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While testing software products, quality engineers face diverse defects that might greatly affect the release date. They can lead to delays in customer delivery dates and increased cost of development for a company. Lots of issues result from ambiguous, incompleteness, or incorrect functional requirements. Fuzzy requirements lead not only to higher costs but also may result in: Bugs and errors during or after implementation A distorted view of functionality or product goals Double work for every part of the team (system, software, quality engineers) To prevent such requirements from entering the development and testing cycle it is essential that a specialist on the team, such as a system analyst, a QA engineer, a product manager or other role, tests the requirements before your team starts the development of the project. Classification of Requirements Let’s consider basic notions and start with the definition and types of requirements. Despite the fact that there are plenty of definitions, I give my preference to the next one. According to Ian Sommerville, “The requirements themselves are the descriptions of the system services and constraints that are generated during the requirements engineering process.” This means that all types of documentation, such as user stories, diagrams, and scenarios are viewed from system analysts’ perspective as requirements that should describe the behavior of a system that your team is going to launch for clients. There are four types of such requirements: Business requirements: a high-level business goal of a product or team that builds a product. User requirements: tasks or goals that customers want to achieve using the software and features necessary for that purpose. Functional requirements, which describe the features that a system will display or perform under specific conditions. Non-functional requirements, which limit services or functions that a system offers for clients. The most popular chart that illustrates relationships among various types of requirements is provided in the book “Software Requirements” written by Karl Wiegers and Joy Beatty. I will cite a simple version of it below. Requirements Quality Criteria Collecting and writing down all necessary requirements for the system is vitally important, however, these requirements should also meet quality criteria. The following principles may help to identify which feature requests for the product require additional elaboration from the business’s or system analysis’ perspective. Completeness Each requirement must contain all necessary information for readers to understand it, and there must be enough information for implementation by a development team. Obviously, it is not possible to elaborate on every single requirement for your product, however, it is important to check that documentation does not have ambiguity or missing requirements. Correctness Each request must be correct. This means it must be worthwhile and truthful in relation to system functionality and stakeholder requirements. In addition to that, low-level requirements should not conflict with high-level or parental ones. Consistency Project requirements must not conflict with any other requirements, inner and external documentation, and standards. You should pay attention to the relationships between the requirements and compare them to identify similar or partial duplicates before starting the development. For example, if you use user stories in feature requests for your project, make sure they don’t contain duplicates as there may be cases when the same statement is used for different roles and the same goal is achieved in different ways. Unambiguity Regardless of the fact that ambiguity is a basic property of natural language, requirements must be written clearly and explicitly. They must be easily understandable by the reader and must not contain possible different interpretations. If the requirement is ambiguously formulated, it should be clarified to the extent that it is clearly understood by all participants in the development process. Viability Requirements should be possible to implement within the project. Most projects have different limitations such as budget, employees’ skill level, development language features, etc. Before the requirements are set, they should be evaluated by business and development teams to ensure that their implementation does not exceed the costs of the project and does not require excessive effort on the part of developers. However, before striking out the requirements, the product owner must evaluate the impact on the project’s or client’s needs. Testability If requirements cannot be verified, it is hard to identify that they were implemented correctly. Testable requirements are key to building a product that can be easily maintained in the future and would provide clients with the functionality that fits their needs. Moreover, performing requirements examination by a QA team to identify their testability also helps to avoid incorrect, incomplete, and ambiguous requirements in the project. Priority Generally, prioritization describes the importance of each feature request and allows the project manager to identify the most valuable ones in order to plan the release schedule and find resources for development. In addition, marking requirements as important, desirable, and nice to have helps stakeholders to reveal hidden user needs and helps developers correctly allocate the efforts. Traceability All requirements must have unique identifiers that link them to the original business needs, specifications, code that implements them, and verification tests. This allows us to facilitate work with requirements throughout the development life cycle and to ensure their traceability. After the analysis phase, but before the implementation, all requirements should be additionally reviewed by quality engineers to ensure that documentation meets all quality specifications. This helps prevent possible bugs before development starts. Furthermore, it is good practice if your team has a checklist for evaluating the quality of requirements on the project. This greatly simplifies the requirements collection stage and reduces the time spent on the task by every party involved. Requirements Testing Checklist The following list can help you identify requirements that don't provide enough information about the customer's needs, describe the system environment, prevent the IT team from implementing the product, or cover it with tests. If, during the review of the requirements, the answer to many of these questions is “no,”  then there is an increased risk that the requirements are implemented incorrectly. Completeness: The requirements cover all system and customer needs. All requirements that need additional elaboration are marked as TBC (To Be Confirmed). The requirements cover all characteristics of the product, such as inputs/outputs interfaces, software/hardware, operation system, etc. The requirements describe all assumed errors (business and system faults). The requirements contain a description of the acceptance criteria (inspection, demonstration, analysis, testing, etc.). The specification provides safety and security claims correctly. Correctness: None of the requirements have spelling and grammatical errors. Each requirement is stated in a clear, unambiguous, and precise manner. The requirements avoid statements about the solution to the problem. The requirements can be implemented within known limitations. The terminology is clear and consistent. The requirements don’t contain signs of multiple requirements such as conjunctions “and,” “but,” “or” or similar linkers. Consistency: Each requirement is defined only once. None of the requirements have logic and temporal conflicts with others. The output data of one requirement is consistent with the input data of another respective requirement. All formalized and schematic material is consistent with the text of the requirements. Unambiguity: The requirements are written in natural language using the customer's domain vocabulary. The requirements have only one possible interpretation, and everyone consents to their meaning. All terms mentioned in the requirements are defined in the glossary. Viability: Required specialists, tools, software, and other technology available for implementation. Technologies and tools allow your team to fulfill every requirement. The requirements don’t limit the implementation method. The end product characteristics described in the requirements are realistic and achievable. Testability: Each requirement can be testable or verifiable by some methods (inspection, demonstration, analysis, testing). Each requirement is quantifiable. Test results of the requirements can be estimated against predefined acceptance criteria. Priority: Each requirement has an implementation priority. Priorities are justified in terms of product functionality. Traceability: Each requirement is uniquely and clearly identified. Each requirement is traceable correctly to an origin high-level requirement, external documentation, and other project specification. The requirements are expressed independently and don’t mix with other ones. The requirements are structured in a hierarchic logical way that is clearly understandable for readers. Requirements are as important a development artifact as the code based on them. So, the processes applied to feature development—review, test, refine—should also be applied to requirements. Properly written requirements allow a company to involve new employees in a project more efficiently. Also, they provide technical specialists with a complete picture of the tasks being implemented. Moreover, an appropriate level of requirements allows you to plan product improvements and changes without using a codebase and build a traceability matrix for your product, which directly affects its quality. An efficient traceability matrix shows test coverage of the system, therefore it allows us to determine which services need more attention from the QA team. All these measures could reduce the cost of implementation by finding solutions and answers to questions at an early stage when the requirements have not yet been implemented or tested.

