The document discusses using AI and OpenAI APIs to assist with software testing. It provides an overview of AI types like narrow, general and super intelligence. It also discusses generative AI and common tools for text, image, video and code generation. The document demonstrates how to use OpenAI APIs with Postman, including exploring ideas for API fuzzing and test result analysis. It shares the current state of AI in testing tools and how AI could help with other testing activities beyond automation.
Github Copilot vs Amazon CodeWhisperer for Java developers at JCON 2023Vadym Kazulkin
In this talk I will compare 2 services Github Copilot (including Copilot X) and Amazon CodeWhisperer from the perspective of the Java developers in terms of the quality of the given recommendations for simple tasks, complex algorithms, Spring Boot and AWS development, IDE integration and pricing.
Both services are the machine learning-powered services that help improve developer productivity by generating code recommendations based on developers’ comments in natural language and their code. Based on natural language comments, these services also automatically recommend unit test code that matches your implementation code.
API Testing: The heart of functional testing" with Bj RollisonTEST Huddle
View webinar: http://www.eurostarconferences.com/community/member/webinar-archive/webinar-81-api-testing-the-heart-of-functional-testing
An API, or Application Programming Interface, is a collection of functions that provide much of the functional capabilities in complex software systems. Most customers are accustomed to interacting with a graphical user interface on the computer. But, many customers do not realize the much of the functionality of a program comes from APIs in the operating system or program's dynamic-link libraries (DLL). So, if the business logic or core functionality is exposed via an API call then and if we want to find functional bugs sooner than API testing may be an approach that provides additional value in your overall test strategy. Additionally, API testing can start even before the user interface is complete so functional capabilities can be tested while designers are hashing out the "look and feel." API testing will not replace testing through the user interface, but it can augment your test strategy and provide a solid foundation of automated tests that increase your confidence in the functional quality of your product.
2015-StarWest presentation on REST-assuredEing Ong
T9: Automate REST Services Testing with RestAssured
Many browser, UI, and Java-based tools and frameworks can help you test REST services. However, in the world of continuous integration and delivery, manual UI- or browser-based tools typically fall short in many aspects—from early test development to developer support. When using Java-based libraries such as HttpClient, much code has to be written for all aspects of a web service call. These extensions or wrappers tend to be complex, hard to read, and difficult to maintain. This is where RestAssured comes in. RestAssured is an open source Java DSL for testing REST-based services, making test code more readable, easier to write, and cheaper to maintain. Learn how easily you can write HTTP get and post requests as well as more complex scenarios involving session management, authentication, and (de)serialization of objects. Take back good practices and an open source command line tool that can help you jumpstart your RestAssured testing.
http://starwest.techwell.com/sessions/starwest-2015/automate-rest-services-testing-restassured
A software testing practice that follow the principle of agile software development is called Agile Testing.
Agile is an iterative development methodology where requirement evolve through collaboration between the customer and self-organizing teams and agile aligns development with customer need.
Website: https://www.1solutions.biz/
As more and more companies are moving to the Cloud, they want their latest, greatest software features to be available to their users as quickly as they are built. However there are several issues blocking them from moving ahead.
One key issue is the massive amount of time it takes for someone to certify that the new feature is indeed working as expected and also to assure that the rest of the features will continuing to work. In spite of this long waiting cycle, we still cannot assure that our software will not have any issues. In fact, many times our assumptions about the user's needs or behavior might itself be wrong. But this long testing cycle only helps us validate that our assumptions works as assumed.
How can we break out of this rut & get thin slices of our features in front of our users to validate our assumptions early?
Most software organizations today suffer from what I call, the "Inverted Testing Pyramid" problem. They spend maximum time and effort manually checking software. Some invest in automation, but mostly building slow, complex, fragile end-to-end GUI test. Very little effort is spent on building a solid foundation of unit & acceptance tests.
This over-investment in end-to-end tests is a slippery slope. Once you start on this path, you end up investing even more time & effort on testing which gives you diminishing returns.
In this session Naresh Jain will explain the key misconceptions that has lead to the inverted testing pyramid approach being massively adopted, main drawbacks of this approach and how to turn your organization around to get the right testing pyramid.
