Ethereum is still the most actively developed blockchain, followed by Cardano and Bitcoin. Multi-chain protocols like Polkadot and Cosmos saw growth in development. In its first year, Filecoin joined the top 5 most actively developed projects. Ethereum "killers" like Tron and EOS saw development declines. DeFi protocols grew rapidly, with Maker, Gnosis and Synthetix being most active, while Yearn Finance and SushiSwap grew quickly. NFT projects also grew but mostly use closed development.
Everything you ever needed to know about the bitcoin system all explained in baby language, from how it works to how to get started with creating an account, funding an account setting up mining, creating a secure wallet, e.t.c
Ethereum is the largest decentralized software platform that allows you to build smart contracts and decentralized applications without any downtime and without any third party interference.
VISIT:- http://www.oodlestechnologies.com/online-cryptocurrency-wallet
** Ethereum Developer's Certification course: https://www.edureka.co/ethereum-developer-course **
This Edureka's Ethereum video on Ethereum Explained is intended to guide you through Ethereum as a platform and why it's taken the world by a storm. The following topics are discussed in the video:
1. The need for Ethereum
2. What's different in Ethereum
3. Ethereum Protocols
4. Pillars of Ethereum
5. Gas
6. Decentralised Applications
Here is the link to the Blockchain blog series: https://goo.gl/DPoAHR
You can also refer this playlist on Blockchain: https://goo.gl/V5iayd
Overview of what is Bitcoin, Ethereum, Smart Contract and Blockchain.
First explained what is Bitcoin and its entities involved. Then Ethereum and what is called Blockchain.
Examples of the existing platforms those are using Ethereum.
Everything you ever needed to know about the bitcoin system all explained in baby language, from how it works to how to get started with creating an account, funding an account setting up mining, creating a secure wallet, e.t.c
Ethereum is the largest decentralized software platform that allows you to build smart contracts and decentralized applications without any downtime and without any third party interference.
VISIT:- http://www.oodlestechnologies.com/online-cryptocurrency-wallet
** Ethereum Developer's Certification course: https://www.edureka.co/ethereum-developer-course **
This Edureka's Ethereum video on Ethereum Explained is intended to guide you through Ethereum as a platform and why it's taken the world by a storm. The following topics are discussed in the video:
1. The need for Ethereum
2. What's different in Ethereum
3. Ethereum Protocols
4. Pillars of Ethereum
5. Gas
6. Decentralised Applications
Here is the link to the Blockchain blog series: https://goo.gl/DPoAHR
You can also refer this playlist on Blockchain: https://goo.gl/V5iayd
Overview of what is Bitcoin, Ethereum, Smart Contract and Blockchain.
First explained what is Bitcoin and its entities involved. Then Ethereum and what is called Blockchain.
Examples of the existing platforms those are using Ethereum.
What is Tezos Blockchain? - Tezos is a self-amending cryptographic ledger for smart contracts and decentralized applications. Its highlights include formal verification — which allows blockchain developers to verify the correctness of their encrypted code — and the ability to let stakeholders vote on changes to the protocol layers - https://bit.ly/2WM5dgj
Introduction to blockchain and crypto currenciesRohas Nagpal
The Blockchain technology has received tremendous attention over the last couple of years.Key benefits of blockchains include immutability and decentralisation.
Reserve Bank of India has said that "With its potential to fight counterfeiting, the 'blockchain' is likely to bring about a major transformation in the functioning of financial markets, collateral identification (land records for instance) and payments system".
This presentation introduces the blockchain technology.
Blockchain Ecosystem and Cryptocurrency RegulationsAmir Rafati
A blockchain is a general digital ledger of transactions that are executed on the network, e.g. using Bitcoin to buy a cup of coffee is a transaction.
All users of the network, ‘Nodes’, have a copy of the transaction records and can access them freely, a role previously played by centralized institutions. Therefore, the blockchain network is ‘decentralized’.
Ethereum Tutorial - Ethereum Explained | What is Ethereum? | Ethereum Explain...Simplilearn
This presentation on Ethereum will help you understand what is Ethereum, Ethereum features which includes cryptocurrency, smart contracts, Ethereum virtual machine, decentralized application, decentralized autonomous organization, applications of Ethereum and at the end you will see a demo on smart contract. Ethereum is a blockchain based distributed computing platform that enables developers to build and deploy their decentralized applications. Ether(ETH) is a cryptocurrency that runs on Ethereum network. It is used to pay for the computational resources and transaction fees on the Ethereum network. Ether can be utilized for building decentralized applications, smart contracts and making standard peer to peer payments. Now, lets deep dive into these slides and understand what is Ethereum and how does it work.