Testing the Requirements: Classifications, Criteria, and Checklist

It was a difficult and challenging journey. Many times, I believed that I had reached a senior level, but my tech leaders thought otherwise. The issue was that none of them could provide clear guidance on how to progress in the right direction. Each one had a different opinion. It took me five years to finally overcome this hurdle. I decided to help others who are looking for clear answers and guidance to create an action plan. I am confident that you can achieve your goals faster and with less difficulty. After reviewing these criteria, you may realize that your current company is undervaluing you. In this case, you can confidently ask for a promotion or look for a new job. If you are already a senior developer and are unsure whether other companies will evaluate you in the same way, this article will help you identify your growth areas and quickly level up. On average, outsourcing companies often have lower requirements for senior developers because they can sell their services to clients at a higher price. In contrast, product companies try to optimize costs and may undervalue their developers. So, let’s begin! After performing an analysis, I identified seven essential criteria. Every business aims to spend less and earn more. Therefore, money is at the core of each criterion. Planning and pragmatism You manage risks and think strategically. You know when to implement solutions quickly and straightforwardly, recognizing that a certain aspect of the project may no longer exist tomorrow. And when you need to invest time in architecture and profoundly work everything out so that it is fast and reliable in the future. You have a vision for how the project will develop in the future, and you make architectural decisions based on that vision. You are capable of independently decomposing large features and then planning the development in an iterative approach. This way, the business can start benefiting as soon as possible. You can estimate the time required for a task in a way that doesn't lead to working overnight and missing deadlines. You can take risks into account and don't let the business down. If something is going completely wrong, you timely suggest alternative solutions. You have a good understanding of the current development process and can identify its shortcomings. Based on this knowledge, you can suggest improvements to make the process more efficient and effective. Speed You possess highly advanced skills. What a junior employee might accomplish in a day, you can complete in just a couple of hours. You rarely need to search for information on how a programming language or library functions work. With your extensive experience, intuition guides you towards solutions with ease. You know how to quickly and consciously debug code. Accuracy You can easily and quickly account for all possible edge cases by considering scenarios such as a large amount of data, unexpected user behavior, or third-party service failures. By anticipating and planning for these situations, you can ensure that the data is saved and users have a positive experience, even if a server goes down completely. Your code is clean, understandable, and minimal. The style is consistent, and the naming is clear. You understand how to organize a project by considering layers, creating clear abstractions, ensuring modularity, and determining how components are connected to one another. The number of bugs in production tends toward zero. The money the business would have spent on fixing bugs and retaining unhappy users is already included in your salary. Your code works efficiently. You know about data structures and their differences, and you understand how to achieve fast and smooth product performance. Ideally, you can solve complex problems with simple and inexpensive solutions. You possess a high level of expertise in the tools and technology you use. Autonomy You no longer need help with code or technology. You will communicate directly with the business to clarify requirements and work out necessary features for implementation. Broad knowledge You stay up-to-date with the development of the technologies you use, including new features of the language and frameworks. You have already subscribed to various email newsletters and follow industry leaders on Twitter. You have worked on several projects with different teams, solving various problems and using a variety of technologies. As a result, you have gained an understanding of the pros and cons of different approaches. Battle experience You can integrate the best practices: testing, CI/CD, error monitoring, and so on. By the way, I wrote about this in another article: 7 Proven Practices to Boost Development Speed and Project Quality You have created projects from scratch, guiding them through all stages: from hypothesis validation to a fully-fledged production application. Knowledge sharing You can mentor less experienced colleagues. You conduct high-quality code reviews: you notice not only the absence of space in a line but also think in terms of solving the problem as a whole. Ideally, but not necessarily, you do this publicly: write articles, teach, engage in mentoring on special platforms, or organize workshops. Receiving external validation is a huge plus. In conclusion, you can discuss the possibility of including these criteria in your personal development plan with your manager, or ask your colleagues to evaluate you. This can be a valuable way to continue improving in your role. Thank you for reading my article! I hope my guide was helpful. Feel free to leave any comments or suggestions you may have, and don't hesitate to share your success stories in the comments. Also, your likes and comments inspire me to write new articles.