Github Copilot vs Amazon CodeWhisperer for Java developers at JCON 2023Vadym Kazulkin
In this talk I will compare 2 services Github Copilot (including Copilot X) and Amazon CodeWhisperer from the perspective of the Java developers in terms of the quality of the given recommendations for simple tasks, complex algorithms, Spring Boot and AWS development, IDE integration and pricing.
Both services are the machine learning-powered services that help improve developer productivity by generating code recommendations based on developers’ comments in natural language and their code. Based on natural language comments, these services also automatically recommend unit test code that matches your implementation code.
API Testing: The heart of functional testing" with Bj RollisonTEST Huddle
View webinar: http://www.eurostarconferences.com/community/member/webinar-archive/webinar-81-api-testing-the-heart-of-functional-testing
An API, or Application Programming Interface, is a collection of functions that provide much of the functional capabilities in complex software systems. Most customers are accustomed to interacting with a graphical user interface on the computer. But, many customers do not realize the much of the functionality of a program comes from APIs in the operating system or program's dynamic-link libraries (DLL). So, if the business logic or core functionality is exposed via an API call then and if we want to find functional bugs sooner than API testing may be an approach that provides additional value in your overall test strategy. Additionally, API testing can start even before the user interface is complete so functional capabilities can be tested while designers are hashing out the "look and feel." API testing will not replace testing through the user interface, but it can augment your test strategy and provide a solid foundation of automated tests that increase your confidence in the functional quality of your product.
2015-StarWest presentation on REST-assuredEing Ong
T9: Automate REST Services Testing with RestAssured
Many browser, UI, and Java-based tools and frameworks can help you test REST services. However, in the world of continuous integration and delivery, manual UI- or browser-based tools typically fall short in many aspects—from early test development to developer support. When using Java-based libraries such as HttpClient, much code has to be written for all aspects of a web service call. These extensions or wrappers tend to be complex, hard to read, and difficult to maintain. This is where RestAssured comes in. RestAssured is an open source Java DSL for testing REST-based services, making test code more readable, easier to write, and cheaper to maintain. Learn how easily you can write HTTP get and post requests as well as more complex scenarios involving session management, authentication, and (de)serialization of objects. Take back good practices and an open source command line tool that can help you jumpstart your RestAssured testing.
http://starwest.techwell.com/sessions/starwest-2015/automate-rest-services-testing-restassured
A software testing practice that follow the principle of agile software development is called Agile Testing.
Agile is an iterative development methodology where requirement evolve through collaboration between the customer and self-organizing teams and agile aligns development with customer need.
Website: https://www.1solutions.biz/
As more and more companies are moving to the Cloud, they want their latest, greatest software features to be available to their users as quickly as they are built. However there are several issues blocking them from moving ahead.
One key issue is the massive amount of time it takes for someone to certify that the new feature is indeed working as expected and also to assure that the rest of the features will continuing to work. In spite of this long waiting cycle, we still cannot assure that our software will not have any issues. In fact, many times our assumptions about the user's needs or behavior might itself be wrong. But this long testing cycle only helps us validate that our assumptions works as assumed.
How can we break out of this rut & get thin slices of our features in front of our users to validate our assumptions early?
Most software organizations today suffer from what I call, the "Inverted Testing Pyramid" problem. They spend maximum time and effort manually checking software. Some invest in automation, but mostly building slow, complex, fragile end-to-end GUI test. Very little effort is spent on building a solid foundation of unit & acceptance tests.
This over-investment in end-to-end tests is a slippery slope. Once you start on this path, you end up investing even more time & effort on testing which gives you diminishing returns.
In this session Naresh Jain will explain the key misconceptions that has lead to the inverted testing pyramid approach being massively adopted, main drawbacks of this approach and how to turn your organization around to get the right testing pyramid.
REST Assured is a Java library .Which, provides a domain-specific language (DSL) for writing powerful, maintainable tests for Restful APIs.
Library behaves like a headless Client to access REST web services.
Testing RESTful Webservices using the REST-assured frameworkMicha Kops
The REST-assured framework and its features explained by example.
For detailed information please take a look at my full tutorial including the sources at http://www.hascode.com/2011/10/testing-restful-web-services-made-easy-using-the-rest-assured-framework/
What does it take to get an application into production? Many processes, tools and automation surround that application to deliver it to the customer. As it becomes more common for development teams to autonomously deliver and run their software, the focus of the traditional operational teams shifts towards an as-a-service mindset. But how is such a team positioned within the company? And is Platform Engineering any different from Software Engineering?
