspot, & 26 More Companies By @botbeat [ 8 Min read ] A deep dive into the 30 companies that burned over one trillion OpenAI tokens—featuring Duolingo, OpenRouter, and Indeed as top power users of GPT tech. Read More. @botbeat Read More. The Future of Web3 Marketing: Education, Trust, and Sustainability The Future of Web3 Marketing: Education, Trust, and Sustainability The Future of Web3 Marketing: Education, Trust, and Sustainability By @hackmarketing [ 7 Min read ] Learn how Web3 projects can grow sustainably through education, trust, and human-centered marketing that builds real users and community. Read More. @hackmarketing Read More. The Hidden Economics of Reliability: Balancing Uptime, Cost, and Innovation in DevOps The Hidden Economics of Reliability: Balancing Uptime, Cost, and Innovation in DevOps The Hidden Economics of Reliability: Balancing Uptime, Cost, and Innovation in DevOps By @oreoluwaomoike [ 9 Min read ] The tension between uptime, cost, and velocity has never been sharper. Read More. @oreoluwaomoike Read More. Context Engineering for Coding Agents Context Engineering for Coding Agents Context Engineering for Coding Agents By @ichebykin [ 5 Min read ] Context engineering for coding agents is the best way to improve the model performance for code generation. Read More. @ichebykin Read More. Blast API Shutdown: The Best Alternatives for Developers Blast API Shutdown: The Best Alternatives for Developers Blast API Shutdown: The Best Alternatives for Developers By @nownodes [ 4 Min read ] Blast API ends operations in Oct 2025. Explore the best developer alternatives like NOWNodes and Alchemy for secure, scalable RPC migration. Read More. @nownodes Read More. The Physics of AI The Physics of AI The Physics of AI By @giovannicoletta [ 11 Min read ] An interrogation of how physics concepts like black holes, entropy, and quantum theory mirror the rise and limits of artificial intelligence. Read More. @giovannicoletta Read More. Code Smell 07 - Avoid Boolean Variables Code Smell 07 - Avoid Boolean Variables Code Smell 07 - Avoid Boolean Variables By @mcsee [ 3 Min read ] Avoid Boolean variables, they lead to conditional logic and force you to write Ifs. Create polymorphic states instead Read More. @mcsee Read More. From Cloud to Desk: 3 Signs the AI Revolution is Going Local From Cloud to Desk: 3 Signs the AI Revolution is Going Local From Cloud to Desk: 3 Signs the AI Revolution is Going Local By @hacker-Antho [ 4 Min read ] when it comes to AI smaller is better Read More. @hacker-Antho Read More. Ransomware Goes Cloud-Native Ransomware Goes Cloud-Native Ransomware Goes Cloud-Native By @sanjaybarot [ 23 Min read ] Ransomware has gone cloud-native: no payloads, just API abuse. Learn the tactics—IAM takeovers, KMS locks, backup sabotage—and how to build resilience. Read More. @sanjaybarot Read More. How to Fix Profile Image Upload Headaches with Filestack Workflows How to Fix Profile Image Upload Headaches with Filestack Workflows How to Fix Profile Image Upload Headaches with Filestack Workflows By @filestack [ 6 Min read ] Stop babysitting profile pictures. Learn how Filestack Workflows turn image uploads into scalable, async, and lightning-fast experiences. Read More. @filestack Read More. Choosing the Right AI IDE for Your Team: Cursor vs. Windsurf vs. Copilot Choosing the Right AI IDE for Your Team: Cursor vs. Windsurf vs. Copilot Choosing the Right AI IDE for Your Team: Cursor vs. Windsurf vs. Copilot By @ainativedev [ 7 Min read ] Dive into a hands-on comparison of Cursor, Windsurf, and Copilot with GPT-5, highlighting their strengths in greenfield and brownfield projects. Read More. @ainativedev Read More. 33 Hot Tech Takes on Atlas, the New AI Browser by OpenAI 33 Hot Tech Takes on Atlas, the New AI Browser by OpenAI 33 Hot Tech Takes on Atlas, the New AI Browser by OpenAI By @webism [ 5 Min read ] OpenAI launches ChatGPT Atlas, an AI-powered browser with memory and agent mode. We gathered 33 reactions from skeptics, believers, and analysts. Read More. @webism Read More. The New Age of Stargazing: How Smart Telescopes Are Transforming Our Connection with the Cosmos The New Age of Stargazing: How Smart Telescopes Are Transforming Our Connection with the Cosmos The New Age of Stargazing: How Smart Telescopes Are Transforming Our Connection with the Cosmos By @kingdavvd [ 5 Min read ] Smart telescopes are redefining astronomy—blending art, science, and emotion to make stargazing more personal, effortless, and inspiring. Read More. 🧑💻 What happened in your world this week? It's been said that writing can help consolidate technical knowledge, establish credibility, and contribute to emerging community standards. Feeling stuck? We got you covered ⬇️⬇️⬇️ ANSWER THESE GREATEST INTERVIEW QUESTIONS OF ALL TIME We hope you enjoy this worth of free reading material. Feel free to forward this email to a nerdy friend who'll love you for it. See you on Planet Internet! With love, The HackerNoon Team ✌️ @kingdavvd Read More. writing can help consolidate technical knowledge establish credibility and contribute to emerging community standards ANSWER THESE GREATEST INTERVIEW QUESTIONS OF ALL TIME