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Artificial Minds, Human Consequences: Explaining AI’s Impact on Our Education, Cognition, and More

Healthcare Tech, Healthcare - October 10, 2024 - HackerNoon, the independent technology publishing platform, is pleased to announce the nominees for its annual “Startups of The Year” award, featuring the most promising and innovative companies in the Healthcare Tech startup ecosystem. The list, compiled by the HackerNoon team, showcases 30 startups making significant contributions and driving innovation in the Healthcare Tech industry. https://youtu.be/XOpG6B4AKPU?embedable=true Nominations are open - learn more here. You can nominate your company as the Startup of The Year in the Healthcare Tech industry here. The Startups in the Healthcare Tech industry nominated for Startups of The Year 2024 include: QUALITY HEALTHCARE CENTER
Your Cue
GUTolution
LonVi
HealingHand Tech
BioLinker
FoundationDx
Wassor Womanity
Lumena MindGym
Caare Foundation
Dimple Bindra
Mercurial AI
AGPHARM BIOINNOVATIONS LLP
PetPal PH
Secured Health
MedGos
Aicury
Biocell
Kobeesco
BetterSpace
Wuru
VitruvianMD
Glooma
STMPatch
CARÁ Health
Vuala
Forte Biotech - RAPID Aquaculture Diagnostics
Tenang AI
Alithea Bio
Mindcafe India “We are thrilled to recognize the top startups in the Healthcare Tech industry and celebrate their achievements,” said David Smooke, HackerNoon Founder & CEO. “Starting and sustaining a company is difficult. We’re honored to showcase their work and impact.” Why It Pays Off to Be Nominated Startups of The Year 2024 is a 100% community-driven voting event recognizing startups transforming technology and the world for the better. Starting October 1st, 2024, the internet can nominate and vote for the best ventures in their city and industry. People can nominate their favorite startups until October 31st, and vote once per day per award for who they think should be Startup of The Year up to March 31st, 2025. Winners will be announced in April 2025, after a comprehensive evaluation by the HackerNoon team. Apart from validation from the world's greenest tech publication, all nominees get free interviews relevant to their region and industry. They will also receive curated startup-friendly packages and a free version of their very own Evergreen Tech Company News Page on HackerNoon. In sum, being nominated gives you major credibility as one of the top startups globally and an expert in your industry, meaning even without winning, you still gain tons of exposure. Nominations are open - learn more here. You can nominate your company as the Startup of The Year in the Healthcare Tech industry here. About HackerNoon’s Startups of The Year Startups of The Year 2024 is HackerNoon’s flagship community-driven event celebrating startups, technology, and the spirit of innovation. Currently in its third iteration, the prestigious Internet award recognizes and celebrates tech startups of all shapes and sizes. This year, over 150,000 entities across 4200+ cities, 6 continents, and 100+ industries will participate in a bid to be crowned the best startup of the year! Millions of votes have been cast over the past few years, and many stories have been written about these daring and rising startups. The winners will get a free interview on HackerNoon and an Evergreen Tech Company News page. Visit our FAQ page to learn more. Download our design assets here. Check out the Startups of The Year Merch Shop here. HackerNoon’s Startups of The Year is a branding opportunity unlike any other. Whether your goal is brand awareness or lead generation, HackerNoon has curated startup-friendly packages to solve your marketing challenges. Meet our sponsors: Wellfound: Join the #1 global, startup-focused community. At Wellfound, we're not just a job board—we're the place where top startup talent and the world's most exciting companies connect to build the future. Notion: Notion is trusted and loved by thousands of startups as their connected workspace—from building product roadmaps to tracking fundraising. Try Notion with unlimited AI, FREE for up to 6 months, to build and scale your company with one powerful tool. Get your offer now! Hubspot: If you’re looking for a smart CRM platform that meets the needs of small businesses, look no further than HubSpot. Seamlessly connect your data, teams and customers in one easy-to-use scalable platform that grows with your business. Get started for free. Bright Data: Startups that leverage public web data can make faster, data-driven decisions, giving them a competitive edge. With Bright Data’s scalable web data collection, businesses can grow from a small operation to an enterprise by harnessing insights at every stage. Algolia: Algolia NeuralSearch is the world's only AI end-to-end Search and Discovery Platform combining powerful keyword and natural language processing in a single API. Healthcare Tech, Healthcare - October 10, 2024 - HackerNoon, the independent technology publishing platform, is pleased to announce the nominees for its annual “Startups of The Year” award, featuring the most promising and innovative companies in the Healthcare Tech startup ecosystem. Healthcare Tech, Healthcare - October 10, 2024 - HackerNoon, the independent technology publishing platform, is pleased to announce the nominees for its annual “Startups of The Year” award, featuring the most promising and innovative companies in the Healthcare Tech startup ecosystem. Healthcare Tech , Healthcare Healthcare Tech - October 10, 2024 - October 10, 2024 - HackerNoon, the independent technology publishing platform, is pleased to announce the nominees for its annual “ Startups of The Year ” award, featuring the most promising and innovative companies in the Startups of The Year startup ecosystem. The list, compiled by the HackerNoon team, showcases 30 startups making significant contributions and driving innovation in the Healthcare Tech industry. https://youtu.be/XOpG6B4AKPU?embedable=true https://youtu.be/XOpG6B4AKPU?embedable=true Nominations are open - learn more here. You can nominate your company as the Startup of The Year in the Healthcare Tech industry here. Nominations are open - learn more here . You can nominate your company as the Startup of The Year in the Healthcare Tech industry here . here Startup of The Year in Startup of The Year in the Healthcare Tech industry here here The Startups in the Healthcare Tech industry nominated for Startups of The Year 2024 include: Startups in Startups in Startups in the Healthcare Tech industry the Healthcare Tech industry nominated QUALITY HEALTHCARE CENTER Your Cue GUTolution LonVi HealingHand Tech BioLinker FoundationDx Wassor Womanity Lumena MindGym Caare Foundation Dimple Bindra Mercurial AI AGPHARM BIOINNOVATIONS LLP PetPal PH Secured Health MedGos Aicury Biocell Kobeesco BetterSpace Wuru VitruvianMD Glooma STMPatch CARÁ Health Vuala Forte Biotech - RAPID Aquaculture Diagnostics Tenang AI Alithea Bio Mindcafe India QUALITY HEALTHCARE CENTER Your Cue GUTolution LonVi HealingHand Tech BioLinker FoundationDx Wassor Womanity Lumena MindGym Caare Foundation Dimple Bindra Mercurial AI AGPHARM BIOINNOVATIONS LLP PetPal PH Secured Health MedGos Aicury Biocell Kobeesco BetterSpace Wuru VitruvianMD Glooma STMPatch CARÁ Health Vuala Forte Biotech - RAPID Aquaculture Diagnostics Tenang AI Alithea Bio Mindcafe India “We are thrilled to recognize the top startups in the Healthcare Tech industry and celebrate their achievements,” said David Smooke, HackerNoon Founder & CEO. “Starting and sustaining a company is difficult. We’re honored to showcase their work and impact.” “We are thrilled to recognize the top startups in the Healthcare Tech industry and celebrate their achievements,” said David Smooke, HackerNoon Founder & CEO. “Starting and sustaining a company is difficult. We’re honored to showcase their work and impact.” “We are thrilled to recognize the top startups in the Healthcare Tech industry and celebrate their achievements,” said David Smooke, HackerNoon Founder & CEO . “Starting and sustaining a company is difficult. We’re honored to showcase their work and impact.” David Smooke, HackerNoon Founder & CEO Why It Pays Off to Be Nominated Startups of The Year 2024 is a 100% community-driven voting event recognizing startups transforming technology and the world for the better. Starting October 1st, 2024, the internet can nominate and vote for the best ventures in their city and industry. People can nominate their favorite startups until October 31st , and vote once per day per award for who they think should be Startup of The Year up to March 31st, 2025. Winners will be announced in April 2025, after a comprehensive evaluation by the HackerNoon team. Startups of The Year 2024 nominate their favorite startups until October 31st nominate their favorite startups Apart from validation from the world's greenest tech publication, all nominees get free interviews relevant to their region and industry. They will also receive curated startup-friendly packages and a free version of their very own Evergreen Tech Company News Page on HackerNoon. get free interviews startup-friendly packages startup-friendly packages Evergreen Tech Company News Evergreen Tech Company News In sum, being nominated gives you major credibility as one of the top startups globally and an expert in your industry, meaning even without winning, you still gain tons of exposure. Nominations are open - learn more here. You can nominate your company as the Startup of The Year in the Healthcare Tech industry here. Nominations are open - learn more here . You can nominate your company as the Startup of The Year in the Healthcare Tech industry here . here Startup of The Year in Startup of The Year in the Healthcare Tech industry here here About HackerNoon’s Startups of The Year Startups of The Year 2024 is HackerNoon’s flagship community-driven event celebrating startups, technology, and the spirit of innovation. Currently in its third iteration, the prestigious Internet award recognizes and celebrates tech startups of all shapes and sizes. This year, over 150,000 entities across 4200+ cities, 6 continents, and 100+ industries will participate in a bid to be crowned the best startup of the year! Millions of votes have been cast over the past few years, and many stories have been written about these daring and rising startups. Startups of The Year 2024 Startups of The Year 2024 many stories many stories The winners will get a free interview on HackerNoon and an Evergreen Tech Company News page. free interview on HackerNoon Evergreen Tech Company News Evergreen Tech Company News Visit our FAQ page to learn more. FAQ FAQ Download our design assets here . here here Check out the Startups of The Year Merch Shop here . here here HackerNoon’s Startups of The Year is a branding opportunity unlike any other. Whether your goal is brand awareness or lead generation, HackerNoon has curated startup-friendly packages to solve your marketing challenges. startup-friendly packages startup-friendly packages Meet our sponsors: Meet our sponsors: Meet our sponsors: Wellfound: Join the #1 global, startup-focused community . At Wellfound, we're not just a job board—we're the place where top startup talent and the world's most exciting companies connect to build the future. Wellfound: Join the #1 global, startup-focused community Join the #1 global, startup-focused community Notion: Notion is trusted and loved by thousands of startups as their connected workspace—from building product roadmaps to tracking fundraising. Try Notion with unlimited AI, FREE for up to 6 months , to build and scale your company with one powerful tool. Get your offer now ! Notion: Try Notion with unlimited AI, FREE for up to 6 months Get your offer now ! Hubspot: If you’re looking for a smart CRM platform that meets the needs of small businesses, look no further than HubSpot. Seamlessly connect your data, teams and customers in one easy-to-use scalable platform that grows with your business. Get started for free . Hubspot: Get started for free Get started for free Bright Data: Startups that leverage public web data can make faster, data-driven decisions, giving them a competitive edge. With Bright Data’s scalable web data collection , businesses can grow from a small operation to an enterprise by harnessing insights at every stage. Bright Data: Bright Data’s scalable web data collection Bright Data’s scalable web data collection Algolia: Algolia NeuralSearch is the world's only AI end-to-end Search and Discovery Platform combining powerful keyword and natural language processing in a single API. Algolia: AI end-to-end Search and Discovery Platform AI end-to-end Search and Discovery Platform