In this talk I’ll share my experiences as a platform engineer and explain why I believe that every company should be conscious about why and how to setup this responsibility. I’ll also discuss the biggest challenges surrounding it - and how to tackle them.
Rest-assured is a 100% java-based, BDD style, test library that you can use for testing REST api's in java projects. These are the slides from the presentation and demo I give at the 2017 #JBCNConf Java conference in Barcelona.
Katalon Studio is a free and robust automation solution for API, Web, and Mobile testing. It integrates all necessary components with built-in keywords and project templates into a complete automation framework. Katalon Studio is easy to use for beginners but still offers advanced capabilities for experienced users. This solution is trusted by an active community of over 150K users from 150+ countries around the world.
In this knolx, we’ll take a look at what is API Testing and how the katalon studio is helpful in API Testing.
Irfan Baqui, Senior Engineer at LunchBadger, breaks down the important role of the API Gateway in Microservices. Additionally, Irfan covers how to get started with Express Gateway, an open source API Gateway built entirely on Express.js. Originally presented at the San Francisco Node Meetup.
Crafting an API Strategy with an API MarketplaceWSO2
This slide deck will focus on the key components required to create an API marketplace. It will explain the business benefits of this concept, the complete architecture, and how you can get started.
ChatGPT (Chat Generative pre-defined transformer) is OpenAI's application that performs human like interactions. GitHub Copilot uses the OpenAI Codex to suggest code and entire functions in real-time, right from your editor. Deck contains more details about ChatGPT, AI, AGI, CoPilot, OpenAI API, and use case scenarios.
Azure OpenAI Service provides REST API access to OpenAI's powerful language models, including the GPT-3, GPT-4, DALL-E, Codex, and Embeddings model series. These models can be easily adapted to any specific task, including but not limited to content generation, summarization, semantic search, translation, transformation, and code generation. Microsoft offers the accessibility of the service through REST APIs, Python or C# SDK, or the Azure OpenAI Studio.
Behavior Driven development is the process of exploring, discovering, defining and driving the desired behavior of software system by using conversation, concrete examples and automated tests.
Join us for a one-hour, introductory Postman learning session geared specifically for API testers.
Learn how to test the functionality and reliability of an API
Introduction to APIs & how to automate APIs testing with selenium web driver?BugRaptors
BugRaptors expertise in using selenium IDE, Selenium WebDriver. For web and mobile applications we work with selenium webdriver by using different frameworks. We extensively use selenium IDE and web driver to automate all types of projects from small to large complex projects.
API First Workflow: How could we have better API Docs through DevOps pipelinePronovix
API Documentation plays an important role in improving the customer’s experience with APIs, which is always a struggle for most of the company. The way to accomplish this is to transition API development culture from “Code First” to “Design First”, here in SAS we call it “API First”. For better API designing and documentation, we have built an API First CI/CD workflow which brings many open-sourced API tools together and involves developers, product managers, documentation writers, and testers to synchronously work together to develop APIs in a “Design First” approach, the industry standard.
In the talk, we will discuss how the API-first Workflow could enable better collaboration between teams which could help in many aspects especially writing the openAPI documentation, keeping it up to date and sync with your code. We will take a deep look at one example, the Linting tool from API First workflow, which helps to make sure the API documentation follows the company standard from the start. With openSource linting tools like Spectral, it’s easy for teams to define their own linting rules which includes company standards. When your API specifications go through the linter in the CI/CD pipeline, the linter will throw errors and warnings as you write your spec. This will help ensure your specification is following proper guidelines and that’s all automatic.
APIsecure - April 6 & 7, 2022
APIsecure is the world’s first conference dedicated to API threat management; bringing together breakers, defenders, and solutions in API security.
Securing APIs with Open Standards
Tips for makingandbreaking APIs that scale from theSynack Red Team
Ryan Rutan, Sr. Director of Community at Synack Red Team
Vitthal Shinde, Security Engineer at FICO & Synack Red Team
REST Assured is a Java library .Which, provides a domain-specific language (DSL) for writing powerful, maintainable tests for Restful APIs.
Library behaves like a headless Client to access REST web services.
Testing RESTful Webservices using the REST-assured frameworkMicha Kops
The REST-assured framework and its features explained by example.
