How are you, hacker? šŖWant 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. ## The Dating App Breach That Turned Into a Biometric Black Mirror Episode By @qryptonic [ 6 Min read ] Tea's Firebase misconfiguration exposed 1.1M sensitive messages. Read More. The Best AI Web Scraper Tools in 2025: Top Picks, Features & Pricing By @oxylabs [ 7 Min read ] Discover the 8 best AI web scrapers of 2025, from Oxylabs to Octoparse, with features, pricing, and use cases for every skill level and business need. Read More. Bonuz CEO Matthias Mende On Redefining Web3 Engagement By @penworth [ 9 Min read ] Olayimika Oyebanji sits down with Matthias Mende to uncover insights into conquering web3 engagement. Read More. Optimizing LLM Performance with LM Cache: Architectures, Strategies, and Real-World Applications By @nileshbh [ 31 Min read ] LM Cache boosts LLM efficiency, scalability, and cost savings by letting the system remember previous outputs and complementing other optimizations. Read More. 10 Years of Ethereum: A Pool Founder on the Merge, the Mining Myths, and What Comes Next By @MichaelJerlis [ 4 Min read ] EMCD CEO Evgeny Kitkin talks about how the market has evolved and how the company entered the market. Read More. How to Deploy Vertex AI Workbench with Terraform ā Without UI Pain By @timonovid_ir5em1fo [ 11 Min read ] Practical guide to automating Vertex AI Workbench on GCP with Terraform modules and GitLab CIāstandardized configs, cost savings, and compliance-friendly workfl Read More. How I Built Local-First Apps with React Native + RxDB (and Why Your App Probably Needs This Too) By @devfamdk [ 11 Min read ] Local-first apps process data locally, sync it when you can. This means users stay happy, and you donāt get midnight āthe appās brokenā calls. Read More. BNS ā Your Identity & Access Layer in the Confidential Web By @beldexcoin [ 5 Min read ] This article delves into the Beldex Name Service (BNS), a decentralized domain name service on the Beldex blockchain network. Read More. How McKinsey Rebuilt Its Business Around AIāAnd Why Itās Working By @hacker68060072 [ 4 Min read ] Discover how McKinsey integrated AI into their operations to drive efficiency, collaboration, and real business value. Learn from their approach. Read More. Why Hydra Is the Most Practical Scaling Solution in Web3 By @iohk [ 6 Min read ] Hydra is Cardanoās practical Layer 2 scaling solution, boosting speed, reducing costs, and enabling secure, modular dApp development for Web3 builders. Read More. Solo Satoshi Releases the NerdQaxe++ a Sleek and Quiet Desktop Bitcoin Miner By @OpenSourceTheWorld [ 3 Min read ] Solo Satoshi announces NerdQaxe++ a sleek desktop Bitcoin solo miner delivering up to 6 TH/s with open firmware, low noise, and easy setup. See specs and buy. Read More. How Graphs Boost LLM Precision and Explainability in Cybersecurity By @leongoldberg1 [ 6 Min read ] When you combine graph representations with LLM reasoning, you get precision and explainability at a level flat data structures cannot match. Read More. **[Mac.c Stealer Takes on AMOS: A New Rival Shakes Up the macOS Infostealer Market](https://hackernoon.com/macc-stealer-takes-on-amos-a-new-rival-shakes-up-the-macos-infostealer-market)** By @moonlock [ 8 Min read ] Moonlock analysed Mac.c stealer, a new rival to AMOS. Learn its tactics, code reuse, and "building in public" strategy. Read More. Microservices: Is It Worth the Trouble? By @neyrox [ 4 Min read ] Microservices are not a silver bullet. Theyāre useful for huge projects and teams ā but the monolith is not obsolete and is not technical debt by default. Read More. Presale Stage 10 for Ethereum Meme Coin Little Pepe (LILPEPE) Comes to an End By @kashvipandey [ 3 Min read ] Little Pepe (LILPEPE) hits Stage 11 presale with $19.3M raised, 1.5x returns locked in, and Layer-2 utility driving hype before its $0.003 listing. Read More. The Next Big Thing Isnāt on Your Phone: Itās AI-Powered XR, and Itās Already Taking Over - Part I By @romanaxelrod [ 9 Min read ] This article charts Big Techās convergence on AIāpowered XR as the next paradigm, profiling Apple, Google, Meta, OpenAI, and others racing to deliver it. Read More. The Bookmarklet Hack OpenAI Doesnāt Want You to Know About By @regravity [ 6 Min read ] OpenAIās Assistants API has no way to list thread IDs. Hereās a 3-line bookmarklet that scrapes them all and puts control back in your hands. Read More. Breaking Into Quant Trading: A Practical, No-Fluff Guide By @ruslan4ezzz [ 12 Min read ] How to get a quant trading job: role types, interview