Below topics are explained in this Ethereum presentation:
1. What is Ethereum?
2. Ethereum features
- Cryptocurrency
- Smart contract
- Ethereum virtual machine
- Decentralized application
- Decentralized autonomous organization
3. Applications of Ethereum
4. Demo - Smart contract
Simplilearn’s Blockchain Certification Training has been designed for developers who want to decipher the global craze surrounding Blockchain, Bitcoin and cryptocurrencies. You’ll learn the core structure and technical mechanisms of Bitcoin, Ethereum, Hyperledger and Multichain Blockchain platforms, use the latest tools to build Blockchain applications, set up your own private Blockchain, deploy smart contracts on Ethereum and gain practical experience with real-world projects.
Why learn Blockchain?
Blockchain technology is the brainchild of Satoshi Nakamoto, which enables digital information to be distributed. A network of computing nodes makes up the Blockchain. Durability, robustness, success rate, transparency, incorruptibility are some of the enticing characteristics of Blockchain. By design, Blockchain is a decentralized technology which is used by a global network of the computer to manage Bitcoin transactions easily. Many new business applications will result in the usage of Blockchain such as Crowdfunding, smart contracts, supply chain auditing, Internet of Things(IoT), etc.
The Blockchain Certification Training Course is recommended for:
1. Developers
2. Technologists interested in learning Ethereum, Hyperledger and Blockchain
3. Technology architects wanting to expand their skills to Blockchain technology
4. Professionals curious to learn how Blockchain technology can change the way we do business
5. Entrepreneurs with technology background interested in realizing their business ideas on the Blockchain
Learn more at: https://www.simplilearn.com/
The current state of the blockchain ecosystem, how it will evolve and how to prepare for the next steps from a business perspective.
Presentation delivered at #EIC16
The narrative can be found here: http://fintank.net/position_papers/european-identity-cloud/
Understand Crypto currencies, where to buy them, how to secure owned currencies and investment options. Presentation will give ideas to start investigating and exploration.
Blockchain & Cryptocurrencies Intro - July 2017🔗Audrey Chaing
An overview of blockchain, cryptocurrencies, Bitcoin, Ethereum, ICOs. Meant to be introductory level but provide a slightly higher level of detail. Includes some companies to watch in the blockchain space. Prepared before the August 1 fork, which did occur.
Block chain and Bitcoin. A blockchain is a data structure that makes it possible to create a digital ledger of transactions and share it among a distributed network of computers.
What is Tezos Blockchain? - Tezos is a self-amending cryptographic ledger for smart contracts and decentralized applications. Its highlights include formal verification — which allows blockchain developers to verify the correctness of their encrypted code — and the ability to let stakeholders vote on changes to the protocol layers - https://bit.ly/2WM5dgj
Introduction to blockchain and crypto currenciesRohas Nagpal
The Blockchain technology has received tremendous attention over the last couple of years.Key benefits of blockchains include immutability and decentralisation.
Reserve Bank of India has said that "With its potential to fight counterfeiting, the 'blockchain' is likely to bring about a major transformation in the functioning of financial markets, collateral identification (land records for instance) and payments system".
This presentation introduces the blockchain technology.
Blockchain Ecosystem and Cryptocurrency RegulationsAmir Rafati
A blockchain is a general digital ledger of transactions that are executed on the network, e.g. using Bitcoin to buy a cup of coffee is a transaction.
All users of the network, ‘Nodes’, have a copy of the transaction records and can access them freely, a role previously played by centralized institutions. Therefore, the blockchain network is ‘decentralized’.
Ethereum Tutorial - Ethereum Explained | What is Ethereum? | Ethereum Explain...Simplilearn
This presentation on Ethereum will help you understand what is Ethereum, Ethereum features which includes cryptocurrency, smart contracts, Ethereum virtual machine, decentralized application, decentralized autonomous organization, applications of Ethereum and at the end you will see a demo on smart contract. Ethereum is a blockchain based distributed computing platform that enables developers to build and deploy their decentralized applications. Ether(ETH) is a cryptocurrency that runs on Ethereum network. It is used to pay for the computational resources and transaction fees on the Ethereum network. Ether can be utilized for building decentralized applications, smart contracts and making standard peer to peer payments. Now, lets deep dive into these slides and understand what is Ethereum and how does it work.
Below topics are explained in this Ethereum presentation:
1. What is Ethereum?
2. Ethereum features
- Cryptocurrency
- Smart contract
- Ethereum virtual machine
- Decentralized application
- Decentralized autonomous organization
3. Applications of Ethereum
4. Demo - Smart contract
Simplilearn’s Blockchain Certification Training has been designed for developers who want to decipher the global craze surrounding Blockchain, Bitcoin and cryptocurrencies. You’ll learn the core structure and technical mechanisms of Bitcoin, Ethereum, Hyperledger and Multichain Blockchain platforms, use the latest tools to build Blockchain applications, set up your own private Blockchain, deploy smart contracts on Ethereum and gain practical experience with real-world projects.
Why learn Blockchain?