For detailed information please take a look at my full tutorial including the sources at http://www.hascode.com/2011/10/testing-restful-web-services-made-easy-using-the-rest-assured-framework/
What does it take to get an application into production? Many processes, tools and automation surround that application to deliver it to the customer. As it becomes more common for development teams to autonomously deliver and run their software, the focus of the traditional operational teams shifts towards an as-a-service mindset. But how is such a team positioned within the company? And is Platform Engineering any different from Software Engineering?
In this talk I’ll share my experiences as a platform engineer and explain why I believe that every company should be conscious about why and how to setup this responsibility. I’ll also discuss the biggest challenges surrounding it - and how to tackle them.
Rest-assured is a 100% java-based, BDD style, test library that you can use for testing REST api's in java projects. These are the slides from the presentation and demo I give at the 2017 #JBCNConf Java conference in Barcelona.
Katalon Studio is a free and robust automation solution for API, Web, and Mobile testing. It integrates all necessary components with built-in keywords and project templates into a complete automation framework. Katalon Studio is easy to use for beginners but still offers advanced capabilities for experienced users. This solution is trusted by an active community of over 150K users from 150+ countries around the world.
In this knolx, we’ll take a look at what is API Testing and how the katalon studio is helpful in API Testing.
Irfan Baqui, Senior Engineer at LunchBadger, breaks down the important role of the API Gateway in Microservices. Additionally, Irfan covers how to get started with Express Gateway, an open source API Gateway built entirely on Express.js. Originally presented at the San Francisco Node Meetup.
Crafting an API Strategy with an API MarketplaceWSO2
This slide deck will focus on the key components required to create an API marketplace. It will explain the business benefits of this concept, the complete architecture, and how you can get started.
ChatGPT (Chat Generative pre-defined transformer) is OpenAI's application that performs human like interactions. GitHub Copilot uses the OpenAI Codex to suggest code and entire functions in real-time, right from your editor. Deck contains more details about ChatGPT, AI, AGI, CoPilot, OpenAI API, and use case scenarios.
Azure OpenAI Service provides REST API access to OpenAI's powerful language models, including the GPT-3, GPT-4, DALL-E, Codex, and Embeddings model series. These models can be easily adapted to any specific task, including but not limited to content generation, summarization, semantic search, translation, transformation, and code generation. Microsoft offers the accessibility of the service through REST APIs, Python or C# SDK, or the Azure OpenAI Studio.
Behavior Driven development is the process of exploring, discovering, defining and driving the desired behavior of software system by using conversation, concrete examples and automated tests.
Join us for a one-hour, introductory Postman learning session geared specifically for API testers.
Learn how to test the functionality and reliability of an API
Introduction to APIs & how to automate APIs testing with selenium web driver?BugRaptors
BugRaptors expertise in using selenium IDE, Selenium WebDriver. For web and mobile applications we work with selenium webdriver by using different frameworks. We extensively use selenium IDE and web driver to automate all types of projects from small to large complex projects.
API First Workflow: How could we have better API Docs through DevOps pipelinePronovix
API Documentation plays an important role in improving the customer’s experience with APIs, which is always a struggle for most of the company. The way to accomplish this is to transition API development culture from “Code First” to “Design First”, here in SAS we call it “API First”. For better API designing and documentation, we have built an API First CI/CD workflow which brings many open-sourced API tools together and involves developers, product managers, documentation writers, and testers to synchronously work together to develop APIs in a “Design First” approach, the industry standard.
In the talk, we will discuss how the API-first Workflow could enable better collaboration between teams which could help in many aspects especially writing the openAPI documentation, keeping it up to date and sync with your code. We will take a deep look at one example, the Linting tool from API First workflow, which helps to make sure the API documentation follows the company standard from the start. With openSource linting tools like Spectral, it’s easy for teams to define their own linting rules which includes company standards. When your API specifications go through the linter in the CI/CD pipeline, the linter will throw errors and warnings as you write your spec. This will help ensure your specification is following proper guidelines and that’s all automatic.
APIsecure - April 6 & 7, 2022
APIsecure is the world’s first conference dedicated to API threat management; bringing together breakers, defenders, and solutions in API security.