prep, XYZ rĆ©sumĆ© examples, portfolio tips, and a step-by-step strategy for offers in a competitive market. Read More. VERSES AI Changes Robotics Forever With Active Inference Breakthrough By @deniseholt [ 16 Min read ] Robots evolve from rigid tools to adaptive teammates with VERSES AIās Active Inference, enabling real-time reasoning, safety, and collaboration. Read More. Perch 2.0: Bioacoustics Model for Species Identification By @hacker-Antho [ 8 Min read ] The intersection of artificial intelligence and environmental conservation is rapidly expanding. Read More. š§āš» 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 ā¬ļøā¬ļøā¬ļø 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 āļø How are you, hacker? šŖWant 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. ## The Dating App Breach That Turned Into a Biometric Black Mirror Episode By @qryptonic [ 6 Min read ] Tea's Firebase misconfiguration exposed 1.1M sensitive messages. Read More. The Best AI Web Scraper Tools in 2025: Top Picks, Features & Pricing By @oxylabs [ 7 Min read ] Discover the 8 best AI web scrapers of 2025, from Oxylabs to Octoparse, with features, pricing, and use cases for every skill level and business need. Read More. Bonuz CEO Matthias Mende On Redefining Web3 Engagement By @penworth [ 9 Min read ] Olayimika Oyebanji sits down with Matthias Mende to uncover insights into conquering web3 engagement. Read More. Optimizing LLM Performance with LM Cache: Architectures, Strategies, and Real-World Applications By @nileshbh [ 31 Min read ] LM Cache boosts LLM efficiency, scalability, and cost savings by letting the system remember previous outputs and complementing other optimizations. Read More. 10 Years of Ethereum: A Pool Founder on the Merge, the Mining Myths, and What Comes Next By @MichaelJerlis [ 4 Min read ] EMCD CEO Evgeny Kitkin talks about how the market has evolved and how the company entered the market. Read More. How to Deploy Vertex AI Workbench with Terraform ā Without UI Pain By @timonovid_ir5em1fo [ 11 Min read ] Practical guide to automating Vertex AI Workbench on GCP with Terraform modules and GitLab CIāstandardized configs, cost savings, and compliance-friendly workfl Read More. How I Built Local-First Apps with React Native + RxDB (and Why Your App Probably Needs This Too) By @devfamdk [ 11 Min read ] Local-first apps process data locally, sync it when you can. This means users stay happy, and you donāt get midnight āthe appās brokenā calls. Read More. BNS ā Your Identity & Access Layer in the Confidential Web By @beldexcoin [ 5 Min read ] This article delves into the Beldex Name Service (BNS), a decentralized domain name service on the Beldex blockchain network. Read More. How McKinsey Rebuilt Its Business Around AIāAnd Why Itās Working By @hacker68060072 [ 4 Min read ] Discover how McKinsey integrated AI into their operations to drive efficiency, collaboration, and real business value. Learn from their approach. Read More. Why Hydra Is the Most Practical Scaling Solution in Web3 By @iohk [ 6 Min read ] Hydra is Cardanoās practical Layer 2 scaling solution, boosting speed, reducing costs, and enabling secure, modular dApp development for Web3 builders. Read More. Solo Satoshi Releases the NerdQaxe++ a Sleek and Quiet Desktop Bitcoin Miner By @OpenSourceTheWorld [ 3 Min read ] Solo Satoshi announces NerdQaxe++ a sleek desktop Bitcoin solo miner delivering up to 6 TH/s with open firmware, low noise, and easy setup. See specs and buy. Read More. How Graphs Boost LLM Precision and Explainability in Cybersecurity By @leongoldberg1 [ 6 Min read ] When you combine graph representations with LLM reasoning, you get precision and explainability at a level flat data structures cannot match. Read More. **[Mac.c Stealer Takes on AMOS: A New Rival Shakes Up the macOS Infostealer Market](https://hackernoon.com/macc-stealer-takes-on-amos-a-new-rival-shakes-up-the-macos-infostealer-market)** By @moonlock [ 8 Min read ] Moonlock analysed Mac.c stealer, a new rival to AMOS. Learn its tactics, code reuse, and "building in public" strategy. Read More. Microservices: Is It Worth the Trouble? By @neyrox [ 4 Min read ] Microservices are not a silver bullet. Theyāre useful for huge projects and teams ā but the monolith is not obsolete and is not technical debt by default. Read More. Presale Stage 10 for Ethereum Meme Coin Little Pepe (LILPEPE) Comes to an End By @kashvipandey [ 3 Min read ] Little Pepe (LILPEPE) hits Stage 11 presale with $19.3M raised, 1.5x returns locked in, and Layer-2 utility driving