Blockchain technology is the brainchild of Satoshi Nakamoto, which enables digital information to be distributed. A network of computing nodes makes up the Blockchain. Durability, robustness, success rate, transparency, incorruptibility are some of the enticing characteristics of Blockchain. By design, Blockchain is a decentralized technology which is used by a global network of the computer to manage Bitcoin transactions easily. Many new business applications will result in the usage of Blockchain such as Crowdfunding, smart contracts, supply chain auditing, Internet of Things(IoT), etc.
The Blockchain Certification Training Course is recommended for:
1. Developers
2. Technologists interested in learning Ethereum, Hyperledger and Blockchain
3. Technology architects wanting to expand their skills to Blockchain technology
4. Professionals curious to learn how Blockchain technology can change the way we do business
5. Entrepreneurs with technology background interested in realizing their business ideas on the Blockchain
Learn more at: https://www.simplilearn.com/
The current state of the blockchain ecosystem, how it will evolve and how to prepare for the next steps from a business perspective.
Presentation delivered at #EIC16
The narrative can be found here: http://fintank.net/position_papers/european-identity-cloud/
Understand Crypto currencies, where to buy them, how to secure owned currencies and investment options. Presentation will give ideas to start investigating and exploration.
Blockchain & Cryptocurrencies Intro - July 2017🔗Audrey Chaing
An overview of blockchain, cryptocurrencies, Bitcoin, Ethereum, ICOs. Meant to be introductory level but provide a slightly higher level of detail. Includes some companies to watch in the blockchain space. Prepared before the August 1 fork, which did occur.
Block chain and Bitcoin. A blockchain is a data structure that makes it possible to create a digital ledger of transactions and share it among a distributed network of computers.
A $5 Billion Value: Estimating the Total Development Cost of Linux Foundation’s Collaborative Projects
By Jeff Licquia and Amanda McPherson - A Linux Foundation publication
TOP 5 CRYPTO CURRENCIES THAT WILL HIT NEW HIGHS IN 2023 AND BEYOND.pdfMANWE
MICRO NICHE BLOG KEYWORDS
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Which is the best cryptocurrency to invest in December 2022-24_.pptxBlockchainX
At BlockchainX tech, we help startups, medium-sized enterprises, and large-sized businesses by providing end-to-end blockchain development services such as token creation, token sale distribution, landing page design, whitepaper writing, and smart contract creation. As your business idea is unique your cryptocurrency launch process will also be one of a kind. Our blockchain experts help you analyze your concept to make sure that your idea is effective enough to motivate people for funding. Our experience so far in ICO and blockchain development is unmatched and it allows us to provide stable cryptocurrency solutions that are tailor-made to match your business requirements. Raise your Initial Coin Offering with minimal steps and get professional guidance from our team of blockchain and cryptocurrency experts.
Non Fungible Tokens (NFT) Yearly Report - 2018NonFungible.com
This first annual report published by NonFungible.com gives an overview of the entire ecosystem of non-fungible tokens. These tokens represent a new class of assets circulating on blockchains, parallel to traditional cryptocurrencies. In 2018, these markets represent more than 200 million dollars exchanged.
This report is the exclusive property of NonFungible.com
We fingerprinted 27,000+ code repositories and 22 million code commits to create this H1 2019 Developer Report.
Developers are a leading indicator for where value will be created and accrue in crypto.
This report focuses on developer activity from June 2018 to June 2019.
Published by Electric Capital.
electriccapital.com
what’s Next Cryptocurrency to Skyrocket in.pdfaftab kasli
what’s Next Cryptocurrency to skyrocket in 2023.
January 23, 2023 aftabkasli CryptoCurrency 0
In this blog, we discuss the top cryptocurrency that can skyrocket in 2023.
A cryptocurrencies market continues grow in this year, the cryptocurrencies market has lost more than billions US dollars due to the new controversies coming from FTX and Binance coin. But the year end, investors are recently looking for some alternatives to invest some new coin. The market welcomed many crypto projects in this year, and some of them are perform well. with pumping a valuation of over $1.5 trillion. The market is expands, more and more exciting projects can launch and benefit from investors’ interest – leading to impressive price gains over both the short and long term. With that in mind, this guide discusses the next cryptocurrency to explode in 2023 . Such crypto are there :-
1).Solana (SOL) :- The top crypto to skyrocket in 2023 is Solana. This is the fastest growing crypto currency in last year with highly pump, many dApps developer creates their plateform on solana crypto network. Solana can handle approx 65000 transection per second (TPS). This data is come from various reports,with an average transection cost $0.00025. Despite a correction to a low of $25 in 2023, many investors are bullish on SOL long term. Experts predicted that Solana crypto price prediction for 2025 is hit the $250 level.