Securing APIs with Open Standards
Tips for makingandbreaking APIs that scale from theSynack Red Team
Ryan Rutan, Sr. Director of Community at Synack Red Team
Vitthal Shinde, Security Engineer at FICO & Synack Red Team
Join us for a one-hour, introductory Postman learning session geared specifically for developers, API architects, and anyone involved in producing APIs. We'll walk through an overview of the OpenAPI specification as well as tips and best practices around using an API-first approach.
How ChatGPT led OpenAPI's Recent Spike in PopularityPostman
OpenAPI, formerly known as Swagger, is a specification for building and documenting APIs. This talk is about the significance of OpenAPI in the world of API development and when a lot of people suddenly realised its importance for modern-day software development. We'll explore the technical aspects, wider ecosystem, and future of OpenAPI in the world of API development and discuss the benefits of OpenAPI, its role in API documentation, and its importance in building robust and scalable APIs used by leading companies (e.g. OpenAI).
Introduction to API Contract Testing, and taking three different approaches to ensure confidence that we are conforming to design, OpenAPI, and resulting user experience.
Strong software testing process is a key to project success. This presentation helps to understand better how to improve the process by automating routine API endpoints testing.
Apidays Helsinki 2024 - There’s no AI without API, but what does this mean fo...apidays
There’s no AI without API, but what does this mean for Security?
Timo Rüppell, VP of Product - FireTail.io
Apidays Helsinki & North 2024 - Connecting Physical and Digital: Sustainable APIs for the Era of AI, Super and Quantum Computing (May 28 and 29, 2024)
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Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
Unlocking the Power of ChatGPT and AI in Testing - NextSteps, presented by Ap...Applitools
Gain insights into the practical applications of ChatGPT, Bard, and other AI-based technological advancements, including GitHub CoPilot and Applitools Self-Healing Cloud, in this session with Anand Bagmar. Through specific use cases, Anand demonstrates how to enhance test automation processes—making them faster, more stable, and easier to implement.
Session recording and more info at applitools.com
Uncover how these tools can revolutionize your testing strategies and stay ahead of the curve in the ever-evolving world of test automation.
Join us for an intermediate-level, one-hour Postman training tailored specifically for API testers, developers, and other stakeholders invested in the health of your APIs. If you already know how to write and run tests in Postman, this session takes it to the next level. Learn advanced testing workflows and recommended practices for testing in Postman.
Appium is the leading open source and de facto framework for cross-platform iOS and Android mobile functional test automation. That’s nothing new.
With constant changes in the mobile space, and together with the ongoing DevOps transformation, teams are challenged with the objective of enhancing test automation coverage, stability, and delivering valuable feedback to the mobile app developers as quickly as possible.
Additionally, quite often app developers and testers naïvely approach testing by following test steps, rather than testing from the end-user perspective.
Lastly, the testing ecosystem is divided into various practitioners with different skillsets following different methodologies.
In this webinar led by Perfecto’s CTO Uzi Eilon, and Chief Evangelist and Author Eran Kinsbruner to uncover the following:
-Get a baseline on where Appium framework stands as we begin 2019.
-Realize the importance of advanced Appium testing approach from an end-user flow perspective.
-Learn about the toolset you need to make your Appium success complete.
-Learn how to match the skillset and methodology while using the Appium framework.
-Behavior-driven development (BDD) based testing with Appium and Perfecto’s Quantum framework.
-Testing at scale in the cloud via Appium Studio, with the Perfecto cloud connecting to the community.
-See how AI-driven reporting in Perfecto’s DigitalZoom can reduce the time to analyze, resolve issues, and eliminate noise in your pipeline.
To Open Banking and Beyond: Developing APIs that are Resilient to every new I...Curiosity Software Ireland
Watch the live webinar on-demand here -
https://curiositysoftware.ie/resources/to-open-banking-and-beyond-api-testing-free-webinar/
With over 35 APIs involved in an average business transaction, API innovation is critical for every organisation. However, microservices and fast-changing components can quickly create overwhelming complexity for architects, developers, and testers. They produce complex arrays of API calls, often leading to QA bottlenecks – or, worse, business-critical systems that have been released with undetected flaws in their APIs.
APIs often also work with sensitive data, making it essential to remove risk from API releases. Otherwise, initiatives like Open Banking can turn from an opportunity to a compliance nightmare. The challenge is that the time available to test APIs is only becoming shorter, while the complexity of the systems is increasing.