hype before its $0.003 listing. Read More. The Next Big Thing Isnāt on Your Phone: Itās AI-Powered XR, and Itās Already Taking Over - Part I By @romanaxelrod [ 9 Min read ] This article charts Big Techās convergence on AIāpowered XR as the next paradigm, profiling Apple, Google, Meta, OpenAI, and others racing to deliver it. Read More. The Bookmarklet Hack OpenAI Doesnāt Want You to Know About By @regravity [ 6 Min read ] OpenAIās Assistants API has no way to list thread IDs. Hereās a 3-line bookmarklet that scrapes them all and puts control back in your hands. Read More. Breaking Into Quant Trading: A Practical, No-Fluff Guide By @ruslan4ezzz [ 12 Min read ] How to get a quant trading job: role types, interview prep, XYZ rĆ©sumĆ© examples, portfolio tips, and a step-by-step strategy for offers in a competitive market. Read More. VERSES AI Changes Robotics Forever With Active Inference Breakthrough By @deniseholt [ 16 Min read ] Robots evolve from rigid tools to adaptive teammates with VERSES AIās Active Inference, enabling real-time reasoning, safety, and collaboration. Read More. Perch 2.0: Bioacoustics Model for Species Identification By @hacker-Antho [ 8 Min read ] The intersection of artificial intelligence and environmental conservation is rapidly expanding. Read More. š§āš» 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 ā¬ļøā¬ļøā¬ļø 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 āļø
The TechBeat: Why Hydra Is the Most Practical Scaling Solution in Web3 (8/19/2025)
How are you, hacker? šŖWant 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. ## The Dating App Breach That Turned Into a Biometric Black Mirror Episode 
By @qryptonic [ 6 Min read ] Tea's Firebase misconfiguration exposed 1.1M sensitive messages. Read More.
The Best AI Web Scraper Tools in 2025: Top Picks, Features & Pricing 
By @oxylabs [ 7 Min read ] Discover the 8 best AI web scrapers of 2025, from Oxylabs to Octoparse, with features, pricing, and use cases for every skill level and business need. Read More.
Bonuz CEO Matthias Mende On Redefining Web3 Engagement 
By @penworth [ 9 Min read ] Olayimika Oyebanji sits down with Matthias Mende to uncover insights into conquering web3 engagement. Read More.
Optimizing LLM Performance with LM Cache: Architectures, Strategies, and Real-World Applications 
By @nileshbh [ 31 Min read ] LM Cache boosts LLM efficiency, scalability, and cost savings by letting the system remember previous outputs and complementing other optimizations. Read More.
10 Years of Ethereum: A Pool Founder on the Merge, the Mining Myths, and What Comes Next 
By @MichaelJerlis [ 4 Min read ] EMCD CEO Evgeny Kitkin talks about how the market has evolved and how the company entered the market. Read More.
How to Deploy Vertex AI Workbench with Terraform ā Without UI Pain 
By @timonovid_ir5em1fo [ 11 Min read ] Practical guide to automating Vertex AI Workbench on GCP with Terraform modules and GitLab CIāstandardized configs, cost savings, and compliance-friendly workfl Read More.
How I Built Local-First Apps with React Native + RxDB (and Why Your App Probably Needs This Too) 
By @devfamdk [ 11 Min read ] Local-first apps process data locally, sync it when you can. This means users stay happy, and you donāt get midnight āthe appās brokenā calls. Read More.
BNS ā Your Identity & Access Layer in the Confidential Web 
By @beldexcoin [ 5 Min read ] This article delves into the Beldex Name Service (BNS), a decentralized domain name service on the Beldex blockchain network. Read More.
How McKinsey Rebuilt Its Business Around AIāAnd Why Itās Working 
By @hacker68060072 [ 4 Min read ] Discover how McKinsey integrated AI into their operations to drive efficiency, collaboration, and real business value. Learn from their approach. Read More.
Why Hydra Is the Most Practical Scaling Solution in Web3 
By @iohk [ 6 Min read ] Hydra is Cardanoās practical Layer 2 scaling solution, boosting speed, reducing costs, and enabling secure, modular dApp development for Web3 builders. Read More.
Solo Satoshi Releases the NerdQaxe++ a Sleek and Quiet Desktop Bitcoin Miner 
By @OpenSourceTheWorld [ 3 Min read ] Solo Satoshi announces NerdQaxe++ a sleek desktop Bitcoin solo miner delivering up to 6 TH/s with open firmware, low noise, and easy setup. See specs and buy. Read More.
How Graphs Boost LLM Precision and Explainability in Cybersecurity 
By @leongoldberg1 [ 6 Min read ] When you combine graph representations with LLM reasoning, you get precision and explainability at a level flat data structures cannot match. Read More.