Startups of the Year 2024: 5,508 Startups Nominated in the Healthcare Tech Industry

2024 maran qalltawinaka: 5.508 Qalltawinakaw Industria Tecnológica de Salud ukan sutinchata

Стартъпи на 2024 г.: 5 508 стартиращи фирми, номинирани в технологичната индустрия на здравеопазването

Startups del año 2024: 5.508 startups nominadas en la industria de tecnología sanitaria

स्टार्टअप्स ऑफ द ईयर 2024: हेल्थकेयर टेक इंडस्ट्री में 5,508 स्टार्टअप नामांकित

Startup Tahun 2024: 5.508 Startup Masuk Nominasi di Industri Teknologi Kesehatan

2024年のスタートアップ・オブ・ザ・イヤー：ヘルスケア・テック業界で5,508社のスタートアップがノミネート

2024 жылдың стартаптары: денсаулық сақтау саласындағы 5 508 стартап ұсынылды

2024년 올해의 스타트업: 헬스케어 기술 산업에 지명된 5,508개 스타트업

स्टार्टअप अफ द इयर २०२४: ५,५०८ स्टार्टअपहरू हेल्थकेयर टेक उद्योगमा मनोनीत

Стартапи године 2024: 5.508 стартапа номинованих у здравственој технолошкој индустрији

Årets startups 2024: 5 508 startups nominerade inom Healthcare Tech Industry

Mga Startup ng Taon 2024: 5,508 Startup na Nominado sa Healthcare Tech Industry

The Dark Systems Manual

ডার্ক সিস্টেম ম্যানুয়াল

Priručnik za mračne sisteme

Manual de sistemas oscuros

کتابچه راهنمای سیستم های تاریک

डार्क सिस्टम्स मैनुअल

ダークシステムマニュアル

Харанхуй системийн гарын авлага

De handleiding voor donkere systemen

Mwongozo wa Mifumo ya Giza

தி டார்க் சிஸ்டம்ஸ் கையேடு

Buku ya Tisisiteme ta Munyama

Imanuwali Yezinhlelo Ezimnyama

SINGAPORE, Singapore, September 20th, 2024/Chainwire/--Mantle’s flagship game, Catizen, officially launched its token, $CATI, on multiple exchanges today, including Binance, OKX, Bybit, Gate.io, and Bitget. As the most profitable mini-game on Telegram, Catizen seamlessly integrates Telegram with The Open Network / TON (L1) and Mantle Network (L2). $CATI, as the universal token of the Catizen ecosystem, is issued on both the TON and Mantle. It can be used in the mini-app center and open tasks, providing users with the opportunity to participate in the Launchpool “Stake to Earn,” further promoting the development of the entire gaming ecosystem. The $CATI token will exist in a parallel relationship on TON and Mantle, with a maximum supply of 1 billion tokens on each. However, the actual total supply will remain at 1 billion across the two blockchains through a locking mechanism. Currently, cross-chain transfers of $CATI can be done through Bybit exchange. The balance between the two chains is maintained through mutual locking contracts. For example, if Catizen airdrops 10 million $CATI to Mantle game users, 990 million $CATI of the 1 billion on Mantle Network will enter the locking contract, while 10 million $CATI of the 1 billion on TON will enter the locking contract to ensure that the total circulation on both chains remains capped at 1 billion. Since receiving Mantle EcoFund’s major investment in February 2023, Catizen, developed by Pluto Studio, has skyrocketed in popularity, becoming one of the most successful blockchain games globally, with over 36 million players. Catizen’s success can be reflected in the following impressive metrics: Over $30 million in revenue generated within just 6 months Over 7 million Daily Active Users (DAU) 3 million on-chain users, with over 600,000 on the Mantle blockchain Over 1 million paying users, with an Average Revenue per Paying User (ARPPU) of $27, totaling $27 million in revenue More than 1 million MNT and 40 million $FISH tokens distributed as rewards exclusively to Mantle Catizen users High-quality transactions: users bind wallets, sign contracts, and pay gas fees in MNT or TON for each transaction. More than half of the wallets hold at least $10 or more in assets By providing exclusive benefits through the Mantle and TON, Catizen has demonstrated its unparalleled ability to onboard users into Web3 on a massive scale, leading the next wave of Web3 gaming economies. For more information: Catizen on Mantle statistics: $CATI airdrop details: About Mantle Mantle Ecosystem comprises an Ethereum layer 2 (L2) — Mantle Network, a decentralized autonomous organization (DAO) — Mantle Governance, one of the largest on-chain treasuries — Mantle Treasury, and an Ether (ETH) liquid staking protocol — Mantle LSP: all built on Ethereum. Mantle token ($MNT) is the unified product and governance token of the ecosystem. Mantle’s first core product is Mantle Network, an Ethereum L2. Mantle Network strives to be compatible with the Ethereum Virtual Machine (EVM). Mantle Network’s modular architecture separates transaction execution, data availability, and transaction finality into modules — which can be individually upgraded and adopt the latest innovations. Mantle Network is the first L2 to partner with ETH restaking protocol EigenLayer for the data availability module. By adopting a rollup architecture, Mantle Network is secured by Ethereum. As the world’s first DAO-spawned L2, Mantle Network is pioneering a vision for the mass adoption of token-governed technologies. The current mainnet version, Mantle Network Mainnet v2 Tectonic (Mantle v2 Tectonic), went live on March 15, 2024. Mantle Network’s infrastructure is meticulously designed to handle the demands of the web3 gaming stack, enabling the creation of a connected and expansive gaming universe where assets have real value beyond a single game's ecosystem. Closely intertwined with Mantle initiatives such as Hyperplay, Mantle Network’s ecosystem of expertise and resources facilitates a streamlined process for developers to build and deploy their gaming projects. To support the next-generation of innovators, builders, and developers, Mantle is growing its ecosystem via Mantle Grants Program and Mantle EcoFund, a catalyzed capital pool of $200M. Mantle’s Showcase Apps program lends additional support and publicity to ecosystem projects in categories such as real world assets (RWA). For more information, readers can please visit: Website | X/Twitter | Devs X/Twitter | Discord | Telegram | YouTube | Blog | GitHub About Catizen Catizen is a revolutionary gaming bot on Telegram that seamlessly integrates the messaging app Telegram with multiple blockchains, including TON and Mantle Network. It redefines Web 3.0 experiences by enabling mobile payments with both crypto currencies and fiat currencies. By tapping into Telegram's vast user base, Catizen aims to create a Web 3.0 traffic hub on an unprecedented scale. Additionally, Catizen is evolving into a Mini-app Center, integrating features from launchpool platforms, such as early access to new projects, token-based activities, transaction capabilities, along with short videos and e-commerce functionalities. This innovative approach will attract and engage users through gamification and strategic Play-to-Airdrop initiatives, transforming how users access and engage with the Web 3.0 ecosystem. For more information, readers can please visit:  X | Official Website | Telegram | Telegram Chat | Bot Contact Mantle's Communications Team Mantle windrangerlabs@wachsman.com This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here. SINGAPORE, Singapore, September 20th, 2024/Chainwire/--Mantle’s flagship game, Catizen, officially launched its token, $CATI, on multiple exchanges today, including Binance, OKX, Bybit, Gate.io, and Bitget. As the most profitable mini-game on Telegram, Catizen seamlessly integrates Telegram with The Open Network / TON (L1) and Mantle Network (L2). $CATI, as the universal token of the Catizen ecosystem, is issued on both the TON and Mantle. It can be used in the mini-app center and open tasks, providing users with the opportunity to participate in the Launchpool “Stake to Earn,” further promoting the development of the entire gaming ecosystem. The $CATI token will exist in a parallel relationship on TON and Mantle, with a maximum supply of 1 billion tokens on each. However, the actual total supply will remain at 1 billion across the two blockchains through a locking mechanism. Currently, cross-chain transfers of $CATI can be done through Bybit exchange. The balance between the two chains is maintained through mutual locking contracts. For example, if Catizen airdrops 10 million $CATI to Mantle game users, 990 million $CATI of the 1 billion on Mantle Network will enter the locking contract, while 10 million $CATI of the 1 billion on TON will enter the locking contract to ensure that the total circulation on both chains remains capped at 1 billion. Since receiving Mantle EcoFund’s major investment in February 2023, Catizen, developed by Pluto Studio, has skyrocketed in popularity, becoming one of the most successful blockchain games globally, with over 36 million players. Catizen’s success can be reflected in the following impressive metrics: Over $30 million in revenue generated within just 6 months Over $30 million in revenue generated within just 6 months Over 7 million Daily Active Users (DAU) Over 7 million Daily Active Users (DAU) 3 million on-chain users, with over 600,000 on the Mantle blockchain Over 1 million paying users, with an Average Revenue per Paying User (ARPPU) of $27, totaling $27 million in revenue Over 1 million paying users, with an Average Revenue per Paying User (ARPPU) of $27, totaling $27 million in revenue More than 1 million MNT and 40 million $FISH tokens distributed as rewards exclusively to Mantle Catizen users More than 1 million MNT and 40 million $FISH tokens distributed as rewards exclusively to Mantle Catizen users High-quality transactions: users bind wallets, sign contracts, and pay gas fees in MNT or TON for each transaction. More than half of the wallets hold at least $10 or more in assets High-quality transactions: users bind wallets, sign contracts, and pay gas fees in MNT or TON for each transaction. More than half of the wallets hold at least $10 or more in assets By providing exclusive benefits through the Mantle and TON, Catizen has demonstrated its unparalleled ability to onboard users into Web3 on a massive scale, leading the next wave of Web3 gaming economies. For more information: Catizen on Mantle statistics : Mantle statistics $CATI airdrop details : $CATI airdrop details About Mantle Mantle Ecosystem comprises an Ethereum layer 2 (L2) — Mantle Network, a decentralized autonomous organization (DAO) — Mantle Governance, one of the largest on-chain treasuries — Mantle Treasury, and an Ether (ETH) liquid staking protocol — Mantle LSP: all built on Ethereum. Mantle token ($MNT) is the unified product and governance token of the ecosystem. Mantle’s first core product is Mantle Network, an Ethereum L2. Mantle Network strives to be compatible with the Ethereum Virtual Machine (EVM). Mantle Network’s modular architecture separates transaction execution, data availability, and transaction finality into modules — which can be individually upgraded and adopt the latest innovations. Mantle Network is the first L2 to partner with ETH restaking protocol EigenLayer for the data availability module. By adopting a rollup architecture, Mantle Network is secured by Ethereum. As the world’s first DAO-spawned L2, Mantle Network is pioneering a vision for the mass adoption of token-governed technologies. The current mainnet version, Mantle Network Mainnet v2 Tectonic (Mantle v2 Tectonic), went live on March 15, 2024. Mantle Network’s infrastructure is meticulously designed to handle the demands of the web3 gaming stack, enabling the creation of a connected and expansive gaming universe where assets have real value beyond a single game's ecosystem. Closely intertwined with Mantle initiatives such as Hyperplay, Mantle Network’s ecosystem of expertise and resources facilitates a streamlined process for developers to build and deploy their gaming projects. To support the next-generation of innovators, builders, and developers, Mantle is growing its ecosystem via Mantle Grants Program and Mantle EcoFund, a catalyzed capital pool of $200M. Mantle’s Showcase Apps program lends additional support and publicity to ecosystem projects in categories such as real world assets (RWA). For more information, readers can please visit: Website | X/Twitter | Devs X/Twitter | Discord | Telegram | YouTube | Blog | GitHub Website Website X/Twitter X/Twitter Devs X/Twitter Devs X/Twitter Discord Discord Telegram Telegram YouTube YouTube Blog Blog GitHub GitHub About Catizen Catizen is a revolutionary gaming bot on Telegram that seamlessly integrates the messaging app Telegram with multiple blockchains, including TON and Mantle Network. It redefines Web 3.0 experiences by enabling mobile payments with both crypto currencies and fiat currencies. By tapping into Telegram's vast user base, Catizen aims to create a Web 3.0 traffic hub on an unprecedented scale. Additionally, Catizen is evolving into a Mini-app Center, integrating features from launchpool platforms, such as early access to new projects, token-based activities, transaction capabilities, along with short videos and e-commerce functionalities. This innovative approach will attract and engage users through gamification and strategic Play-to-Airdrop initiatives, transforming how users access and engage with the Web 3.0 ecosystem. For more information, readers can please visit: X | Official Website | Telegram | Telegram Chat | Bot X Official Website Telegram Telegram Chat Bot Contact Mantle's Communications Team Mantle windrangerlabs@wachsman.com This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here. This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here . here