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Seychelles, December 12, 2024 – Global leading cryptocurrency platform MEXC announced new benefits for MEXC Token (MX) holders as the token recorded a nearly 50% gain over the past month. This growth comes amidst MEXC's launch of multiple new campaigns and continuous listings of trending tokens. In November 2024, MEXC conducted 103 Kickstarter events, distributing free new token airdrops with an annualized return of up to 56%. On November 5, MX hit its 2024 low of $2.62 before rebounding to $3.97 by December 9, 2024, at 13:00 (UTC). This strong recovery has positioned MX as a key focus in the platform token market. Enhanced Benefits for MX Holders Upgraded New Token Airdrops Beginning December 1, MEXC lowered the threshold for its “Kickstarter” airdrop campaign. Users holding at least 500 MX for 24 hours can participate in monthly new token airdrops. Rewards can be increased by holding more MX or inviting friends, with referral commissions of up to 70% for qualified agents. Over the past 12 months, MEXC conducted 2,308 Kickstarter events, with a total distribution of approximately USD 137 million, representing an average of 192 airdrops and USD 11.42 million per month. Based on holding 1,000 MX and the November 30 closing price, the cumulative annualized return reached up to 71%. 50% Trading Fee Discounts **Holding MX offers significant reductions in trading fees.
\ 50% Fee Discount: Users holding 500 MX for 24 hours now qualify for a 50% discount on spot and futures trading fees, down from the previous 1,000 MX requirement. 20% Fee Deduction Option: Users with less than 500 MX can still benefit from an 20% fee deduction using MX holdings. Note: To access the 50% fee discount, users must hold 500 MX in their spot account for spot trading or in their futures account for futures trading. For detailed fee structures and personalized rates, please visit >>> Up to 70% Commission Rebates By becoming a MEXC agent and meeting certain criteria, users can access a 70% commission rebate on spot and futures trades. This incentive not only enhances potential earnings for MX holders but also supports MEXC’s community growth and market outreach. Conditions to achieve a 70% rebate include(fulfilling either criterion): This story was distributed as a release by Btcwire under HackerNoon’s Business Blogging Program. Learn more about the program here Becoming a MEXC agent, inviting five new users who complete their first trades, and holding at least 2,000 MX;
Becoming a MEXC agent and holding at least 20,000 MX. Inviting new users also increases the “kickstarters” airdrop multiplier, providing additional avenues for rewards. More details: https://www.mexc.com/invite New Launchpool Model Coming Soon Users will soon be able to stake MX to participate in token airdrops through a revamped Launchpool model. The new model features no minimum staking requirement, an expanded reward pool, and a selection of higher-quality tokens, offering MX holders greater earning potential. As MEXC continues to expand its offerings—including additional MX-related activities, new functionalities, VIP tiers, and innovative platform use cases—MX’s growth potential remains significant. About MEXC Founded in 2018, MEXC is committed to being "Your Easiest Way to Crypto". Serving over 30 million users across 170+ countries, MEXC is known for its broad selection of trending tokens, frequent airdrop opportunities, and low trading fees. Our user-friendly platform is designed to support both new traders and experienced investors, offering secure and efficient access to digital assets. MEXC prioritizes simplicity and innovation, making crypto trading more accessible and rewarding. MEXC Official Website｜ X ｜ Telegram ｜How to Sign Up on MEXC ｜__Supercar Giveaway__ This story was distributed as a release by Btcwire under HackerNoon’s Business Blogging Program. Learn more about the program here Seychelles, December 12, 2024 – Global leading cryptocurrency platform MEXC announced new benefits for MEXC Token (MX) holders as the token recorded a nearly 50% gain over the past month. This growth comes amidst MEXC's launch of multiple new campaigns and continuous listings of trending tokens. In November 2024, MEXC conducted 103 Kickstarter events , distributing free new token airdrops with an annualized return of up to 56%. On November 5, MX hit its 2024 low of $2.62 before rebounding to $3.97 by December 9, 2024, at 13:00 (UTC). This strong recovery has positioned MX as a key focus in the platform token market. MEXC conducted 103 Kickstarter events MEXC conducted 103 Kickstarter events