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. ## Coinzilla Delivers 75M+ Impressions, Powering Bitget’s 120% Growth in One Month By @coinzilla [ 3 Min read ] The results demonstrate how targeted campaigns, effective publisher selection, and real-time optimization can drive scalable growth for crypto brands. Read More.The Ultimate Guide to Lower Your AWS Storage Costs By @n2w [ 2 Min read ] Learn how to reduce AWS storage costs with smart tiering, lifecycle policies, and automation—plus pro tips for using N2W to optimize backups and archives. Read More.Scrape Smarter, Not Harder: Let MCP and AI Write Your Next Scraper for You By @pigivinci [ 11 Min read ] Build AI-powered web scrapers using MCP and Camoufox to automate HTML fetching, XPath generation, and script writing directly within your IDE. Read More.Why Teams Are Ditching DynamoDB By @scylladb [ 2 Min read ] Discover why teams are moving from DynamoDB to ScyllaDB—for lower latency, reduced costs, multi-cloud flexibility, and better performance at scale. Read More.N2W’s Rebrand: Empowering IT Teams to Ditch the Drama By @n2w [ 2 Min read ] N2W unveils a bold new look and renewed mission: to simplify cloud backup, cut IT chaos, and help teams ditch the drama—starting with smarter tools. Read More.Arweave: The Web's Forever Storage Layer By @ariophil [ 4 Min read ] With Arweave, a cloud user will never see decades of memories, files, and photographs disappear in an instant. Read More.How to Cut Payment Fees in Half When Selling Digital Goods Online By @noda [ 3 Min read ] Cut payment fees and boost conversions when selling digital goods online — with Noda’s Pay-by-Bank solution built for fast, low-cost, global checkouts. Read More.Outsmarting Akamai's Bot Detection with JA3Proxy By @pigivinci [ 14 Min read ] Bypass Akamai's network checks by chaining JA3Proxy and residential proxies, spoofing TLS fingerprints and IP reputation for successful web scraping Read More.Can We Control the Economy Once Machines Take the Wheel? By @monnetbat [ 4 Min read ] The Machine Economy is not simply a question of process optimization. It is a fundamental transformation of the very forces driving the economy. Read More.In This LA Neighborhood, Residents Are Turning to Doorbell Cameras Instead of Calling the Cops By @TheMarkup [ 8 Min read ] You never know what you’re going to get when you call the police in our neighborhood. Read More.Welcome to the Museum of AI Hallucinations By [@maria piterberg](https://hackernoon.com/u/maria piterberg) [ 8 Min read ] Explore how AI hallucinations, often seen as flaws, can fuel human creativity. Discover DALL-E 3s power to imagine the surreal and inspire artistic breakthrough Read More.Downside Liquidity: A Hypothesis on Short Pools for EVM By @iamshvetsov [ 5 Min read ] In this article, I’ve shared a hypothesis about a short liquidity pool and proposed a basic implementation in Solidity for the Ethereum blockchain. Read More.Playwright MCP Server Is Here: Let's Integrate It! By @brightdata [ 10 Min read ] Let’s uncover what the Playwright MCP server brings to the table, and how to use it with the OpenAI Agents SDK. Read More.Code Smell 307 - Naive Time Assumptions and How to Fix It By @mcsee [ 7 Min read ] Time is not absolute. Your code breaks when you treat it that way. Read More.Teaching Your AI to Read: A Guide to Scraping, RAG, and Smart Data Insights By @pigivinci [ 14 Min read ] Build an AI assistant with RAG: scrape with Firecrawl, create vector embeddings, and store in Pinecone to query custom web data via natural language. Read More.Privacy Is Web3’s “0 To 1” Moment By @shahaf [ 6 Min read ] Learn from Shahaf Bar-Geffen about the crucial role of privacy in driving institutional and consumer adoption of Web3 and real-world assets. Read More.How AI and Machine Learning Are Driving the Future of Formula 1 By @hacker10373400 [ 5 Min read ] ow Formula 1 teams are using AI and machine learning to improve race strategy, tyre management, car design, cost cap efficiency, and driver analysis. Read More.Deepfake Detection: Neural Networks Are Fighting Themselves By @dankhomenko [ 5 Min read ] Cutting-edge diffusion models and text-to-video tools now make it easy to generate ultra-realistic fake videos from just a prompt. Read More.12 Lessons from My Half-assed YouTube Channel By @fazforward [ 18 Min read ] This how I gained 140k+ views and 600+ subs by posting 14 videos and switching between 3 niches within the last 4 years. Read More.Redefining Data Operations With Data Flow Programming in CocoIndex By @badmonster0 [ 4 Min read ] Discover how CocoIndex transforms data orchestration with a pure Data Flow Programming model — ensuring traceable, immutable, and declarative pipelines for know 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 ✌️