Catizen’s $CATI Token Lists On Multiple Exchanges

একাধিক এক্সচেঞ্জে ক্যাটিজেনের $CATI টোকেন তালিকা

El token $CATI de Catizen aparece en varios exchanges

Listas de tokens $CATI de Catizen en varios intercambios

Catizen の $CATI トークンが複数の取引所に上場

Catizen's $CATI Token Lists នៅលើការផ្លាស់ប្តូរច្រើន។

ລາຍຊື່ໂທເຄັນ $CATI ຂອງ Catizen ໃນການແລກປ່ຽນຫຼາຍຄັ້ງ

Списоци на токени $CATI на Catizen на повеќе размени

Catizen's $CATI Tokeni Rondedzero PaKuchinjana Kwakawanda

Listat e shenjave $CATI të Catizen në shkëmbime të shumta

Catizen இன் $CATI டோக்கன் பட்டியல்கள் பல பரிமாற்றங்களில்

รายชื่อโทเค็น $CATI ของ Catizen บนการแลกเปลี่ยนหลายแห่ง

Списки токенів $CATI Catizen на кількох біржах

Internal Developer Platforms (IDPs) represent a new approach to how developers work, offering a unified, self-service platform that simplifies much of the complexity around infrastructure and operational tasks. Let’s take a closer look at how these platforms are impacting the developer experience. What is an IDP? An Internal Developer Platform (IDP) is a self-service, centralized system designed to provide development teams with all the necessary tools, environments, and resources for building, testing, and deploying software. Unlike traditional infrastructure management, where developers may need to request resources or manually set up environments, an IDP automates these processes, allowing developers to concentrate solely on coding and delivering new features. IDPs streamline the development process by abstracting away the complexity of infrastructure management, automating repetitive tasks, and providing standardized workflows. This helps accelerate development cycles and minimize the risk of errors that can arise from developers' manual infrastructure management. Working closely with Platform Engineering The success of an Internal Developer Platform (IDP) is closely tied to the work of platform engineering teams. Platform engineering is the discipline dedicated to designing, building, and maintaining the underlying infrastructure developers rely on to deliver software. These platform teams are responsible for creating robust, scalable, and secure platforms that meet the diverse needs of development teams across the organization. The platform team selects and optimizes the tools, practices, and infrastructure the IDP provides to developers, ensuring everything is tuned for performance, security, and reliability. Platform engineering enables organizations to offer a consistent and reliable developer experience across various environments, from local development to production. Such consistency is crucial for maintaining high-quality software and reducing the cognitive load on developers, allowing them to focus on their core strength — writing code. IDPs Key Features One of the major strengths of an IDP is its ability to offer features specifically designed to meet the needs of modern development teams. These features aren't just nice-to-haves—they're essential tools that enable developers to work more efficiently and with greater autonomy. Below are some of the most critical features of an IDP: Self-service environments — IDPs allow developers to create and manage their development, testing, and staging environments on demand, without needing manual assistance from operations teams. This self-service capability speeds up the development process and reduces the delays typically caused by waiting for infrastructure to be provisioned.
On-demand infrastructure — With an IDP, developers can provision the infrastructure they need exactly when they need it, often with just a few clicks or API calls. This feature eliminates the bottlenecks of traditional infrastructure management, where requests for new resources might take days or even weeks to fulfill. On-demand infrastructure ensures that development teams can scale resources up or down according to the specific needs of their projects.
Integrated security — IDPs integrate security best practices directly into the development workflow, including automated security scans, vulnerability assessments, and compliance checks that run seamlessly alongside development activities. By embedding security into the platform, IDPs ensure that security considerations are addressed early and consistently throughout the development lifecycle.
Automated workflows and pipelines — IDPs often come with pre-configured CI/CD pipelines and automation tools that standardize and streamline the build, test, and deployment processes. While these automation pipelines can be customized to meet the specific needs of different teams or projects, their core functionality is to reduce errors, speed up release cycles, and ensure consistency across deployments.
Observability and monitoring — A strong IDP includes tools for observability and monitoring, giving developers insights into the performance and health of their applications. This feature enables developers to quickly identify and resolve issues, minimizing downtime and improving the overall quality of the software being developed. The Impact on Development Teams The adoption of IDPs significantly impacts development teams, fundamentally changing how they work and the outcomes they achieve. IDPs' influence on development teams can be both positive and negative, affecting the speed, quality, and coordination of the development process. Positive impacts: Resource utilization — IDPs often provide specialized knowledge and tools essential to the development process, allowing teams to concentrate on core functionalities and rely on IDPs for components or services beyond their immediate expertise.
Consistency and standards — IDPs help ensure that development teams follow organizational standards and best practices. This consistency can result in higher-quality outputs and more maintainable systems.
Efficiency through Reuse — Leveraging IDPs enables teams to reuse existing components, reducing duplication of effort and accelerating the development process, which is particularly beneficial in large organizations where similar functionalities are needed across multiple projects. Negative impacts: Dependency bottlenecks — A significant risk is the potential for bottlenecks. If a team is waiting on deliverables from an IDP, delays in the IDP can stall the entire project. This dependency can reduce the team’s agility and impact timelines.
Coordination challenges — Working with IDPs often requires extensive coordination and communication, which can become complex and time-consuming. Misalignment in priorities, schedules, or understanding of requirements between teams and IDPs can lead to inefficiencies and conflicts.
Reduced autonomy — Development teams may feel less autonomous when they rely heavily on IDPs. This reliance can lead to frustration if the IDP fails to meet expectations or is perceived as a hindrance to the development process. Wrapping up IDPs are changing the way development teams operate by equipping them with the tools, environments, and infrastructure needed to be more autonomous, productive, and efficient. Harnessing the power of platform engineering enables organizations to create robust IDPs that streamline development processes while improving the quality and security of their software. As you refine your development practices, adopting IDPs can serve as a strategic move to empower your developers and drive innovation within your organization. Internal Developer Platforms (IDPs) represent a new approach to how developers work, offering a unified, self-service platform that simplifies much of the complexity around infrastructure and operational tasks. Let’s take a closer look at how these platforms are impacting the developer experience. What is an IDP? What is an IDP? An Internal Developer Platform (IDP) is a self-service, centralized system designed to provide development teams with all the necessary tools, environments, and resources for building, testing, and deploying software. Unlike traditional infrastructure management, where developers may need to request resources or manually set up environments, an IDP automates these processes, allowing developers to concentrate solely on coding and delivering new features. Internal Developer Platform (IDP) Internal Developer Platform (IDP) self-service, centralized system IDPs streamline the development process by abstracting away the complexity of infrastructure management, automating repetitive tasks, and providing standardized workflows. This helps accelerate development cycles and minimize the risk of errors that can arise from developers' manual infrastructure management. Working closely with Platform Engineering Working closely with Platform Engineering The success of an Internal Developer Platform (IDP) is closely tied to the work of platform engineering teams. Platform engineering is the discipline dedicated to designing, building, and maintaining the underlying infrastructure developers rely on to deliver software. These platform teams are responsible for creating robust, scalable, and secure platforms that meet the diverse needs of development teams across the organization. platform platforms The platform team selects and optimizes the tools, practices, and infrastructure the IDP provides to developers, ensuring everything is tuned for performance, security, and reliability. Platform engineering enables organizations to offer a consistent and reliable developer experience across various environments, from local development to production. Such consistency is crucial for maintaining high-quality software and reducing the cognitive load on developers, allowing them to focus on their core strength — writing code. IDPs Key Features IDPs Key Features One of the major strengths of an IDP is its ability to offer features specifically designed to meet the needs of modern development teams. These features aren't just nice-to-haves—they're essential tools that enable developers to work more efficiently and with greater autonomy. Below are some of the most critical features of an IDP: Self-service environments — IDPs allow developers to create and manage their development, testing, and staging environments on demand, without needing manual assistance from operations teams. This self-service capability speeds up the development process and reduces the delays typically caused by waiting for infrastructure to be provisioned. On-demand infrastructure — With an IDP, developers can provision the infrastructure they need exactly when they need it, often with just a few clicks or API calls. This feature eliminates the bottlenecks of traditional infrastructure management, where requests for new resources might take days or even weeks to fulfill. On-demand infrastructure ensures that development teams can scale resources up or down according to the specific needs of their projects. Integrated security — IDPs integrate security best practices directly into the development workflow, including automated security scans, vulnerability assessments, and compliance checks that run seamlessly alongside development activities. By embedding security into the platform, IDPs ensure that security considerations are addressed early and consistently throughout the development lifecycle. Automated workflows and pipelines — IDPs often come with pre-configured CI/CD pipelines and automation tools that standardize and streamline the build, test, and deployment processes. While these automation pipelines can be customized to meet the specific needs of different teams or projects, their core functionality is to reduce errors, speed up release cycles, and ensure consistency across deployments. Observability and monitoring — A strong IDP includes tools for observability and monitoring, giving developers insights into the performance and health of their applications. This feature enables developers to quickly identify and resolve issues, minimizing downtime and improving the overall quality of the software being developed. Self-service environments — IDPs allow developers to create and manage their development, testing, and staging environments on demand, without needing manual assistance from operations teams. This self-service capability speeds up the development process and reduces the delays typically caused by waiting for infrastructure to be provisioned. Self-service environments On-demand infrastructure — With an IDP, developers can provision the infrastructure they need exactly when they need it, often with just a few clicks or API calls. This feature eliminates the bottlenecks of traditional infrastructure management, where requests for new resources might take days or even weeks to fulfill. On-demand infrastructure ensures that development teams can scale resources up or down according to the specific needs of their projects. On-demand infrastructure Integrated security — IDPs integrate security best practices directly into the development workflow, including automated security scans, vulnerability assessments, and compliance checks that run seamlessly alongside development activities. By embedding security into the platform, IDPs ensure that security considerations are addressed early and consistently throughout the development lifecycle. Integrated security Automated workflows and pipelines — IDPs often come with pre-configured CI/CD pipelines and automation tools that standardize and streamline the build, test, and deployment processes. While these automation pipelines can be customized to meet the specific needs of different teams or projects, their core functionality is to reduce errors, speed up release cycles, and ensure consistency across deployments. Automated workflows and pipelines CI/CD pipelines CI/CD pipelines Observability and monitoring — A strong IDP includes tools for observability and monitoring, giving developers insights into the performance and health of their applications. This feature enables developers to quickly identify and resolve issues, minimizing downtime and improving the overall quality of the software being developed. Observability and monitoring The Impact on Development Teams The Impact on Development Teams The adoption of IDPs significantly impacts development teams, fundamentally changing how they work and the outcomes they achieve. IDPs' influence on development teams can be both positive and negative, affecting the speed, quality, and coordination of the development process. Positive impacts: Positive impacts: Resource utilization — IDPs often provide specialized knowledge and tools essential to the development process, allowing teams to concentrate on core functionalities and rely on IDPs for components or services beyond their immediate expertise. Consistency and standards — IDPs help ensure that development teams follow organizational standards and best practices. This consistency can result in higher-quality outputs and more maintainable systems. Efficiency through Reuse — Leveraging IDPs enables teams to reuse existing components, reducing duplication of effort and accelerating the development process, which is particularly beneficial in large organizations where similar functionalities are needed across multiple projects. Resource utilization — IDPs often provide specialized knowledge and tools essential to the development process, allowing teams to concentrate on core functionalities and rely on IDPs for components or services beyond their immediate expertise. Resource utilization Consistency and standards — IDPs help ensure that development teams follow organizational standards and best practices. This consistency can result in higher-quality outputs and more maintainable systems. Consistency and standards Efficiency through Reuse — Leveraging IDPs enables teams to reuse existing components, reducing duplication of effort and accelerating the development process, which is particularly beneficial in large organizations where similar functionalities are needed across multiple projects. Efficiency through Reuse Negative impacts: Negative impacts: Dependency bottlenecks — A significant risk is the potential for bottlenecks. If a team is waiting on deliverables from an IDP, delays in the IDP can stall the entire project. This dependency can reduce the team’s agility and impact timelines. Coordination challenges — Working with IDPs often requires extensive coordination and communication, which can become complex and time-consuming. Misalignment in priorities, schedules, or understanding of requirements between teams and IDPs can lead to inefficiencies and conflicts. Reduced autonomy — Development teams may feel less autonomous when they rely heavily on IDPs. This reliance can lead to frustration if the IDP fails to meet expectations or is perceived as a hindrance to the development process. Dependency bottlenecks — A significant risk is the potential for bottlenecks. If a team is waiting on deliverables from an IDP, delays in the IDP can stall the entire project. This dependency can reduce the team’s agility and impact timelines. Dependency bottlenecks Coordination challenges — Working with IDPs often requires extensive coordination and communication, which can become complex and time-consuming. Misalignment in priorities, schedules, or understanding of requirements between teams and IDPs can lead to inefficiencies and conflicts. Coordination challenges Reduced autonomy — Development teams may feel less autonomous when they rely heavily on IDPs. This reliance can lead to frustration if the IDP fails to meet expectations or is perceived as a hindrance to the development process. Reduced autonomy Wrapping up Wrapping up IDPs are changing the way development teams operate by equipping them with the tools, environments, and infrastructure needed to be more autonomous, productive, and efficient. Harnessing the power of platform engineering enables organizations to create robust IDPs that streamline development processes while improving the quality and security of their software. As you refine your development practices, adopting IDPs can serve as a strategic move to empower your developers and drive innovation within your organization.