**[Mac.c Stealer Takes on AMOS:
A New Rival Shakes Up the macOS Infostealer Market](https://hackernoon.com/macc-stealer-takes-on-amos-a-new-rival-shakes-up-the-macos-infostealer-market)** 
By @moonlock [ 8 Min read ] Moonlock analysed Mac.c stealer, a new rival to AMOS. Learn its tactics, code reuse, and "building in public" strategy. Read More.
Microservices: Is It Worth the Trouble? 
By @neyrox [ 4 Min read ] Microservices are not a silver bullet. Theyāre useful for huge projects and teams ā but the monolith is not obsolete and is not technical debt by default. Read More.
Presale Stage 10 for Ethereum Meme Coin Little Pepe (LILPEPE) Comes to an End 
By @kashvipandey [ 3 Min read ] Little Pepe (LILPEPE) hits Stage 11 presale with $19.3M raised, 1.5x returns locked in, and Layer-2 utility driving hype before its $0.003 listing. Read More.
The Next Big Thing Isnāt on Your Phone: Itās AI-Powered XR, and Itās Already Taking Over - Part I 
By @romanaxelrod [ 9 Min read ] This article charts Big Techās convergence on AIāpowered XR as the next paradigm, profiling Apple, Google, Meta, OpenAI, and others racing to deliver it. Read More.
The Bookmarklet Hack OpenAI Doesnāt Want You to Know About 
By @regravity [ 6 Min read ] OpenAIās Assistants API has no way to list thread IDs. Hereās a 3-line bookmarklet that scrapes them all and puts control back in your hands. Read More.
Breaking Into Quant Trading: A Practical, No-Fluff Guide 
By @ruslan4ezzz [ 12 Min read ] How to get a quant trading job: role types, interview prep, XYZ rƩsumƩ examples, portfolio tips, and a step-by-step strategy for offers in a competitive market. Read More.
VERSES AI Changes Robotics Forever With Active Inference Breakthrough 
By @deniseholt [ 16 Min read ] Robots evolve from rigid tools to adaptive teammates with VERSES AIās Active Inference, enabling real-time reasoning, safety, and collaboration. Read More.
Perch 2.0: Bioacoustics Model for Species Identification 
By @hacker-Antho [ 8 Min read ] The intersection of artificial intelligence and environmental conservation is rapidly expanding. Read More. š§āš» 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 ā¬ļøā¬ļøā¬ļø 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 āļø 
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Google's AP2 protocol has been released. Does encrypted AI still have a chance?
Following the MCP and A2A protocols, the AI Agent market has seen another blockbuster arrival: the Agent Payments Protocol (AP2), developed by Google. This will clearly further enhance AI Agents' autonomous multi-tasking capabilities, but the unfortunate reality is that it has little to do with web3AI. Let's take a closer look: What problem does AP2 solve? Simply put, the MCP protocol is like a universal hook, enabling AI agents to connect to various external tools and data sources; A2A is a team collaboration communication protocol that allows multiple AI agents to cooperate with each other to complete complex tasks; AP2 completes the last piece of the puzzle - payment capability. In other words, MCP opens up connectivity, A2A promotes collaboration efficiency, and AP2 achieves value exchange. The arrival of AP2 truly injects "soul" into the autonomous collaboration and task execution of Multi-Agents. Imagine AI Agents connecting Qunar, Meituan, and Didi to complete the booking of flights, hotels, and car rentals, but then getting stuck at the point of "self-payment." What's the point of all that multitasking? So, remember this: AP2 is an extension of MCP+A2A, solving the last mile problem of AI Agent automated execution. What are the technical highlights of AP2? The core innovation of AP2 is the Mandates mechanism, which is divided into real-time authorization mode and delegated authorization mode. Real-time authorization is easy to understand. The AI Agent finds the product and shows it to you. The operation can only be performed after the user signs. Delegated authorization requires the user to set rules in advance, such as only buying the iPhone 17 when the price drops to 5,000. The AI Agent monitors the trigger conditions and executes automatically. The implementation logic is cryptographically signed using Verifiable Credentials (VCs). 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From now on, AI Agents can open up many application scenarios. For example, AI Agents for stock investment and financial management can help us monitor the market 24/7 and conduct independent transactions. Enterprise procurement AI Agents can automatically replenish and renew without human intervention. AP2's complementary payment capabilities will further expand the penetration of the Agent-to-Agent economy into more scenarios. Google obviously understands that after the technical framework is established, the ecological implementation must be relied upon, so it has brought in more than 60 partners to develop it, almost covering the entire payment and business ecosystem. Interestingly, it also involves major Crypto players such as Ethereum, Coinbase, MetaMask, and Sui. Combined with the current trend of currency and stock integration, the imagination space has been doubled. Is web3 AI really dead? Not entirely. 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