2).ApeCoin (APE) :- The Ape Coin is a ‘meme coin’ This coin have potential for the next big cryptocurrencies in 2023. Ape Coin is an ERC-20 token closely linked to the most expensive NFTs collection, considered one of the best NFTs to buy. Alp coin leading to much hype when it was released in 2019. Although BAYC’s creators didn’t develop Ape Coin, it has become the native token of the ‘Other side’, the metaverse platform launched by Yuga Labs. Aside from being used within this upcoming virtual world, Ape Coin has also been implemented in money from which we buys mobile games, goods and providing much-needed use cases. it could be the next crypto to blow up this year. Ape coin is one of the best future coin to buy for some potential returns
3).TRON (TRX):- Tron is the best cryptocurrency to invest in for decentralized, it is created on decentralized blockchain technology. TRON is an open source blockchain network that works like similarly to Ethereum because it can also host by dApps. However, TRON aims that is connect directly with consumers. As a Proof-of-Stake blockchain, investors can purchase TRX, TRON’s is native token, and stake it to generate a passive income. Finally, now TRON has partnership with Samsung on blockchain-based projects.
Link For Mining TRX Coin :- https://trxminingfarm.com/?ref=aftabkasli
4).Shiba Inu (SHIB):- Shiba Inu is also a ‘meme coin’ this coin have potential became next big cryptocurrency, And it is highly famous coin, This coin highly demanded in news it was launched in late 2020. In the last few weeks, it seems that all crypto
Avalanche is a proof-of-stake (PoS) blockchain platform that hosts decentralized packages (dApps) and custom blockchain networks. It's additionally one of the quickest and most clever settlement platforms. Smart contracts are self-executing agreements that stay on the blockchain and are pivotal to strolling DeFi packages and non-fungible tokens (NFTs). In this article let us understand how to buy AVAX in Canada!
State of Digital Assets May 2019 - Blockshine SingaporeRandeep Melhi
The Blockshine Singapore team has compiled some research about the state of Digital Assets in May 2019 and what the outlook is for the assets, the underlying technology and the regulations around them.
We fingerprinted 20,000+ code repos and 16M commits to create a Dev Report on where crypto developers are focused. Developers are a leading indicator for where value will be created and accrue in crypto.
This report focuses on developer activity from Jan, 2018 to Feb, 2019.
Published by Electric Capital.
electriccapital.com
The success of Web3 is still intimately tied to the Ethereum Ecosystem. Yet, the rise of Ethereum as the blockchain of choice for thousands of Web3 devs looking to build on top of it is under siege. Internally, more usage combined with the slow progress of Eth2.0/Consensus Layer has opened the door to legitimate complaints about slow transactions and high fees.
We fingerprinted nearly 500K code repositories and 160 million code commits across Web3 to create the 2021 Electric Capital Developer Report.
Originally published January 5, 2022. Updated January 26, 2022 to issue a correction.
Created by Electric Capital
https://www.electriccapital.com
We fingerprinted nearly 500K code repositories and 160 million code commits across Web3 to create the 2021 Electric Capital Developer Report.
Created by Electric Capital
https://www.electriccapital.com
GridMate - End to end testing is a critical piece to ensure quality and avoid...ThomasParaiso2
End to end testing is a critical piece to ensure quality and avoid regressions. In this session, we share our journey building an E2E testing pipeline for GridMate components (LWC and Aura) using Cypress, JSForce, FakerJS…
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
20 Comprehensive Checklist of Designing and Developing a WebsitePixlogix Infotech
Dive into the world of Website Designing and Developing with Pixlogix! Looking to create a stunning online presence? Look no further! Our comprehensive checklist covers everything you need to know to craft a website that stands out. From user-friendly design to seamless functionality, we've got you covered. Don't miss out on this invaluable resource! Check out our checklist now at Pixlogix and start your journey towards a captivating online presence today.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
- Improved developer experience and productivity through actionable findings and reduction of false positives
- Maintenance of superior security standards and inherent policy enforcement with Authorization to Operate (ATO)
Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
2. 2
>Blockchain
Development
Trends
2021_
This report analyzes key development trends
in core blockchain,DeFi and NFT projects
over the course of the past 12 months
The full methodology,data sources and code used
for the analysis are open source and available on the
Outlier Ventures GitHub repository.The codebase
is managed by Mudit Marda,and the report is compiled
by him with tremendous support of Aron van Ammers.
3. >The last 12 months
Executive summary_
* Ethereum is still the most actively developed Blockchain protocol, followed by
Cardano and Bitcoin.
* Multi-chain protocols like Polkadot, Cosmos and Avalanche are seeing a consistent
rise in core development and developer contribution.
* In the year of its public launch, decentralized file storage project Filecoin jumped
straight into the top 5 of most actively developed projects.
* Ethereum killers Tron, EOS, Komodo, and Qtum are seeing a decrease in core de-
velopment metrics.
* DeFi protocols took the space by storm with Ethereum being the choice of the
underlying blockchain and smart contracts platform. They saw an increase in core
development and developer contribution activity over the year which was all open
sourced. The most active projects are Maker, Gnosis and Synthetix, with Aave and
Bancor showing the most growth. SushiSwap and Yearn Finance, both launched in
2020, quickly grew toward and beyond the development activity and size of most
other DeFi protocols.