How Internal Developer Platforms Are Empowering Developers?

In the age of AI, speed, accuracy, and efficiency are not tradeoffs. However, palpable concerns over data control and user privacy have continued to linger due to the increasing number of centralized AI platforms dominating the space. The problem, which the overbearing presence of these corporations has created, is data silos– (a pejorative term for centralized data repositories), which have continued to create a barrier to the development and accessibility of AI. Decentralized AI –an open-source alternative for data privacy and ownership--represents a paradigm shift in artificial intelligence. Leveraging blockchain technology to distribute the processing, storage, and ownership of data across a network of nodes–it has the potential to revolutionize how AI models are developed, accessed, and used. Most importantly, as a collaborative approach,  it reflects the growing concerns about data privacy and the need to fulfill regulatory requirements such as the EU’s General Data Protection Regulation(GDPR). The emergence of decentralized AI was a response to the dominance of AI data silos, and it seeks to foster a decentralized ecosystem for collaborative data sharing, highlighting the inherent threats posed by centralized platforms wielding significant control over users’ data. In other words, AI is the new battleground for data sovereignty/control and user privacy. Decentralizing AI, therefore, comes down to breaking free from data silos and centralization and unlocking the full potential of AI. Combating the rise of AI data silos has witnessed the emergence of decentralized AI platforms such as Matchain, OpenCog Foundation, SingularityNet, Ocean Protocol, ObEN, etc. SingularityNet, for example, was established to serve as a hub for decentralized AI for AI services. The Arguments Against AI Data Silos AI data silos limit the potential of artificial intelligence models to learn from a diverse range of comprehensive datasets, hindering innovation and collaboration across various industries where AI is used. In traditional AI systems, data is controlled by large corporations with significant resources, often leading to centralization and a recurring breach of users' privacy. In the words of Stanford University professor and Google Cloud's former AI Chief Scientist, Fei-Fei Li: “The biggest challenge in AI is not the technology, but the data. Data silos are a major barrier to progress." Furthermore, the burning issue of user privacy has put a dent in traditional AI models due to their vulnerability to data breaches and the tendency to gain unauthorized access to data repositories without users' consent. The Arguments For Decentralized AI Giving users control over their data and ensuring data integrity is a long-standing advocacy. Since the 2018 Cambridge Analytica scandal involving a massive data breach, a more robust regulatory searchlight has been turned on giant tech companies and what they do with users’ data, fueling an era of increased distrust and suspicion. Meanwhile, the tremendous growth of AI over the past decade has made it the focal point in the ongoing battle for data sovereignty, with decentralized AI emerging as a user-centric approach to the control and ownership of data. According to Tim Swanson: ‘“Decentralized AI has the potential to fundamentally transform our relationship with technology. By empowering individuals and communities to control their own data and AI models, we can create a more equitable, transparent, and resilient digital world.” Similarly, Cathy O’Neil, a popular advocate for responsible AI, observed that: “Decentralized AI is a powerful tool for democratizing access to AI technology. By breaking down the barriers of centralization, we can empower individuals and communities to develop and deploy AI solutions that address their specific needs”. Revolutionizing The Data Landscape Data is the new oil of the digital economy. In the field of AI, the quality of data on which AI models are trained is of paramount importance. As Jeff Dean, Google AI’s Senior Fellow, rightly said: “The quality of your data determines the quality of your AI”. To overcome the challenges posed by centralized data storage, decentralized AI seeks to foster a collaborative ecosystem where data is shared securely in a transparent and controlled manner across multiple nodes without compromising users' privacy and security. This allows different organizations to leverage data from multiple sources. Decentralized AI blockchain plays a vital role in decentralized data sharing and in the storage of AI data, transforming how sensitive AI data is distributed, stored, and applied. This paradigm shift is evident in the use of smart contracts for automating data sharing between multiple nodes in a transparent manner. Similarly, decentralized AI leverages federated learning to preserve data privacy. Matchain Mainnet: A Case Study For Data Privacy And Ownership Matchain, a decentralized AI blockchain protocol, recently launched its Mainnet on the BNB Chain to address the privacy pitfalls of centralized data repositories and enhance data ownership in web3. Protecting user privacy is at the heart of its ecosystem. To this end, it leverages decentralized identifiers(DIDs) as a shield against unauthorized access to users' data repositories, enabling them full control over their information. The Mainnet launch positions Matchain as a pioneering leader in the decentralized AI and DID space.  From processing over 180 million transactions to building a community of 1.7 million subscribers on Telegram to hosting over 3 million players , it is poised to drive significant adoption. Most especially, it exemplifies the need for a scalable, secure and user-friendly ecosystem committed to cross-chain  identity management and data sovereignty. Conclusion Despite the tremendous growth of AI over the years, concerns about data integrity and user privacy have put a dent in it. The existence of AI data silos and centralized storage is a major hindrance to the further development of AI, necessitating an alternative model which facilitates transparent data sharing and mitigates bias. Decentralized AI has emerged as a practical solution to the dominance of centralized data repositories, fostering a collaborative and inclusive ecosystem for the storage and distribution of AI data, and empowering different organizations to take maximum advantage of AI. In the age of AI, speed, accuracy, and efficiency are not tradeoffs. However, palpable concerns over data control and user privacy have continued to linger due to the increasing number of centralized AI platforms dominating the space. AI platforms The problem, which the overbearing presence of these corporations has created, is data silos– (a pejorative term for centralized data repositories), which have continued to create a barrier to the development and accessibility of AI. Decentralized AI –an open-source alternative for data privacy and ownership--represents a paradigm shift in artificial intelligence. Leveraging blockchain technology to distribute the processing, storage, and ownership of data across a network of nodes–it has the potential to revolutionize how AI models are developed, accessed, and used. Most importantly, as a collaborative approach,  it reflects the growing concerns about data privacy and the need to fulfill regulatory requirements such as the EU’s General Data Protection Regulation(GDPR). EU’s General Data Protection Regulation(GDPR). The emergence of decentralized AI was a response to the dominance of AI data silos, and it seeks to foster a decentralized ecosystem for collaborative data sharing, highlighting the inherent threats posed by centralized platforms wielding significant control over users’ data. In other words, AI is the new battleground for data sovereignty/control and user privacy. Decentralizing AI, therefore, comes down to breaking free from data silos and centralization and unlocking the full potential of AI. Combating the rise of AI data silos has witnessed the emergence of decentralized AI platforms such as Matchain, OpenCog Foundation, SingularityNet, Ocean Protocol, ObEN, etc. SingularityNet, for example, was established to serve as a hub for decentralized AI for AI services. Matchain, OpenCog Foundation, SingularityNet, Ocean Protocol, ObEN, The Arguments Against AI Data Silos AI data silos limit the potential of artificial intelligence models to learn from a diverse range of comprehensive datasets, hindering innovation and collaboration across various industries where AI is used. In traditional AI systems, data is controlled by large corporations with significant resources, often leading to centralization and a recurring breach of users' privacy. In the words of Stanford University professor and Google Cloud's former AI Chief Scientist, Fei-Fei Li: “The biggest challenge in AI is not the technology, but the data. Data silos are a major barrier to progress." “The biggest challenge in AI is not the technology, but the data. Data silos are a major barrier to progress." Furthermore, the burning issue of user privacy has put a dent in traditional AI models due to their vulnerability to data breaches and the tendency to gain unauthorized access to data repositories without users' consent. The Arguments For Decentralized AI Giving users control over their data and ensuring data integrity is a long-standing advocacy. Since the 2018 Cambridge Analytica scandal involving a massive data breach, a more robust regulatory searchlight has been turned on giant tech companies and what they do with users’ data, fueling an era of increased distrust and suspicion. Meanwhile, the tremendous growth of AI over the past decade has made it the focal point in the ongoing battle for data sovereignty, with decentralized AI emerging as a user-centric approach to the control and ownership of data. According to Tim Swanson: ‘“Decentralized AI has the potential to fundamentally transform our relationship with technology. By empowering individuals and communities to control their own data and AI models, we can create a more equitable, transparent, and resilient digital world.” According to Tim Swanson: ‘“Decentralized AI has the potential to fundamentally transform our relationship with technology. By empowering individuals and communities to control their own data and AI models, we can create a more equitable, transparent, and resilient digital world.” Similarly, Cathy O’Neil, a popular advocate for responsible AI, observed that: “Decentralized AI is a powerful tool for democratizing access to AI technology. By breaking down the barriers of centralization, we can empower individuals and communities to develop and deploy AI solutions that address their specific needs”. “Decentralized AI is a powerful tool for democratizing access to AI technology. By breaking down the barriers of centralization, we can empower individuals and communities to develop and deploy AI solutions that address their specific needs”. Revolutionizing The Data Landscape Data is the new oil of the digital economy. In the field of AI, the quality of data on which AI models are trained is of paramount importance. As Jeff Dean, Google AI’s Senior Fellow, rightly said: “The quality of your data determines the quality of your AI”. “The quality of your data determines the quality of your AI”. To overcome the challenges posed by centralized data storage, decentralized AI seeks to foster a collaborative ecosystem where data is shared securely in a transparent and controlled manner across multiple nodes without compromising users' privacy and security. This allows different organizations to leverage data from multiple sources. Decentralized AI blockchain plays a vital role in decentralized data sharing and in the storage of AI data, transforming how sensitive AI data is distributed, stored, and applied. This paradigm shift is evident in the use of smart contracts for automating data sharing between multiple nodes in a transparent manner. Similarly, decentralized AI leverages federated learning to preserve data privacy. Matchain Mainnet: A Case Study For Data Privacy And Ownership Matchain, a decentralized AI blockchain protocol, recently launched its Mainnet on the BNB Chain to address the privacy pitfalls of centralized data repositories and enhance data ownership in web3. Protecting user privacy is at the heart of its ecosystem. To this end, it leverages decentralized identifiers(DIDs) as a shield against unauthorized access to users' data repositories, enabling them full control over their information. The Mainnet launch positions Matchain as a pioneering leader in the decentralized AI and DID space.  From processing over 180 million transactions to building a community of 1.7 million subscribers on Telegram to hosting over 3 million players , it is poised to drive significant adoption. Most especially, it exemplifies the need for a scalable, secure and user-friendly ecosystem committed to cross-chain  identity management and data sovereignty. Conclusion Despite the tremendous growth of AI over the years, concerns about data integrity and user privacy have put a dent in it. The existence of AI data silos and centralized storage is a major hindrance to the further development of AI, necessitating an alternative model which facilitates transparent data sharing and mitigates bias. Decentralized AI has emerged as a practical solution to the dominance of centralized data repositories, fostering a collaborative and inclusive ecosystem for the storage and distribution of AI data, and empowering different organizations to take maximum advantage of AI.