API testing must become both more iterative and more granular. This webinar will show why enterprises across banking, retail, telecoms, and more are combining Model-Based Testing and API Test Automation to overcome API complexity. You will see how Test Modeller builds rigorous API tests automatically in-sprint, pushing them to API Fortress for execution. This approach enables QA teams to ensure that APIs deliver business value, building seamlessly on the skills and techniques they use today.
Key takeaways:
1. Organizations investing in APIs must maintain API resilience, reliability, performance, and security.
2. Companies can significantly decrease risk while accelerating releases by combining model-based testing with complete test data management.
3. Test Modeller enables model-based API test automation, using coverage algorithms to create functional and data-driven API tests.
4. Testers can reuse functional API tests in API Fortress as integration tests, load tests, and functional uptime monitors with unlimited deployment and no metered usage fees.
Diving into the World of Test Automation The Approach and the TechnologiesQASymphony
This presentation was originally given at Quality Jam London. Elise covered test automation and the progression for test automation that you might encounter. The session agenda included:
The stages of the test team
Why are we automating?
What are we automating?
How are we automating?
What languages should we use?
What frameworks and libraries should we use?
Open source or proprietary?
Learn more at www.qualityjam.com
The Complete Guide to API Development in 2022.pdfConcetto Labs
Are you looking for an easy way to start building APIs? Then read our complete guide to API development in 2022. It covers everything from the basics to advanced topics like authentication and authorization.
10 Useful Testing Tools for Open Source Projects @ TuxCon 2015Peter Sabev
If you count the alternatives, there are 50 tools for software testing focused on open source projects - test planning and management, test execution, test reporting, front-end and backend testing, automated mobile testing, security scanners, issue tracking and others
API testing has established a trend for automated testing as software development teams become more technologically oriented. More tools will be developed to meet these requirements. Regardless of how difficult it is to find a tool that can do everything, adopting a toolset that meets a company’s needs while increasing revenue is critical. Before choosing one, consider how each API testing tool may be better suited for specific purposes and what features are essential for your software development workflows.
INTERFACE, by apidays - The 8 Key Components of a Modern API Stack by Iddo G...apidays
INTERFACE, by apidays 2021 - It’s APIs all the way down
June 30, July 1 & 2, 2021
The 8 Key Components of a Modern API Stack
Iddo Gino, CEO at RapidAPI
Quality Jam 2017: Elise Carmichael and Corey Pyle "Jumpstarting Your Test Aut...QASymphony
Elise Carmichael and Corey Pyle walk you through real-life test automation stories and use cases including: How to decide which tests to automate, how to write XCUITests for IOS, demo how Amazon Alexa can be automated and how to publish automated results to qTest using a node package.
The recording from Quality Jam 2017 can be found at: www.qasymphony.com/blog/quality-jam-2017-presentations/
Similar to AI assisted testing using postman and openAI.pdf (20)
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
TECHNICAL TRAINING MANUAL GENERAL FAMILIARIZATION COURSEDuvanRamosGarzon1
AIRCRAFT GENERAL
The Single Aisle is the most advanced family aircraft in service today, with fly-by-wire flight controls.
The A318, A319, A320 and A321 are twin-engine subsonic medium range aircraft.
The family offers a choice of engines
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
4. AI assisted testing using
postman and OpenAI
Sivaganesh Sivakumar
16-May-2023
Ministry of Testing Cork
@sivaganesh_siva 4
5. About me Sivaganesh Sivakumar
Senior software test engineer
India (originally), currently in Cork
Experience: 13+ years in multiple industries
Passionate about technology
Enjoys food and movies
First public speaking engagement
@sivaganesh_siva 5
https://www.postman.com/aviation-meteorologist-80909569
6. Overview
By the end of the session, we will be able to
• Understand the current state of AI and AI in software testing.
• Learn the basics of OpenAI APIs and their potential in testing.
• Develop a simple test use-case using postman and OpenAI APIs.
• Discover interesting AI-assisted testing implementations.
@sivaganesh_siva 6
7. AI – Types
Artificial Intelligence (AI), a term coined by Stanford Professor John
McCarthy in 1955, was defined by him as “the science and engineering of
making intelligent machines”
Artificial Narrow
Intelligence
Artificial General
Intelligence
Artificial Super
Intelligence
Based on capabilities Based on functionalities
Reactive
machine
Theory of mind Self-aware
Limited
memory
@sivaganesh_siva 7
10. Artificial Super Intelligence
Skynet begins to learn at a geometric rate.