* NFT and Metaverse projects like collectibles, gaming, crypto art and virtual worlds
saw a market-wide increase in interest, but mostly follow a closed source devel-
opment approach. A notable exception is Decentraland, which has development
activity on the levels of some major blockchain technologies like Stellar and Al-
gorand, and ahead of some of the most popular DeFi protocols like Uniswap and
Compound.
3
4. 4
>Methodology_
For creating this report,186 GitHub organizations
were searched,6163 code repositories were indexed
and over a million commits were analyzed.
We have based our analysis on core repositories for each
protocol using Electric Capital’s crowdsourced Crypto Eco-
systems index as the base,with manual curation of relevant
organizations per ecosystem.All the core repositories of
each of the GitHub organizations of a protocol were taken
and the forked repositories,when marked as such on GitHub,
were ignored.Forking repositories is very common practice,
and leads to the development activity of one ecosystem
being included in another.Including all forks in the analysis
adds a lot more noise than signal.For similar reasons,only
activity for the default branch (main or master) of each re-
pository was included.In these ‘unforked’ repositories,all
commits to the default branch were indexed and analyzed.
We attribute the development activity for each or-
ganization on GitHub to a single protocol,and don’t
include individual repositories outside of those or-
ganizations,to most accurately show development
activity to the core development of protocols.
5. 5
Core Development
A measurement of weekly commits and code updates
(additions and deletions) over time to the core protocol
GitHub organisation repositories.Commits to the default
branch as well as line-by-line additions and deletions to
code across all repositories under each target organ-
isation were indexed and plotted for comparison.
Contributing Developers
A measurement of the monthly active developers in a
protocol’s core GitHub organization repositories over
time based on their commits.The developer commits to
all core repositories of each protocol were de-duplicated
against commits to other core repositories of the protocol
during a month to find all unique contributors per month.
GitHub Statistics
A measurement of the sum total of Stars,Forks and Releases
of each of the core repositories of the protocols’ GitHub or-
ganization indicating in some way its popularity and activity.
6. 6
>Blockchain Protocols_
The top 50 open source blockchain protocols by
market capitalization,plus the two leading per-
missioned non-tokenized platforms,Corda and
Hyperledger,were analyzed for metrics like core de-
velopment,contributing developers and codebase
statistics and compared for the purpose of this report.
Executive Summary
* Ethereum, with a total of 42457 commits, is still the most actively developed Block-
chain protocol, followed by Cardano (37327) and Bitcoin (21614). Polkadot and
Cosmos with 18879 and 17854 total commits are not too far behind in develop-
ment activity.
* Multi-chain protocols like Polkadot and Cosmos are seeing a consistent rise in
core development and developer contribution, maintaining their growth achieved
over the past year. Avalanche, their latest big competitor, saw tremendous growth,
increasing their weekly commits and monthly active developers by 4x over the
year, arriving at a level of around 50% of that of Cosmos and Polkadot.
* Decentralized storage protocols like Filecoin and Siacoin saw a jump in core de-
velopment, developer contribution and adoption. In the year of its public launch,
Filecoin joined the top 5 most actively developed blockchain projects.
* Ethereum killers Tron, EOS, Komodo, and Qtum are seeing a decrease in core de-
velopment metrics.
* In the enterprise blockchain domain, Hyperledger has higher development activity
than Corda, but Corda has slightly better growth.
7. 7
Top 5 most active
The most actively developed protocols are Ethereum
and Cardano,in a league of their own considering code
commits with 866 and 761 average weekly commits.
Bitcoin (441),Filecoin (405) and Polkadot (385) complete
the top 5 at levels around 50% of Ethereum and Cardano.
8. 8
Looking at the monthly active developers,Ethereum
leads with 220 monthly active core developers on
average,followed by Hyperledger (149),Cardano
(144),Bitcoin (103) and Filecoin (92).
9. 9
On the Rise
* Avalanche, Ocean Protocol, and Terra saw heavy gains in core development.
* Avalanche’s code commits grew 4x by the end of the year, with an even higher
peak around mid September which was probably to prepare for their mainnet re-
lease on September 21.
* Terra saw a nearly 5x jump in code commits with the highest code commits to its
core repositories being around September, probably because of the public main-
net upgrade, Columbus-4 in early October and the Houston development frame-
work for CosmWasm smart contracts in late September.
* Ocean Protocol had a consistent rise in code commits, peaking around mid Octo-
ber as they launched Datatokens & Ocean Market. This was a nearly 10x jump from
their year start and they ended the year with a 345% increase in commits.
* Hedera Hashgraph and Iota saw moderate gains in core development. Hedera
Hashgraph open sourced the source code of Hedera Network Services and Hash-
graph Consensus for public review. Iota launched their Rust node, ‘Bee’ in late
June and the first phase of Chrysalis (IOTA 1.5) network upgrade in mid August.
10. 10
* Avalanche, Terra, and Flow saw sharp increases in developer counts over the year.