Is Decentralized AI Winning The War Against AI Data Silos? 

SINGAPORE, Singapore, August 21st, 2024/Chainwire/--Following the launch of FBTC, an omnichain Bitcoin asset maintaining a 1:1 peg to BTC, Ignition today announced that FBTC has crossed $100M in Total Value Locked (TVL) according to Dune. Also announced is the “Sparkle” campaign, where early FBTC holders will receive points-inspired “Sparks” for future rewards. FBTC is supported by core contributors Mantle, a burgeoning DAO-led blockchain ecosystem built around Ethereum layer 2 (L2) Mantle Network and Ether liquid staking protocol mETH Protocol, and Antalpha Prime, a reliable digital asset technology platform for institutions. As tokenized bitcoin assets pave the way for Bitcoin’s resurgence in DeFi, FBTC’s significant milestone ushers in a new era of Bitcoin’s evolving utility and velocity — transforming the original cryptocurrency from a simple store of value into a dynamic asset that offers the potential for various yield-generating possibilities. Incubated by Ignition, FBTC is an omnichain BTC asset that is liquid and easily composable in various yield enhancement strategies. FBTC aims to liberate the growth potential of Bitcoin by becoming the standard for Bitcoin transactions, essentially rendering all other blockchains into a Bitcoin L2. FBTC is currently deployed on Ethereum, Mantle Network and BNB Smart Chain, with more supported blockchains to come. “The remarkable achievement of $100M in TVL for FBTC in such a short time is not just a significant milestone for this nascent BTC asset, but a testament to the evolving landscape of Bitcoin utility. FBTC’s rapid adoption, supported by Ignition’s diverse ecosystem of partners, signals a new chapter in decentralized finance (DeFi) where Bitcoin's potential is being fully realized across multiple blockchains. As Ignition continues to innovate and expand FBTC's capabilities, we're not just creating opportunities for yield — we're reimagining how Bitcoin interacts with the broader DeFi ecosystem,” said Igneus Terrenus, Paramount Pyromancer at Ignition. FBTC’s rapid adoption is supported by dozens launch partners, including heavyweights such as Avalon Labs, Bybit Web3, Cobo, Ethena Labs, OKX Wallet, Pendle and Solv Protocol, reflecting FBTC's credibility and the industry’s evolving interest in innovative Bitcoin solutions. With FBTC, Ignition aims to create a seamless, multi-chain environment for users to efficiently explore DeFi yields. The ability to swap and bridge FBTC between Ethereum, Mantle Network and BNB Chain further enhances its utility, making it accessible for a majority of blockchain users. Today, holders of FBTC are able to leverage their idle Bitcoin holdings across several yield-generating opportunities on Ethereum, Mantle Network and BNB Chain, enabling a wider range of use cases on various L1s and L2s that will be unveiled soon. Ignition also unveiled its plans for an upcoming “Sparkle” campaign. Participants will receive points-inspired “Sparks” for their engagement with and contributions to the FBTC ecosystem. Running from Aug. 21 to Sept. 21, eligible protocols for the Sparkle campaign include PumpBTC, Bedrock, Mezo Network, Avalon Labs, Fuel Network, Pell Network and Solv Protocol. Throughout the Sparkle campaign, Ignition will continue to integrate new protocols, launch side campaigns, and offer external incentives to enhance the user experience and reward system. Find out more at https://fbtc.com/ongoing-campaign. Looking ahead, Ignition is collaborating with Babylon, the self-custodial Bitcoin Staking Protocol that aims to build a Bitcoin-secured decentralized world, to launch a BTC vault that gives users exposure to Babylon native staking. This undertaking, along with other exciting events and collaborations, underscores Ignition’s unwavering commitment to building a vibrant, community-driven ecosystem around FBTC. The rapid adoption and strong security of FBTC signals a promising future for Bitcoin’s evolving role in the DeFi landscape, propelling it to fully unlock its immense potential within the broader decentralized finance ecosystem. About Ignition FBTC Incubated by Ignition, FBTC is a secure, decentralized, and composable BTC asset aimed at liberating Bitcoin's true power of growth. FBTC provides a liquid Bitcoin asset that adheres to a 1:1 peg with BTC to redefine its role across all blockchain platforms. By fostering DeFi composability, cross-chain interoperability, and promoting widespread adoption of BTC applications, FBTC represents the beacon of a high-speed, low-friction and interoperable future for all blockchains and every tokenized economy to flourish. FBTC is powered by core contributors Antalpha Prime and Mantle. For more information, users can visit Website | X/Twitter | Discord | Telegram Contact FBTC windrangerlabs@wachsman.com This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here. SINGAPORE, Singapore, August 21st, 2024/Chainwire/--Following the launch of FBTC, an omnichain Bitcoin asset maintaining a 1:1 peg to BTC, Ignition today announced that FBTC has crossed $100M in Total Value Locked (TVL) according to Dune. Also announced is the “Sparkle” campaign, where early FBTC holders will receive points-inspired “Sparks” for future rewards. FBTC is supported by core contributors Mantle , a burgeoning DAO-led blockchain ecosystem built around Ethereum layer 2 (L2) Mantle Network and Ether liquid staking protocol mETH Protocol, and Antalpha Prime , a reliable digital asset technology platform for institutions. Mantle Mantle Antalpha Prime Antalpha Prime As tokenized bitcoin assets pave the way for Bitcoin’s resurgence in DeFi, FBTC’s significant milestone ushers in a new era of Bitcoin’s evolving utility and velocity — transforming the original cryptocurrency from a simple store of value into a dynamic asset that offers the potential for various yield-generating possibilities. Incubated by Ignition, FBTC is an omnichain BTC asset that is liquid and easily composable in various yield enhancement strategies. FBTC aims to liberate the growth potential of Bitcoin by becoming the standard for Bitcoin transactions, essentially rendering all other blockchains into a Bitcoin L2. FBTC is currently deployed on Ethereum, Mantle Network and BNB Smart Chain, with more supported blockchains to come. “The remarkable achievement of $100M in TVL for FBTC in such a short time is not just a significant milestone for this nascent BTC asset, but a testament to the evolving landscape of Bitcoin utility. FBTC’s rapid adoption, supported by Ignition’s diverse ecosystem of partners, signals a new chapter in decentralized finance (DeFi) where Bitcoin's potential is being fully realized across multiple blockchains. As Ignition continues to innovate and expand FBTC's capabilities, we're not just creating opportunities for yield — we're reimagining how Bitcoin interacts with the broader DeFi ecosystem,” said Igneus Terrenus, Paramount Pyromancer at Ignition. “The remarkable achievement of $100M in TVL for FBTC in such a short time is not just a significant milestone for this nascent BTC asset, but a testament to the evolving landscape of Bitcoin utility. FBTC’s rapid adoption, supported by Ignition’s diverse ecosystem of partners, signals a new chapter in decentralized finance (DeFi) where Bitcoin's potential is being fully realized across multiple blockchains. As Ignition continues to innovate and expand FBTC's capabilities, we're not just creating opportunities for yield — we're reimagining how Bitcoin interacts with the broader DeFi ecosystem,” said Igneus Terrenus, Paramount Pyromancer at Ignition. FBTC’s rapid adoption is supported by dozens launch partners, including heavyweights such as Avalon Labs, Bybit Web3, Cobo, Ethena Labs, OKX Wallet, Pendle and Solv Protocol, reflecting FBTC's credibility and the industry’s evolving interest in innovative Bitcoin solutions. With FBTC, Ignition aims to create a seamless, multi-chain environment for users to efficiently explore DeFi yields. The ability to swap and bridge FBTC between Ethereum, Mantle Network and BNB Chain further enhances its utility, making it accessible for a majority of blockchain users. Today, holders of FBTC are able to leverage their idle Bitcoin holdings across several yield-generating opportunities on Ethereum, Mantle Network and BNB Chain, enabling a wider range of use cases on various L1s and L2s that will be unveiled soon. Ignition also unveiled its plans for an upcoming “Sparkle” campaign. Participants will receive points-inspired “Sparks” for their engagement with and contributions to the FBTC ecosystem. Running from Aug. 21 to Sept. 21, eligible protocols for the Sparkle campaign include PumpBTC, Bedrock, Mezo Network, Avalon Labs, Fuel Network, Pell Network and Solv Protocol. Throughout the Sparkle campaign, Ignition will continue to integrate new protocols, launch side campaigns, and offer external incentives to enhance the user experience and reward system. Find out more at https://fbtc.com/ongoing-campaign . https://fbtc.com/ongoing-campaign https://fbtc.com/ongoing-campaign Looking ahead, Ignition is collaborating with Babylon , the self-custodial Bitcoin Staking Protocol that aims to build a Bitcoin-secured decentralized world, to launch a BTC vault that gives users exposure to Babylon native staking. This undertaking, along with other exciting events and collaborations, underscores Ignition’s unwavering commitment to building a vibrant, community-driven ecosystem around FBTC. Babylon Babylon The rapid adoption and strong security of FBTC signals a promising future for Bitcoin’s evolving role in the DeFi landscape, propelling it to fully unlock its immense potential within the broader decentralized finance ecosystem. About Ignition FBTC Incubated by Ignition, FBTC is a secure, decentralized, and composable BTC asset aimed at liberating Bitcoin's true power of growth. FBTC provides a liquid Bitcoin asset that adheres to a 1:1 peg with BTC to redefine its role across all blockchain platforms. By fostering DeFi composability, cross-chain interoperability, and promoting widespread adoption of BTC applications, FBTC represents the beacon of a high-speed, low-friction and interoperable future for all blockchains and every tokenized economy to flourish. FBTC is powered by core contributors Antalpha Prime and Mantle. For more information, users can visit Website | X/Twitter | Discord | Telegram Website Website X/Twitter X/Twitter Discord Discord Telegram Telegram Contact FBTC windrangerlabs@wachsman.com This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here. This story was distributed as a release by Chainwire under HackerNoon’s Business Blogging Program. Learn more about the program here . here here