An intellect that is much
smarter than the best human
brains in practically every field,
including scientific creativity,
general wisdom and social
skills
https://nickbostrom.com/superintelligence
@sivaganesh_siva 10
11. Generative AI
https://github.blog/2023-04-07-what-developers-need-to-know-about-generative-ai/
Category of AI models and tools designed to create new content,
such as text, images, videos, music, or code.
@sivaganesh_siva 11
Text Generation -
ChatGPT
Image Generation –
DALL-E2,
Midjourney,
Microsoft Designer
Video Generation –
Stable Diffusion
Programming Code
Generation –
OpenAI Codex,
PaLM 2
Data Generation -
MostlyAI
Language translation
- Google Neural
Machine Translation,
ChatGPT, PaLM 2
13. Generative AI - implementations
Issue Tracking / Communication / Observability
Atlassian Intelligence
New Relic
SlackGPT
@sivaganesh_siva 13
14. State of AI in software testing - Tools
Unit tests
Contract tests
Integration/API
tests
UI
• Majority of the AI assisted testing tools focus on UI/Visual validation and self healing features
• All the AI features are built within the tools and need subscriptions
@sivaganesh_siva 14
15. Where else can AI help us ?
We spend a lot of time outside of the core testing activities like test
automation, execution, test planning etc.
Automation test failure/report analysis
Bug prioritization
Monitoring and Observability
Code reviews
Complex test data generation
Performance report analysis
Documentation
@sivaganesh_siva
15
16. Where to get started ?
OpenAI APIs
• Pay-as-you-go pricing of the APIs
• Ability to choose between multiple frameworks
• python
• node
• curl
• postman etc.
• Freedom to explore with smaller experiments
• Cons include complexity with prompts and don’t have any
reference materials
@sivaganesh_siva 16
17. OpenAI APIs - models
Offers multiple models which can be used for content generation,
image generation, speech recognition etc
GPT-4 : Improved natural language and code generation
GPT-3.5: Advanced natural language and code generation
DALL·E: Image generation and editing using natural language prompts
Whisper: Audio-to-text conversion
Embeddings: Text-to-numerical conversion
Moderation: Fine-tuned model to detect sensitive/unsafe text
GPT-3: Natural language understanding and generation
Codex: Natural language to code translation
@sivaganesh_siva 17
18. OpenAI APIs – Usage fee
5$ Free API usage for the first month
@sivaganesh_siva 18
19. openAI APIs – Completions
• Fundamental API which is extremely flexible and powerful
• Given a prompt it returns a text completion as per the provided instructions
POST https://api.openai.com/v1/completions
POST https://api.openai.com/v1/chat/completions
Supports multiple models.
text-davinci-003/gpt-3.5-
turbo
Max tokens to limit the
response text.
Values between 0 to 2. 0
being more focused and
deterministic and 2 being
very random and creative
@sivaganesh_siva 19
20. Leveraging openAI using postman
1) Generate openAI API key
2) Fork openAI API collection in postman
3) Update the API key from step 1 in
postman
4) Start working with the APIs
Key steps to get started
@sivaganesh_siva 20
22. Ideas to explore further
API Fuzzing with OpenAI APIs and Traditional Fuzzing Engines
Traditional fuzzing engines:
- Examples: AFL, libFuzzer, honggfuzz
- Generate test inputs using random mutations and code coverage monitoring
- Effective for discovering vulnerabilities in software
AI-driven fuzzing with OpenAI APIs:
- Leverages natural language understanding and reasoning capabilities
- Generates context-aware and complex test cases
- Can target specific functionality and edge cases
Benefits of a hybrid approach:
- Combines the strengths of both traditional fuzzing engines and AI-based methods
- Increases efficiency and likelihood of discovering vulnerabilities
@sivaganesh_siva 22
23. Ideas to explore further
Leveraging OpenAI APIs for Test Automation result analysis
Objectives
- Summarize test automation reports
- Analyse AWS CloudWatch logs to identify issues
Benefits
- Accelerate issue identification and resolution
- Enhance team productivity through automated test result analysis
@sivaganesh_siva 23