Enhanced Benefits for MX Holders Upgraded New Token Airdrops Upgraded New Token Airdrops Beginning December 1, MEXC lowered the threshold for its “Kickstarter” airdrop campaign. Users holding at least 500 MX for 24 hours can participate in monthly new token airdrops. Rewards can be increased by holding more MX or inviting friends, with referral commissions of up to 70% for qualified agents. Over the past 12 months, MEXC conducted 2,308 Kickstarter events, with a total distribution of approximately USD 137 million, representing an average of 192 airdrops and USD 11.42 million per month. Based on holding 1,000 MX and the November 30 closing price, the cumulative annualized return reached up to 71%. 50% Trading Fee Discounts 50% Trading Fee Discounts 50% Trading Fee Discounts ** Holding MX offers significant reductions in trading fees. \ 50% Fee Discount: Users holding 500 MX for 24 hours now qualify for a 50% discount on spot and futures trading fees, down from the previous 1,000 MX requirement. Holding MX offers significant reductions in trading fees. Holding MX offers significant reductions in trading fees. 20% Fee Deduction Option: Users with less than 500 MX can still benefit from an 20% fee deduction using MX holdings. Note: To access the 50% fee discount, users must hold 500 MX in their spot account for spot trading or in their futures account for futures trading. Note: To access the 50% fee discount, users must hold 500 MX in their spot account for spot trading or in their futures account for futures trading. For detailed fee structures and personalized rates, please visit >>> For detailed fee structures and personalized rates, please visit >>> For detailed fee structures and personalized rates, please visit >>> For detailed fee structures and personalized rates, please visit >>> Up to 70% Commission Rebates By becoming a MEXC agent and meeting certain criteria, users can access a 70% commission rebate on spot and futures trades. This incentive not only enhances potential earnings for MX holders but also supports MEXC’s community growth and market outreach. By becoming a MEXC agent and meeting certain criteria, users can access a 70% commission rebate on spot and futures trades. This incentive not only enhances potential earnings for MX holders but also supports MEXC’s community growth and market outreach. Conditions to achieve a 70% rebate include(fulfilling either criterion): This story was distributed as a release by Btcwire under HackerNoon’s Business Blogging Program. Learn more about the program here here here Becoming a MEXC agent, inviting five new users who complete their first trades, and holding at least 2,000 MX; Becoming a MEXC agent and holding at least 20,000 MX. Becoming a MEXC agent, inviting five new users who complete their first trades, and holding at least 2,000 MX; Becoming a MEXC agent and holding at least 20,000 MX. Inviting new users also increases the “kickstarters” airdrop multiplier, providing additional avenues for rewards. More details: https://www.mexc.com/invite https://www.mexc.com/invite https://www.mexc.com/invite New Launchpool Model Coming Soon New Launchpool Model Coming Soon Users will soon be able to stake MX to participate in token airdrops through a revamped Launchpool model. The new model features no minimum staking requirement, an expanded reward pool, and a selection of higher-quality tokens, offering MX holders greater earning potential. As MEXC continues to expand its offerings—including additional MX-related activities, new functionalities, VIP tiers, and innovative platform use cases—MX’s growth potential remains significant. About MEXC Founded in 2018, MEXC is committed to being "Your Easiest Way to Crypto". Serving over 30 million users across 170+ countries, MEXC is known for its broad selection of trending tokens, frequent airdrop opportunities, and low trading fees. Our user-friendly platform is designed to support both new traders and experienced investors, offering secure and efficient access to digital assets. MEXC prioritizes simplicity and innovation, making crypto trading more accessible and rewarding. MEXC Official Website｜ X ｜ Telegram ｜How to Sign Up on MEXC ｜__ Supercar Giveaway __ MEXC Official Website ｜ X ｜ Telegram ｜ How to Sign Up on MEXC MEXC Official Website ｜ X ｜ Telegram ｜ X ｜ Telegram X ｜ Telegram How to Sign Up on MEXC Supercar Giveaway This story was distributed as a release by Btcwire under HackerNoon’s Business Blogging Program. Learn more about the program here This story was distributed as a release by Btcwire under HackerNoon’s Business Blogging Program. Learn more about the program here here here