* Ocean Protocol and Haven Protocol doubled up in contributing developer count.
11. 11
* Polkadot and Cosmos have seen a quite similar pattern in their developer contri-
bution counts, with Polkadot doubling its amount of monthly active core develop-
ers and Cosmos increasing by 60%.
12. 12
* Filecoin saw good growth in core development, especially in the third quarter as
they were preparing for their mainnet launch in mid October. In May, they
launched the second phase of their Testnet, which was the last major milestone
before mainnet launch and corresponds to a local maxima in the commits graph as
they released two interoperable Filecoin implementations (go-filecoin and lotus),
secure proofs (WinningPoSt and WindowPoSt), Drand, an overview of the network’s
cryptoeconomic structures, a new documentation site, and new security audits
before launch. In preparations for Slate (an open source file sharing network de-
signed for research and collaboration) in September and for Mainnet launch on
October 15th, the commits rose by 175% from opening weeks.
13. 13
* Filecoin saw a steady high level of monthly active developers, peaking around the
October mainnet launch.
* Solana (36%), Monero (35%), Zilliqa (33%), Tezos (30%) and Near Protocol (22%) also
saw an increase in contributing developers. Near Protocol saw a strong peak around
its mainnet launch end of April 2020.
14. 14
In Decline
* EOS, Tron, XRP, Qtum, Komodo, Nano, Handshake and WAX all dropped in com-
mits with 50% or more.
* Considering WAX has pivoted toward an NFT marketplace, this might explain the
decrease of open source development activity, as we will see further in this report
that most NFT marketplaces follow a closed source approach.
15. 15
* Tron, EOS, Cardano, Qtum, WAX, and Komodo saw a decline in developer counts
over the year.
16. 16
* Ethereum Classic and Bitcoin SV declined over the year as Ethereum, Bitcoin and
Bitcoin Cash held their ground.
17. 17
* Permissioned (non-tokenized) blockchains did not have a great year in terms of
development either. Hyperledger after a good start, saw a significant decline in
core development. Corda saw rising commits in the first half of the year which
came back to old numbers by the end of the year, doing better than Hyperledger
in maintaining its level but still lagging behind Hyperledger.
18. 18
Strong and Steady
* A large group of blockchain protocols were steady in their core development, av-
eraging over 50 weekly commits.
* Besides the top 5 most active projects, other projects showing consistent develop-
ment throughout the year were The Graph, Dash, ZCash, Zilliqa, Tezos, Decred,
Solana, Oasis and Fetch.ai.
19. 19
* Looking at monthly active core developers, we see a similarly large group with at
least 10 monthly active developers on average. Celo (50), Iota (45), Stellar (39),
Decred (38) and Zcash (29) are leading the pack.
20. 20
* Polkadot and Cosmos have been steady in core development metrics and main-
taining their growth achieved over the past year. Polkadot increased its level of
code commits by 53% from its initial weeks to May, preparing for the much awaited
release of the single relay chain on May 26th.
21. 21
* Both Polkadot and Cosmos show an increasing trend in monthly active core devel-
opers, ending the year with an increase of 100% (Polkadot) and 60% (Cosmos)
through 2020, despite a decrease around the holiday season.
22. 22
* Bitcoin and Ethereum have also been going strong in development over the year,
however the festive season at year end saw a fall in core development.
23. 23
Change Summary
The change in commits and monthly active develop-
ers over the year is calculated by averaging the commit
counts over the first and last two months of the year
and calculating the percentage change thereof.
Note that some protocols showing great growth have not been included in earli-
er sections because while the relative change was large, the absolute numbers of
commits and developers were low.
Change in weekly commits:
25. 25
GitHub Statistics
Ethereum has by far the most number of stars,followed by
Bitcoin and Hyperledger.Note the chart has a logarithmic
scale - Ethereum has almost double the stars of Bitcoin,
and the difference between Bitcoin and Hyperledger is
even greater.These three protocols have been forked the
most as well,as part of external developers contributing
code,and to give birth to forked chains and pet projects.
Other than these, EOS has also been forked quite a bit explaining the many sister
chains like Telos. Ripple and Stellar follow closely after that in fork count.
26. 26
Against a towering release count of Ethereum at 4119 releases to date, all other
protocols have less than a thousand releases.
27. 27
>DeFi Protocols_
2020 was the year of DeFi.Over the year,the total
value (in USD) locked into DeFi protocols as per DeFi
Pulse increased from a little under $700 million in
January 2020 to about $15 billion by December.
The top 50 DeFi protocols by amount locked (in $) across all categories in the DeFi
Pulse Leaderboard were analyzed for metrics like core development, contributing
developers and codebase statistics and compared for the purpose of this report.
In DeFi there is a strong open source mentality. A large part of development hap-
pens in smart contracts, which need to be open source for security reasons be-
cause of the high amount of value involved. Most DeFi projects also open source
all their other components like frontend applications and libraries, again because
of the high amounts of value involved, and the decentralized, community-oriented
nature of many of these projects.