Omnichain BTC Asset FBTC Crosses $100M In TVL, Ignition Unveils “Sparkle” Campaign"

Omnichain BTC সম্পদ FBTC TVL-এ $100M অতিক্রম করেছে, ইগনিশন "স্পর্কল" প্রচারণা উন্মোচন করেছে"

Omnichain BTC Asset FBTC überschreitet 100 Mio. $ in TVL, Ignition stellt „Sparkle“-Kampagne vor

El activo BTC de Omnichain FBTC supera los $100 millones en TVL, Ignition presenta la campaña "Sparkle"

L'actif BTC omnicanal FBTC dépasse les 100 millions de dollars en TVL, Ignition dévoile la campagne « Sparkle »

ओमनीचैन बीटीसी एसेट एफबीटीसी ने टीवीएल में $100 मिलियन को पार कर लिया, इग्निशन ने "स्पार्कल" अभियान का अनावरण किया

Omnichain BTC 資産 FBTC の TVL が 1 億ドルを超え、Ignition が「Sparkle」キャンペーンを発表

Omnichain BTC 자산 FBTC TVL 1억 달러 돌파, Ignition "Sparkle" 캠페인 공개"

Ativo BTC da Omnichain FBTC ultrapassa US$ 100 milhões em TVL, Ignition revela campanha “Sparkle”

Актив BTC Omnichain FBTC превысил $100 млн в TVL, Ignition представляет кампанию «Sparkle»

Omnichain BTC Varlığı FBTC TVL'de 100 Milyon Doları Geçti, Ignition "Sparkle" Kampanyasını Açıkladı

Tài sản BTC Omnichain FBTC vượt qua 100 triệu đô la trong TVL, Ignition công bố chiến dịch "Sparkle"

Omnichain BTC 资产 FBTC TVL 突破 1 亿美元，Ignition 推出“Sparkle”活动”