MEXC Unlocks New Benefits For MX Holders As Price Climbs Nearly 50% Within a Month

MEXC በአንድ ወር ውስጥ ወደ 50% የሚጠጋ ዋጋ ሲጨምር ለኤምኤክስ ያዢዎች አዲስ ጥቅሞችን ይከፍታል።

MEXC ukax MX ukankirinakatakix machaq askinak jist’arawayi kunatix mä phaxsitx niya 50% ukharuw chanipax jilxattawayi

MEXC MX sahibləri üçün yeni üstünlükləri açır, çünki qiymət bir ay ərzində təxminən 50% qalxır

MEXC låser op for nye fordele for MX-indehavere, da prisen stiger næsten 50 % inden for en måned

MEXC ofrece nuevos beneficios para los titulares de MX a medida que el precio aumenta casi un 50 % en un mes

MEXC、MX 保有者向けに新たな特典を提供開始、価格が 1 か月以内に 50% 近く上昇

MEXC suteikia naujų privalumų MX turėtojams, nes per mėnesį kaina pakyla beveik 50 %

MEXC zhbllokon përfitime të reja për mbajtësit e MX ndërsa çmimi rritet gati 50% brenda një muaji

МЕКСЦ откључава нове погодности за власнике МКС-а пошто цена расте за скоро 50% у року од месец дана

ዋጋ ኣብ ውሽጢ ሓደ ወርሒ ዳርጋ 50% እናወሰኸ ኣብ ዝኸደሉ ዘሎ እዋን፡ MEXC ንወነንቲ MX ሓድሽ ረብሓታት ከፊቱ

I-MEXC Ivula amaNcedo amaTsha kubaPhathi beMX njengoko ixabiso linyuka phantse nge-50% kwinyanga

MEXC 为 MX 持有者带来新福利，价格在一个月内上涨近 50%

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DWF Labs has selected Koma Inu as the inaugural recipient of its $20 million Meme Fund, marking a significant development in the memecoin sector. The investment comes two weeks after the fund's launch on November 25, 2024. The fund, established to support blockchain-agnostic memecoin projects, represents DWF Labs' expansion into the growing memecoin market. The investment firm, known for its high-frequency cryptocurrency trading operations across 60 exchanges, aims to identify projects with community engagement and development potential. DWF Labs' track record includes partnerships with several memecoin projects that have achieved Binance listings, including Floki, Turbo, Simon's Cat, and Neiro Ethereum. Recent collaborations include Barsik and NikolAI, highlighting the firm's continued involvement in the memecoin space. The selection of Koma Inu as the fund's first investment indicates DWF Labs' strategy to support projects across various blockchain networks. This approach aligns with the fund's chain-agnostic philosophy, which seeks to promote development regardless of the underlying blockchain technology. Andrei Grachev, Managing Partner at DWF Labs, previously emphasized the cultural significance of memecoins in the cryptocurrency ecosystem. The fund aims to provide both financial resources and strategic guidance to selected projects, focusing on their potential for community building and market growth. The development occurs amid increasing institutional interest in the memecoin sector. DWF Labs' investment strategy includes evaluating projects based on their community engagement metrics, technical development, and potential for market adoption. The fund's launch and first investment reflect the evolution of the memecoin market from purely speculative assets to projects seeking structured development and institutional backing. This shift suggests a maturing approach to memecoin investments, combining traditional venture capital methodology with cryptocurrency market dynamics. DWF Labs continues to accept applications from memecoin projects through their website, maintaining an open approach to identifying potential investments. The firm's position as a market maker and trading entity provides additional context to their investment decisions, as they maintain active involvement in cryptocurrency market operations. The selection of future investments will likely follow similar criteria, focusing on projects that demonstrate potential for sustainable growth and community development. This approach indicates a structured methodology in evaluating memecoin projects, moving beyond traditional metrics of social media popularity. As the memecoin sector continues to evolve, DWF Labs' investment framework may influence how other institutional investors approach this market segment. The fund's activities suggest an increasing sophistication in memecoin project evaluation and support mechanisms. This development marks a notable step in the institutionalization of memecoin investments, potentially setting precedents for future fund deployments in this sector. The outcome of this initial investment could influence the direction of subsequent allocations from the $20 million fund. Don’t forget to like and share the story! Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program. HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR DWF Labs has selected Koma Inu as the inaugural recipient of its $20 million Meme Fund, marking a significant development in the memecoin sector. The investment comes two weeks after the fund's launch on November 25, 2024. The fund, established to support blockchain-agnostic memecoin projects, represents DWF Labs' expansion into the growing memecoin market. The investment firm, known for its high-frequency cryptocurrency trading operations across 60 exchanges, aims to identify projects with community engagement and development potential. DWF Labs Koma Inu DWF Labs' track record includes partnerships with several memecoin projects that have achieved Binance listings, including Floki, Turbo, Simon's Cat, and Neiro Ethereum. Recent collaborations include Barsik and NikolAI, highlighting the firm's continued involvement in the memecoin space. The selection of Koma Inu as the fund's first investment indicates DWF Labs' strategy to support projects across various blockchain networks. This approach aligns with the fund's chain-agnostic philosophy, which seeks to promote development regardless of the underlying blockchain technology. Andrei Grachev, Managing Partner at DWF Labs, previously emphasized the cultural significance of memecoins in the cryptocurrency ecosystem. The fund aims to provide both financial resources and strategic guidance to selected projects, focusing on their potential for community building and market growth. The development occurs amid increasing institutional interest in the memecoin sector. DWF Labs' investment strategy includes evaluating projects based on their community engagement metrics, technical development, and potential for market adoption. The fund's launch and first investment reflect the evolution of the memecoin market from purely speculative assets to projects seeking structured development and institutional backing. This shift suggests a maturing approach to memecoin investments, combining traditional venture capital methodology with cryptocurrency market dynamics. DWF Labs continues to accept applications from memecoin projects through their website, maintaining an open approach to identifying potential investments. The firm's position as a market maker and trading entity provides additional context to their investment decisions, as they maintain active involvement in cryptocurrency market operations. The selection of future investments will likely follow similar criteria, focusing on projects that demonstrate potential for sustainable growth and community development. This approach indicates a structured methodology in evaluating memecoin projects, moving beyond traditional metrics of social media popularity. As the memecoin sector continues to evolve, DWF Labs' investment framework may influence how other institutional investors approach this market segment. The fund's activities suggest an increasing sophistication in memecoin project evaluation and support mechanisms. This development marks a notable step in the institutionalization of memecoin investments, potentially setting precedents for future fund deployments in this sector. The outcome of this initial investment could influence the direction of subsequent allocations from the $20 million fund. Don’t forget to like and share the story! Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program. HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program . HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR Vested Interest Disclosure: business blogging program business blogging program