This open source mentality is reflected in the fact
we see many forks of projects (and forks of forks of
forks…) as well as “mashups” combining code from
multiple DeFi protocols to create a new protocol.
28. 28
Executive summary
* Maker is still the most actively developed DeFi protocol, but its numbers are de-
creasing.
* Overall most active projects are Maker, Gnosis and Synthetix, with Gnosis showing
the most consistently high development activity throughout the year (276 weekly
commits on average) and Synthetix showing the greatest increase (58%).
* The two DeFi protocols growing most in code commits were Aave (763%) and
Bancor (264%).
* Yearn Finance and SushiSwap, launched in June and September 2020 respectively,
quickly grew toward and beyond the development activity and size of most other
DeFi protocols.
29. 29
Top 5 most active
The most active projects within DeFi in terms of commits were
Gnosis, Maker,Synthetix,Augur and Bancor.Of these,Gnosis
showed the highest and most stable level of development
activity with an average of 276 commits per week,while
Synthetix showed the most growth,with an increase of 58% in
weekly commits.
Notably all of these projects were started in 2018 or earlier. Some newer projects
that made a lot of the news headlines in 2020 like Yearn Finance, SushiSwap and
Curve Finance had good levels of core development activity, but haven’t proven
their long-term stamina in terms of development activity or community yet.
30. 30
In terms of average monthly active developers,the top 5
includes Maker,Gnosis and Synthetix again,as well as two
other projects that are central to DeFi: Compound and
Uniswap.
31. 31
On the Rise
The greatest increase in commits over the year was shown by
Aave (763%),Bancor (264%),Set Protocol (161%) and
mStable (153%).SushiSwap and yearn.finance,both projects
started in 2020,showed considerable growth too,followed by
Curve Finance, PieDAO and Synthetix.
Of the growing projects, Bancor, SushiSwap, Synthetix and Curve Finance reached
the highest absolute commit numbers.
33. 33
Balancer (190%), Aave (144%), Bancor (133%), mStable, Loopring, Uniswap and
Set Protocol all saw an increase in monthly active developers of over 50%.
SushiSwap and yearn.finance stand out again, growing from zero to respec-
tively 29 and 11 monthly active developers in the course of months. If yearn.
finance is able to maintain or grow its group of core developers, it would
end up in the top 5 of most active DeFi projects by monthly active develop-
ers, as it has already surpassed Synthetix and Uniswap on that metric.
34. 34
In Decline
Looking at projects showing a decrease of over 33% in commits or monthly ac-
tive developers, the first thing to note is that we see overall top 5 projects Maker,
Compound and Augur again, now in a more critical light. They have all declined
by over a third on both metrics. This suggests the old guard is losing developers
to a new generation of protocols. Projects showing over 33% decline in code com-
mits over the year were bZx, Maker, Opyn, InstaDApp, Alpha Homora, dYdX, Com-
pound, Augur, RenVM, and MCDEX.
35. 35
Maker,Compound,RenVM,MCDEX,dYdX,Augur and
Metronome all lost over 33% of monthly active developers.
Maker and Compound are still at 2-4x multiples of monthly
active developers compared to most other DeFi projects,but
if this trend continues they will quickly be at the same levels.
36. 36
Strong and Steady
Balancer, Gnosis,Nexus Mutual,Uniswap,and Loopring saw
steady commits across the year.Gnosis stands out again,with
an average number of weekly commits of 276 rivaling those of
major blockchain interoperability projects Polkadot (385) and
Cosmos (364).
37. 37
GitHub Statistics
Uniswap has the most number of stars and forks, followed by Maker and Gnosis.
Thereafter, Augur has been starred more whereas yearn.finance has been forked
more amongst the two.
Gnosis has the highest number of releases (587). The other protocols have under
500 releases.
38. 38
>NFTs and Metaverse
technologies_
Another big market trend in 2020 was the rise of non-fun-
gible tokens (NFTs),particularly in the second half of the
year.Building on enabling technologies and standards that
existed for a longer time,like ERC721 and ERC1155,appli-
cations like digital art and gaming saw significant uptake.
Related,we saw strong growth in virtual worlds or metaverses,
both centralized and decentralized,fueled by lockdowns
keeping people physically in their homes and eager for
social encounters online.We’ve taken a first look at open
source development trends in NFT and Metaverse projects.
Executive summary
Projects building NFTs and Metaverse technologies,in
stark contrast to DeFi protocols,tend to follow a closed
source development approach.The increase in interest
in NFTs and Metaverse applications was not reflected
in open source core protocol development metrics.
This applies to marketplaces for digital art,to block-
chain-based games,and to the virtual worlds themselves.
A notable exception is Decentraland, which has a level of open source core devel-
opment activity on par with some of the larger DeFi protocols.