By Maxwell Dallinga Data is a pivotal aspect of every modern manufacturing and distribution business. It helps inform decisions, indicate areas of success and failure, and create unique insights to improve and innovate. Yet the collection and use of data can quickly get messy. Without a means to extract, aggregate, and sort through your data, gleaning meaningful insight will become next to impossible. So, how can you effectively manage your data? Many manufacturers, distributors, and supply chain organizations use data integration tools to gain meaningful insights from their ERPs. What Is Data Integration and Why is it So Important? Data integration is the process of unifying data from multiple (often disparate) sources, systems, and applications. Across an organization, integration is a vital step in keeping data consistent. By unifying data from previously disconnected or disparate sources, it allows an organization’s data to be effectively assessed and analyzed. In essence, data integration keeps your ERP connected, providing your organization with a robust and holistic view of your data. Despite this, integration can pose problems for manufacturers and distributors. The most prominent issue? Manual data integration. A recent study from Intowave [1] stated that around 74% of manufacturers are still relying on manual data integration techniques. This means using employees for data extraction, transformation, and aggregation to keep outdated systems operating. While manual integration can function, it is often at the expense of wild inefficiency. It drives up costs, takes copious amounts of time, and can damage the accuracy and reliability of data. As well, it often becomes a crutch to keep legacy ERPs connected and up to date. Overall, manual data integration can become a major roadblock for any manufacturer or distributor looking to sustainably scale and improve. To combat this, many organizations turn to data integration tools to provide data automation capabilities. As an automation solution, using a data integration tool can be extremely effective in fixing the inefficiencies of manual data integration. Top 3 Reasons You Should Adopt Data Integration Tools A recent study from Fivetran concluded that companies spend an average of $520K per year on data engineers that manually build and maintain data pipelines [2]. As such, finding a way to automate the integration process can result in huge cost-benefits. With such a massive margin to save, you may consider some of the many benefits provided by data integration tools: 1. Improvement of Data Accuracy Bad data, according to Christina R. Fritsch of The National Law Review [3], costs US companies upwards of 3 trillion dollars every year. This isn’t a number to take lightly. With modern business strategies putting huge reliance on data analysis, poor data management is a massive hindrance. Yet with data integration tools, you can significantly improve your organization’s data quality. For one, integration tools remove the potential for human error. Moreover, they can provide more reliable information on inventories, customers, sales, and other important metrics. With improved accuracy, you can put far more trust into your data, and in turn, your business decisions. 2. Superior Decision Making From stronger data accuracy, intelligence, and accessibility, you can ensure more informed decisions within your organization. In addition, integration tools make the speed at which data can be accessed and analyzed significantly faster. According to Agility PR [4], around 9 out of 10 companies cannot conduct real-time analytics from their ERPs. This problem, however, is largely mitigated by effective automation with data integration tools. Automating integration tasks previously done manually, you can ensure much quicker data analysis capabilities, helping you make timely decisions. Thus, with faster, more informative, and more reliable data, you can ensure superior decision making. 3. Greater Efficiency and Productivity Without data integration tools, companies spend around 44% of their time hiring engineers to build and maintain data pipelines [2]. Integration tools prevent this by eliminating costly errors and saving time, effort, and labor costs spent manually integrating data. Using data automation to perfect integration tasks previously executed by employees, integration tools improve the efficiency and productivity of your operation. More importantly, freeing employees from these manual tasks can be greatly proactive. Instead of wasting their talent, employees will be able to focus on scaling, improving, and innovating. The Best Data Integration Tools for Your Systems When looking to implement ERP integration effectively, you should consider which tool works best for the job. This means understanding which backend ERP systems you use to run your business. Listed below are some of the best data integration tools to consider so you can gain better ERP insights: Kore Integrate Kore Integrate is a data warehousing solution that will improve your data reporting, scalability, functionality, and speed. For those who use Rocket Software’s UniVerse and UniData MultiValue databases, Kore Integrate is one of the best integration solutions. Kore’s data integration tool can also pull from ODBC-enabled data sources like SQL, Postgres, Oracle, etc. By connecting disparate sources, you can create a unified view of the important data within your organization, while reducing operational costs. Infor OS Infor OS can help manufacturers and distributors integrate their Infor LN system. Aiding in workflows, OS can help connect all your disparate systems effectively. Providing workflow automation, Infor OS is a useful tool for anyone using an Infor LN and looking for ERP integration. With capabilities that meet your needs, Infor OS might be a great solution for you. Oracle Cloud Infrastructure Oracle Cloud Infrastructure (OCI) provides a robust suite of pre-built connectors to organizations using Oracle Fusion ERP. Offering great data automation capabilities, OCI can deliver strong and up-to-speed analytics for your Oracle system. Designed to connect both cloud and on-premise applications, it can help you integrate your ERP effectively. The Bottom Line for Supply Chain Organizations, Manufacturers and Distributors As data becomes increasingly important for modern manufacturers and distributors, being able to manage your data effectively is vital. The bottom line is that data integration tools are a necessary step to modernize your organization’s data systems. Ultimately, integration tools will save you time, money, and resources to put toward proactive aspects of your business. References: [1] Intoware, I. (2022, July). Break Free From Disconnected Data — Process & Control July Issue 2022. Break free from disconnected data — Process & Control July issue 2022. https://www.intoware.com/resources/break-free-from-disconnected-data [2] Fivetran (2021) Wakefield Research Analysis of Results for Fivetran. Fivetran https://get.fivetran.com/rs/353-UTB-444/images/2021-CDL-Wakefield-Research.pdf [3] Fritsch, C. R. (2022, December 23). 12 days of CRM: Day 9 — how much does bad data actually cost?. The National Law Review. https://natlawreview.com/article/12-days-crm-day-9-how-much-does-bad-data-actually-cost [4] Carufel, R. (2022, May 19). Data Disconnect: Over 80 percent of companies rely on stale data for decision-making. Agility PR Solutions.https://www.agilitypr.com/pr-news/public-relations/data-disconnect-over-80-percent-of-companies-rely-on-stale-data-for- By Maxwell Dallinga Maxwell Dallinga Data is a pivotal aspect of every modern manufacturing and distribution business. It helps inform decisions, indicate areas of success and failure, and create unique insights to improve and innovate. Yet the collection and use of data can quickly get messy. Without a means to extract, aggregate, and sort through your data, gleaning meaningful insight will become next to impossible. So, how can you effectively manage your data? Many manufacturers, distributors, and supply chain organizations use data integration tools to gain meaningful insights from their ERPs. What Is Data Integration and Why is it So Important? Data integration is the process of unifying data from multiple (often disparate) sources, systems, and applications. Across an organization, integration is a vital step in keeping data consistent. By unifying data from previously disconnected or disparate sources, it allows an organization’s data to be effectively assessed and analyzed. In essence, data integration keeps your ERP connected, providing your organization with a robust and holistic view of your data. Despite this, integration can pose problems for manufacturers and distributors. The most prominent issue? Manual data integration. A recent study from Intowave [1] stated that around 74% of manufacturers are still relying on manual data integration techniques. This means using employees for data extraction, transformation, and aggregation to keep outdated systems operating. While manual integration can function, it is often at the expense of wild inefficiency. It drives up costs, takes copious amounts of time, and can damage the accuracy and reliability of data. As well, it often becomes a crutch to keep legacy ERPs connected and up to date. Intowave Overall, manual data integration can become a major roadblock for any manufacturer or distributor looking to sustainably scale and improve. To combat this, many organizations turn to data integration tools to provide data automation capabilities. As an automation solution, using a data integration tool can be extremely effective in fixing the inefficiencies of manual data integration. Top 3 Reasons You Should Adopt Data Integration Tools A recent study from Fivetran concluded that companies spend an average of $520K per year on data engineers that manually build and maintain data pipelines [2]. As such, finding a way to automate the integration process can result in huge cost-benefits. With such a massive margin to save, you may consider some of the many benefits provided by data integration tools: Fivetran 1. Improvement of Data Accuracy Bad data, according to Christina R. Fritsch of The National Law Review [3], costs US companies upwards of 3 trillion dollars every year. This isn’t a number to take lightly. With modern business strategies putting huge reliance on data analysis, poor data management is a massive hindrance. Yet with data integration tools, you can significantly improve your organization’s data quality. For one, integration tools remove the potential for human error. Moreover, they can provide more reliable information on inventories, customers, sales, and other important metrics. With improved accuracy, you can put far more trust into your data, and in turn, your business decisions. The National Law Review 2. Superior Decision Making From stronger data accuracy, intelligence, and accessibility, you can ensure more informed decisions within your organization. In addition, integration tools make the speed at which data can be accessed and analyzed significantly faster. According to Agility PR [4], around 9 out of 10 companies cannot conduct real-time analytics from their ERPs. This problem, however, is largely mitigated by effective automation with data integration tools. Automating integration tasks previously done manually, you can ensure much quicker data analysis capabilities, helping you make timely decisions. Thus, with faster, more informative, and more reliable data, you can ensure superior decision making. Agility PR 3. Greater Efficiency and Productivity Without data integration tools, companies spend around 44% of their time hiring engineers to build and maintain data pipelines [2]. Integration tools prevent this by eliminating costly errors and saving time, effort, and labor costs spent manually integrating data. Using data automation to perfect integration tasks previously executed by employees, integration tools improve the efficiency and productivity of your operation. More importantly, freeing employees from these manual tasks can be greatly proactive. Instead of wasting their talent, employees will be able to focus on scaling, improving, and innovating. The Best Data Integration Tools for Your Systems When looking to implement ERP integration effectively, you should consider which tool works best for the job. This means understanding which backend ERP systems you use to run your business. Listed below are some of the best data integration tools to consider so you can gain better ERP insights: Kore Integrate Kore Integrate is a data warehousing solution that will improve your data reporting, scalability, functionality, and speed. For those who use Rocket Software’s UniVerse and UniData MultiValue databases, Kore Integrate is one of the best integration solutions. Kore’s data integration tool can also pull from ODBC-enabled data sources like SQL, Postgres, Oracle, etc. By connecting disparate sources, you can create a unified view of the important data within your organization, while reducing operational costs. Kore Integrate Kore Integrate Infor OS Infor OS can help manufacturers and distributors integrate their Infor LN system. Aiding in workflows, OS can help connect all your disparate systems effectively. Providing workflow automation, Infor OS is a useful tool for anyone using an Infor LN and looking for ERP integration. With capabilities that meet your needs, Infor OS might be a great solution for you. Infor OS Infor OS Oracle Cloud Infrastructure Oracle Cloud Infrastructure (OCI) provides a robust suite of pre-built connectors to organizations using Oracle Fusion ERP. Offering great data automation capabilities, OCI can deliver strong and up-to-speed analytics for your Oracle system. Designed to connect both cloud and on-premise applications, it can help you integrate your ERP effectively. Oracle Cloud Infrastructure The Bottom Line for Supply Chain Organizations, Manufacturers and Distributors As data becomes increasingly important for modern manufacturers and distributors, being able to manage your data effectively is vital. The bottom line is that data integration tools are a necessary step to modernize your organization’s data systems. Ultimately, integration tools will save you time, money, and resources to put toward proactive aspects of your business. References: [1] Intoware, I. (2022, July). Break Free From Disconnected Data — Process & Control July Issue 2022 . Break free from disconnected data — Process & Control July issue 2022. https://www.intoware.com/resources/break-free-from-disconnected-data Break Free From Disconnected Data — Process & Control July Issue 2022 [2] Fivetran (2021) Wakefield Research Analysis of Results for Fivetran. Fivetran https://get.fivetran.com/rs/353-UTB-444/images/2021-CDL-Wakefield-Research.pdf Wakefield Research Analysis of Results for Fivetran. [3] Fritsch, C. R. (2022, December 23). 12 days of CRM: Day 9 — how much does bad data actually cost? . The National Law Review. https://natlawreview.com/article/12-days-crm-day-9-how-much-does-bad-data-actually-cost 12 days of CRM: Day 9 — how much does bad data actually cost? [4] Carufel, R. (2022, May 19). Data Disconnect: Over 80 percent of companies rely on stale data for decision-making . Agility PR Solutions.https://www.agilitypr.com/pr-news/public-relations/data-disconnect-over-80-percent-of-companies-rely-on-stale-data-for- Data Disconnect: Over 80 percent of companies rely on stale data for decision-making

The 3 Main Reasons Manufacturers and Distributors Should Use Data Integration Tools