DWF Labs' First Meme Fund Investment Goes to Koma Inu Project

Първата инвестиция на Meme Fund на DWF Labs отива в проекта Koma Inu

První investice do meme fondu DWF Labs jde do projektu Koma Inu

La primera inversión del fondo Meme de DWF Labs se destina al proyecto Koma Inu

डीडब्ल्यूएफ लैब्स का पहला मेम फंड निवेश कोमा इनु प्रोजेक्ट में गया

A DWF Labs első Meme Fund befektetése a Koma Inu Projecthez kerül

DWF Labs 初のミームファンド投資は Koma Inu プロジェクトへ

Primeiro investimento do fundo de memes da DWF Labs vai para o projeto Koma Inu

Uwekezaji wa Kwanza wa Mfuko wa Meme wa DWF Labs Unaenda kwa Mradi wa Koma Inu

DWF லேப்ஸின் முதல் மீம் ஃபண்ட் முதலீடு கோமா இனு திட்டத்திற்கு செல்கிறது

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While testing software, you’ll often encounter the question; what can be done to improve test coverage? This task can be challenging, as the software evolves. New features might be added to the codebase, or existing code may change. Before discussing tips for improving test coverage, let’s first explore why striving for better coverage is valuable. Why test coverage is crucial In software testing, we try our best to ensure that the software is reliable, meets the requirements, and is of the maximum quality. Imagine your team released a project on production with an undetected bug, What would happen? it would affect the user’s experience and could cause user drop. In addition, fixing a bug after release is a headache for the team. Moreover, it could cause the system to undergo downtime and impose charges on the company. If we find the bug and fix it before the production release, we will roll out the feature more effectively. That is why we want to ensure the software is well-tested, leaving no stone unturned. Although releasing 100% bug-free software seems impossible, it’s our job to edge closer to 100%. Tips to enhance test coverage in software QA I have used some tips to improve the test coverage of the software that I am sharing with you: 1- Define what you want to achieve and how you will measure your success. For example, define devices or platforms you are going to run your tests on or test your software under different situations. 2- Design test cases based on requirements and risks. Requirements-based testing ensures that your tests cover the features and functions that the software should provide. Risk-based testing ensures that your tests cover the areas and scenarios that are most likely to cause failures or problems. 3- Use multiple types of tests such as E2E,  compatibility, sanity, and so on. 4- Review and update test cases regularly. This will help you to go through your test cases and update them based on the changes to the software. You can do this step on a scheduled basis or on demand. 5- Improve code coverage by leveraging unit tests. It is suggested to mix unit tests with other types of tests such as integration tests,. Let’s discuss these in more detail. Designing test cases You can use business documents, user stories, and product documents to find out what functionalities your software should have. As a result, you can write test cases based on all requirements. Try to see the software from the end user's perspective to know how the user interacts with the software and how they move through it. In addition, you should consider edge cases and boundaries. Apply technical documents and swagger files to keep track of risks and failure areas. For example, in a sign-in page like below: Suppose that when the user taps on the username, the keyboard opens with digits only. This means the user can enter only numbers in the username field. But, if the user enters strings, what happens? How will the server handle it? Does a string crash the server? This is an example of a risk/failure point. It should be considered in the swagger file how the server should respond when an invalid or undefined input arrives. As a result, by using swagger files you can detect the possible failure bugs. The flows of the software and the interactions between the server and databases are usually put in technical documents. By using technical documents, you can discover the flaws and risk points too. Using Multiple Tests There are numerous types of tests in the software QA, but I won’t explore all of them here—I’ll save that for a dedicated article on HackerNoon. Each testing type serves a unique purpose, targeting specific aspects of the software to ensure quality and reliability. For example, focusing solely on performance tests might leave other critical areas, like compatibility across different platforms or devices, unexamined. To truly cover all angles of your application, it’s essential to incorporate as many testing types as possible. Improving code coverage Code coverage is a metric that measures how much of your source code is tested. The question is - how can you measure your code coverage? The answer is simple; by leveraging code coverage tools. You may ask how a tool calculates the coverage. Well, some criteria will be used by the tool to determine what parts of your code were not run in your test suite. There are some common metrics such as function, statement, branches, condition, and line. The tool will go through the code and discover all available metrics in the code. The formula is simple; the percentage of code coverage = (the tested metrics/all metrics in code) * 100. The table below presents some popular code coverage tools based on the programming languages: Programming Language

Code Coverage Tool/Tools



Java

Jacoco, OpenClover, JCov, Cobertura



JavaScript

Istanbul, Blanket, jscoverage



Ruby

SimpleCov, undercover, DeepCover



Python

Coverage.py, pytest-cov