39. 39
Selected projects
We have sourced projects starting from top
volume at NonFungible.com,and have
considered four main categories:
• NFT marketplaces
• Collectibles
• Gaming
• Metaverses / virtual worlds
After initial review,it became clear that in NFT market-
places,Collectibles and Gaming,there is very little open
source development activity.Unlike core blockchain
technologies and DeFi projects where code repositories
are presented first and foremost,for NFT-projects it’s very
common to not find any open source code presented,
or the organization to exist on GitHub but without any
public repositories.This extends to Metaverse projects,
where major projects like Somnium and The Sandbox
have little to no open source technology available.
The analysis is therefore limited to five projects that show at least a minimum
level of open source activity: Axie Infinity (Metaverse / Gaming), Cryptovoxels
(Metaverse), Decentraland (Metaverse), Enjin (Collectibles / Gaming), Opensea
(NFT marketplaces).
We hope and expect to see more open source development activity in the NFT and
Metaverse space to include in future editions of this report.
40. 40
Development activity
Looking at code commits,Decentraland is a clear outlier in the
NFT / Metaverse domain.Averaging 108 weekly code
commits,its level of development activity is on par with major
blockchain technologies like ZCash (127) and Stellar (111)
and would put it in the Strong and Steady category in that
domain.Compared to DeFi,Decentraland would end up in
the Top 5 Most Active,ahead of major projects like Uniswap
(52) and Compound (42).
Axie Infinity,Cryptovoxels,Enjin and Opensea saw a far
lower level of open source development activity,concen-
trating in the first half of 2020,notably before NFTs started
to get into the spotlight in the second half of the year.
41. 41
With monthly active developers we see a similar picture.De-
centraland has a steady level of 20 monthly active open
source developers,on par with major blockchain protocols
like Hedera Hashgraph (24) and Algorand (22),and way
ahead of Opensea (3), Axie Infinity and Enjin (2) and Cryp-
tovoxels (1).
42. 42
>Appendix:
Notes and Caveats_
* The Crypto Ecosystems index is a crowdsourced resource. While we have taken
care to include only relevant repositories for each included protocol and improve
on the existing directory as much as possible, inevitably there will be inaccuracies
in the underlying data. There are possibly also cases where readers might subjec-
tively attribute repositories and organizations to a different protocol than they are
attributed to in the Crypto Ecosystems index.
* In the previous edition of this report, called Blockchain Developer Report Q2 2020,
we included both core protocol development and (decentralized) applications
building on top of protocols, including the lists of individual repositories per eco-
system contained in the Crypto Ecosystems index as a source. In this edition we
have focused on only core protocol development, because the list of individual
repositories have become noisy and laborious to curate.
* Only repositories on GitHub were considered. For some protocols, core develop-
ment is done on other platforms like GitLab, so for those protocols the numbers in
this report are lower. We intend to include other platforms in future editions of this
report.
* Because we ignore forked repositories, some genuine development activity on
forks which are actively developed on, is not included in this report..
* Only activity for the main branch of each repository was included. It is common
software development practice for commits to first be made to a different branch,
such as “develop” or a feature branch, before they get merged to the main branch.
Some commits never get merged to the main branch. In such cases, some genuine
development activity was not included in this report.
* Because we include only organizations on GitHub rather than the full lists of indi-
vidual code repositories from the Crypto Ecosystems index, the absolute numbers
such as commits and monthly active developers in this report are lower than other
blockchain development activity analyses, including the previous edition of this
report.
43. 43
* Some code changes are committed by bots such as Dependabot. These have not
been removed when analysing developer activity. We aim to exclude bot activity in
future editions.
* Repositories which are forked, but not marked as such on GitHub, leads to artifi-
cially high developer activity metrics. This happens mainly with forked blockchain
protocols like Bitcoin Cash, Ethereum Classic, with forked DeFi protocols like Su-
shiSwap, but also with projects that start off from an existing codebase like Bitcoin
Core and build a new protocol from it. For some protocols this is a one-off, others
actively merge upstream changes from repositories that originated in other pro-
tocols. If these repositories are marked as forks on GitHub, they are ignored in
this report, but that is not always the case. In those cases, development activity is
counted in both the original protocol and the protocol maintaining the fork.
* Additionally, there are highly active repositories which could be attributed to multi-
ple protocols. A notable example is core-geth, an Ethereum node implementation
with the explicit goal of supporting multiple networks like Ethereum, Ethereum
classic and others, and which merges upstream changes from go-ethereum.
* We attribute the development activity for any organization on GitHub to a single
protocol. Some organizations work for multiple protocols, with more focus on one
or more. For example, IOHK works mostly for Cardano development but is also
involved in Ethereum Classic, and others. Therefore, analysing repositories for such
organizations gives inflated data for the protocol where the activity is attributed to.
* There is a slight difference in period for data of commits and monthly active devel-
opers. For developers, the period is the full year 2020 on a monthly basis. For com-
mits, the period starts on, data for the first three weeks of the year are not included
due to limitations of the GitHub statistics API.
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