Authors:
(1) Simon Kafader, University of Bern, Bern, Switzerland (simon.kafader@inf.unibe.ch);
(2) Mohammad Ghafari, University of Auckland, Auckland, New Zealand (m.ghafari@auckland.ac.nz). Table of Links Abstract and I. Introduction
II. Related Work
III. Background and Motivation
IV. FluentCrypto
V. Study Setup
VI. Study Result
VII. Threats to Validity
VIII. Conclusion and References VI. STUDY RESULT This study showed that FluentCrypto helped participants to complete more crypto tasks in a shorter time compared to when they used the Node.js crypto API. Figure 3 presents the mean time that participants spent on each task as well as the perceived level of difficulty when dealing with each task. Notably, participants spent on average 43% shorter time to complete each task when they relied on FluentCrypto as compared to Node.js cryptography API. We also found that the participants succeeded to complete five more tasks when they relied on FluentCrypto. The investigation of the solutions revealed that there was no security issue in the ones developed for the first task. Only three solutions were secure when participants used Node.js cryptography API to develop the second and third tasks, whereas every solution developed with FluentCrypto was secure. We applied statistical tests to determine whether these findings are significant. We found that the p-values of all tests are smaller than 0.05 indicating that we can reject the null hypotheses. In other words, there is sufficient evidence with a high confidence to conclude that participants are more efficient to develop secure solutions when adopting FluentCrypto as compared to the Node.js crypto API. In general, participants perceived a higher level of difficulty as the tasks became more complex. We noted that the subjects mostly relied on the built-in crypto operations in FluentCrypto which handle low-level complexities. This could explain why the gain of using FluentCrypto increased with more complex task, especially, for novices who lacked programming experience or had limited crypto knowledge. Unexpectedly though, when dealing with Task 2, a couple of experienced developers perceived a higher level of difficulty with FluentCrypto than when they used the Node.js standard crypto library. However, these developers often completed their tasks faster when they used FluentCrypto. Moreover, participants rated the third task, on average, easier and spent shorter time on this task than the second task when they used the FluentCrypto. Although these two tasks are different, FluentCrypto is designed in such a way that the solutions are similar to implement. Therefore, what the subjects experienced earlier, especially when dealing with the second task, may have contributed to their success in the third task. In the following, we discuss the result of each task based on participant characteristics such as years of experience in programming, level of self-reported knowledge in cryptography, and prior experience with the Node.js crypto API. A. Does adopting FluentCrypto increase developer efficiency when working on a cryptographic task? We discuss our findings regarding the time that participants invested in each task as well as the perceived level of difficulty. 1) Task 1: All participants solved the first task with both the Node.js crypto API and FluentCrypto. Table IIa explains the results regarding task one. The difficulty level looks similar among the groups but the time needed for the task increases for less experienced participants and decreases for more experienced participants. Nevertheless, the one participant who had more than 10 years’ programming experience completed the task with the help of the standard Node.js API three times faster than using the FluentCrypto. Table IIb and Table IIc reveal similar results based on the perceived level of cryptographic knowledge and experience with the Node.js crypto API. Similarly to our observation from the programming experience perspective, developers who had solid knowledge in cryptography as well as those who were familiar with the Node.js crypto API, completed the task faster than when they used the FluentCrypto. 2) Task 2: The second task was more challenging for participants than the first task. The overall perceived difficulty was increased and the task took more time to solve (see Table IIIb and Table IIIc). Two participants could not finish the task with Node.js crypto API, whereas everyone completed the task when using FluentCrypto. It is evident that FluentCrypto decreased the perceived difficulty for less experienced participants. The time taken to finalize the task when using FluentCrypto reduced for all participant groups except for the group “5-10 years of experience” (Table IIIa). 3) Task 3: The third task had the highest difficulty for the participants when using the Node.js crypto API (Table IVa). It also took on average more time to complete by participants than the other two tasks. FluentCrypto decreased the difficulty and time required to complete the task for all groups, especially for the less experienced group (Table IVb). FluentCrypto improved difficulty and the required time to solve the task for both participants with and without knowledge of Node.js crypto API (Table IVc). One of the senior participants who had beyond 10 years’ experience opted out of the study at this phase. When we asked the reason, he said “I must deal with an urgent matter at work”. Of the remaining participants, three failed to finish the task with Node.js crypto API, but everyone succeeded in this task when they used FluentCrypto. B. Is FluentCrypto effective in developing secure cryptographic solutions? We manually assessed the security of each functioning solution against a check list of risks provided by a team of external security experts. We also checked any hindrances raised by the participants. 1) Task 1: Participants were satisfied by the current Node.js documentation, but had difficulties in finding the right part of documentation for FluentCrypto. All participants chose the SHA256 algorithm when they used Node.js cryptography API. In case of FluentCrypto, participants either relied on the default secure algorithm specified by CryRule, or they provided their own choices that were acceptable by FluentCrypto. 2) Task 2: The participants mostly complained about the Node.js documentation and mentioned that it is either incomplete or confusing, and consequently, they had to do additional research on the internet. When using FluentCrypto, one participant attempted to generate an IV for an unsupported cipher algorithm and was not satisfied with the thrown error message. A majority of participants who completed this task misused Node.js crypto API. Only two participants used a key that was not hardcoded, and others used a hardcoded secret from which they generated the key. None of the participants hardcoded a secret when they used FluentCrypto. They mostly relied on the provided call to generate a key. 3) Task 3: In Node.js crypto API, participants were unhappy about a lack of useful examples in the documentation and therefore, had to explore other information sources. They mainly had difficulties in grasping how to generate a key pair or how to use the keys. Conversely, developers appreciated the level of details in FluentCrypto documentation. What’s more, they found the solution very similar to what they followed while dealing with the previous task. Three participants also acknowledged that FluentCrypto is expressive e.g., “It is great that the name of an API speaks about its functionality” – a participant mentioned. Except one participant, the rest used hard-coded values to generate the key pairs when they used the Node.js cryptography API, which brings severe security risks. Two solutions also suffered from a small key size. In contrary, none of the FluentCrypto-based solutions suffered from these issues. The participants unanimously employed the secure default key-pair generation provided by FluentCrypto. This paper is available on arxiv under CC BY 4.0 DEED license. Authors: (1) Simon Kafader, University of Bern, Bern, Switzerland (simon.kafader@inf.unibe.ch); (2) Mohammad Ghafari, University of Auckland, Auckland, New Zealand (m.ghafari@auckland.ac.nz). Authors: Authors: (1) Simon Kafader, University of Bern, Bern, Switzerland (simon.kafader@inf.unibe.ch); (2) Mohammad Ghafari, University of Auckland, Auckland, New Zealand (m.ghafari@auckland.ac.nz). Table of Links Abstract and I. Introduction II. Related Work III. Background and Motivation IV. FluentCrypto V. Study Setup VI. Study Result VII. Threats to Validity VIII. Conclusion and References Abstract and I. Introduction Abstract and I. Introduction II. Related Work II. Related Work III. Background and Motivation III. Background and Motivation IV. FluentCrypto IV. FluentCrypto V. Study Setup V. Study Setup VI. Study Result VI. Study Result VII. Threats to Validity VII. Threats to Validity VIII. Conclusion and References VIII. Conclusion and References VI. STUDY RESULT This study showed that FluentCrypto helped participants to complete more crypto tasks in a shorter time compared to when they used the Node.js crypto API. Figure 3 presents the mean time that participants spent on each task as well as the perceived level of difficulty when dealing with each task. Notably, participants spent on average 43% shorter time to complete each task when they relied on FluentCrypto as compared to Node.js cryptography API. We also found that the participants succeeded to complete five more tasks when they relied on FluentCrypto. The investigation of the solutions revealed that there was no security issue in the ones developed for the first task. Only three solutions were secure when participants used Node.js cryptography API to develop the second and third tasks, whereas every solution developed with FluentCrypto was secure. We applied statistical tests to determine whether these findings are significant. We found that the p-values of all tests are smaller than 0.05 indicating that we can reject the null hypotheses. In other words, there is sufficient evidence with a high confidence to conclude that participants are more efficient to develop secure solutions when adopting FluentCrypto as compared to the Node.js crypto API. In general, participants perceived a higher level of difficulty as the tasks became more complex. We noted that the subjects mostly relied on the built-in crypto operations in FluentCrypto which handle low-level complexities. This could explain why the gain of using FluentCrypto increased with more complex task, especially, for novices who lacked programming experience or had limited crypto knowledge. Unexpectedly though, when dealing with Task 2, a couple of experienced developers perceived a higher level of difficulty with FluentCrypto than when they used the Node.js standard crypto library. However, these developers often completed their tasks faster when they used FluentCrypto. Moreover, participants rated the third task, on average, easier and spent shorter time on this task than the second task when they used the FluentCrypto. Although these two tasks are different, FluentCrypto is designed in such a way that the solutions are similar to implement. Therefore, what the subjects experienced earlier, especially when dealing with the second task, may have contributed to their success in the third task. In the following, we discuss the result of each task based on participant characteristics such as years of experience in programming, level of self-reported knowledge in cryptography, and prior experience with the Node.js crypto API. A. Does adopting FluentCrypto increase developer efficiency when working on a cryptographic task? A. Does adopting FluentCrypto increase developer efficiency when working on a cryptographic task? We discuss our findings regarding the time that participants invested in each task as well as the perceived level of difficulty. 1) Task 1: All participants solved the first task with both the Node.js crypto API and FluentCrypto. Table IIa explains the results regarding task one. The difficulty level looks similar among the groups but the time needed for the task increases for less experienced participants and decreases for more experienced participants. Nevertheless, the one participant who had more than 10 years’ programming experience completed the task with the help of the standard Node.js API three times faster than using the FluentCrypto. Table IIb and Table IIc reveal similar results based on the perceived level of cryptographic knowledge and experience with the Node.js crypto API. Similarly to our observation from the programming experience perspective, developers who had solid knowledge in cryptography as well as those who were familiar with the Node.js crypto API, completed the task faster than when they used the FluentCrypto. 1) Task 1: 2) Task 2: The second task was more challenging for participants than the first task. The overall perceived difficulty was increased and the task took more time to solve (see Table IIIb and Table IIIc). Two participants could not finish the task with Node.js crypto API, whereas everyone completed the task when using FluentCrypto. It is evident that FluentCrypto decreased the perceived difficulty for less experienced participants. The time taken to finalize the task when using FluentCrypto reduced for all participant groups except for the group “5-10 years of experience” (Table IIIa). 2) Task 2: 3) Task 3: The third task had the highest difficulty for the participants when using the Node.js crypto API (Table IVa). It also took on average more time to complete by participants than the other two tasks. FluentCrypto decreased the difficulty and time required to complete the task for all groups, especially for the less experienced group (Table IVb). FluentCrypto improved difficulty and the required time to solve the task for both participants with and without knowledge of Node.js crypto API (Table IVc). One of the senior participants who had beyond 10 years’ experience opted out of the study at this phase. When we asked the reason, he said “I must deal with an urgent matter at work”. Of the remaining participants, three failed to finish the task with Node.js crypto API, but everyone succeeded in this task when they used FluentCrypto. 3) Task 3: B. Is FluentCrypto effective in developing secure cryptographic solutions? B. Is FluentCrypto effective in developing secure cryptographic solutions? We manually assessed the security of each functioning solution against a check list of risks provided by a team of external security experts. We also checked any hindrances raised by the participants. 1) Task 1 : Participants were satisfied by the current Node.js documentation, but had difficulties in finding the right part of documentation for FluentCrypto. All participants chose the SHA256 algorithm when they used Node.js cryptography API. In case of FluentCrypto, participants either relied on the default secure algorithm specified by CryRule, or they provided their own choices that were acceptable by FluentCrypto. 1) Task 1 2) Task 2: The participants mostly complained about the Node.js documentation and mentioned that it is either incomplete or confusing, and consequently, they had to do additional research on the internet. When using FluentCrypto, one participant attempted to generate an IV for an unsupported cipher algorithm and was not satisfied with the thrown error message. 2) Task 2: A majority of participants who completed this task misused Node.js crypto API. Only two participants used a key that was not hardcoded, and others used a hardcoded secret from which they generated the key. None of the participants hardcoded a secret when they used FluentCrypto. They mostly relied on the provided call to generate a key. 3) Task 3: In Node.js crypto API, participants were unhappy about a lack of useful examples in the documentation and therefore, had to explore other information sources. They mainly had difficulties in grasping how to generate a key pair or how to use the keys. Conversely, developers appreciated the level of details in FluentCrypto documentation. What’s more, they found the solution very similar to what they followed while dealing with the previous task. Three participants also acknowledged that FluentCrypto is expressive e.g., “It is great that the name of an API speaks about its functionality” – a participant mentioned. 3) Task 3: Except one participant, the rest used hard-coded values to generate the key pairs when they used the Node.js cryptography API, which brings severe security risks. Two solutions also suffered from a small key size. In contrary, none of the FluentCrypto-based solutions suffered from these issues. The participants unanimously employed the secure default key-pair generation provided by FluentCrypto. This paper is available on arxiv under CC BY 4.0 DEED license. This paper is available on arxiv under CC BY 4.0 DEED license. available on arxiv

FluentCrypto: Cryptography in Easy Mode: Study Result

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