Golang

test-cover command (built-in)



PHP

PHPUnit



Kotlin

Cobertura, JaCoCo



C#

Coverlet, NCover, dotCover



C++

Parasoft Jtest, Coco code coverage, Testwell CTC++ Conclusion To sum up, is it challenging to reach 100% test coverage in the software QA area. The key is that besides using some tips to provide better action, we should monitor the behavior of the application and have an eye on the production to recognize the possible issues that our users raise. In this way, we can find out the missing scenarios and add the related tests to our systems. References https://about.codecov.io/blog/the-best-code-coverage-tools-by-programming-language/ https://www.atlassian.com/continuous-delivery/software-testing/code-coverage Image header: by vectorjuice on freepik While testing software, you’ll often encounter the question; what can be done to improve test coverage? This task can be challenging, as the software evolves. New features might be added to the codebase, or existing code may change. Before discussing tips for improving test coverage, let’s first explore why striving for better coverage is valuable. Why test coverage is crucial In software testing, we try our best to ensure that the software is reliable, meets the requirements, and is of the maximum quality. Imagine your team released a project on production with an undetected bug, What would happen? it would affect the user’s experience and could cause user drop. In addition, fixing a bug after release is a headache for the team. Moreover, it could cause the system to undergo downtime and impose charges on the company. If we find the bug and fix it before the production release, we will roll out the feature more effectively. That is why we want to ensure the software is well-tested, leaving no stone unturned. Although releasing 100% bug-free software seems impossible, it’s our job to edge closer to 100%. Tips to enhance test coverage in software QA I have used some tips to improve the test coverage of the software that I am sharing with you: I have used some tips to improve the test coverage of the software that I am sharing with you: 1- Define what you want to achieve and how you will measure your success. For example, define devices or platforms you are going to run your tests on or test your software under different situations. 2- Design test cases based on requirements and risks. Requirements-based testing ensures that your tests cover the features and functions that the software should provide. Risk-based testing ensures that your tests cover the areas and scenarios that are most likely to cause failures or problems. 3- Use multiple types of tests such as E2E,  compatibility, sanity, and so on. 4- Review and update test cases regularly. This will help you to go through your test cases and update them based on the changes to the software. You can do this step on a scheduled basis or on demand. 5- Improve code coverage by leveraging unit tests. It is suggested to mix unit tests with other types of tests such as integration tests,. Let’s discuss these in more detail. Designing test cases You can use business documents, user stories, and product documents to find out what functionalities your software should have. As a result, you can write test cases based on all requirements. Try to see the software from the end user's perspective to know how the user interacts with the software and how they move through it. In addition, you should consider edge cases and boundaries. Apply technical documents and swagger files to keep track of risks and failure areas. For example, in a sign-in page like below: For example, in a sign-in page like below: Suppose that when the user taps on the username, the keyboard opens with digits only. This means the user can enter only numbers in the username field. But, if the user enters strings, what happens? How will the server handle it? Does a string crash the server? This is an example of a risk/failure point. It should be considered in the swagger file how the server should respond when an invalid or undefined input arrives. As a result, by using swagger files you can detect the possible failure bugs. The flows of the software and the interactions between the server and databases are usually put in technical documents. By using technical documents, you can discover the flaws and risk points too. Using Multiple Tests There are numerous types of tests in the software QA, but I won’t explore all of them here—I’ll save that for a dedicated article on HackerNoon. Each testing type serves a unique purpose, targeting specific aspects of the software to ensure quality and reliability. For example, focusing solely on performance tests might leave other critical areas, like compatibility across different platforms or devices, unexamined. To truly cover all angles of your application, it’s essential to incorporate as many testing types as possible. Improving code coverage Code coverage is a metric that measures how much of your source code is tested. The question is - how can you measure your code coverage? The answer is simple; by leveraging code coverage tools. You may ask how a tool calculates the coverage. Well, some criteria will be used by the tool to determine what parts of your code were not run in your test suite. There are some common metrics such as function, statement, branches, condition, and line. The tool will go through the code and discover all available metrics in the code. The formula is simple; the percentage of code coverage = (the tested metrics/all metrics in code) * 100. The table below presents some popular code coverage tools based on the programming languages: Programming Language

Code Coverage Tool/Tools



Java

Jacoco, OpenClover, JCov, Cobertura



JavaScript

Istanbul, Blanket, jscoverage



Ruby

SimpleCov, undercover, DeepCover



Python

Coverage.py, pytest-cov



Golang

test-cover command (built-in)



PHP

PHPUnit



Kotlin

Cobertura, JaCoCo



C#

Coverlet, NCover, dotCover



C++

Parasoft Jtest, Coco code coverage, Testwell CTC++ Programming Language

Code Coverage Tool/Tools Java

Jacoco, OpenClover, JCov, Cobertura JavaScript

Istanbul, Blanket, jscoverage Ruby

SimpleCov, undercover, DeepCover Python

Coverage.py, pytest-cov Golang

test-cover command (built-in) PHP

PHPUnit Kotlin

Cobertura, JaCoCo C#

Coverlet, NCover, dotCover C++

Parasoft Jtest, Coco code coverage, Testwell CTC++ Programming Language Code Coverage Tool/Tools Programming Language Programming Language Code Coverage Tool/Tools Code Coverage Tool/Tools Java Jacoco, OpenClover, JCov, Cobertura Java Java Jacoco, OpenClover, JCov, Cobertura Jacoco, OpenClover, JCov, Cobertura JavaScript Istanbul, Blanket, jscoverage JavaScript JavaScript Istanbul, Blanket, jscoverage Istanbul, Blanket, jscoverage Ruby SimpleCov, undercover, DeepCover Ruby Ruby SimpleCov, undercover, DeepCover SimpleCov, undercover, DeepCover Python Coverage.py, pytest-cov Python Python Coverage.py, pytest-cov Coverage.py, pytest-cov Golang test-cover command (built-in) Golang Golang test-cover command (built-in) test-cover command (built-in) PHP PHPUnit PHP PHP PHPUnit PHPUnit Kotlin Cobertura, JaCoCo Kotlin Kotlin Cobertura, JaCoCo Cobertura, JaCoCo C# Coverlet, NCover, dotCover C# C# Coverlet, NCover, dotCover Coverlet, NCover, dotCover C++ Parasoft Jtest, Coco code coverage, Testwell CTC++ C++ C++ Parasoft Jtest, Coco code coverage, Testwell CTC++ Parasoft Jtest, Coco code coverage, Testwell CTC++ Conclusion Conclusion To sum up, is it challenging to reach 100% test coverage in the software QA area. The key is that besides using some tips to provide better action, we should monitor the behavior of the application and have an eye on the production to recognize the possible issues that our users raise. In this way, we can find out the missing scenarios and add the related tests to our systems. References References https://about.codecov.io/blog/the-best-code-coverage-tools-by-programming-language/ https://about.codecov.io/blog/the-best-code-coverage-tools-by-programming-language/ https://www.atlassian.com/continuous-delivery/software-testing/code-coverage https://www.atlassian.com/continuous-delivery/software-testing/code-coverage Image header: by vectorjuice on freepik Image header: by vectorjuice on freepik vectorjuice

Improving Test Coverage in Software QA

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