Software testing buzzwords
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This document discusses various topics related to software testing including agile development, testability, and tiny innovations. It notes that rapid iteration is important in internet industries to keep up with customer expectations. Testability refers to factors that make software easier to test such as controllability, observability, and understandability. Tiny innovations can help improve testing efficiency such as automating test case reruns with a single command instead of multiple manual steps. The overall goal is to enable high-efficiency, self-motivated, and self-learning approaches to software testing.
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medium.com
+5
Why Now?
Achieve 10¡Á productivity gains, slashing development time from hours to minutes
curietech.ai
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curietech.ai
+3
medium.com
+3
Maintain high accuracy with code quality matching or exceeding manual efforts
curietech.ai
+2
curietech.ai
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curietech.ai
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Ideal for developers, architects, and teams wanting to scale MuleSoft projects with AI efficiency
Conclusion:
CurieTech AI transforms MuleSoft development into an AI-accelerated workflow¡ªletting you focus on innovation, not repetition."Database isolation: how we deal with hundreds of direct connections to the d...
"Database isolation: how we deal with hundreds of direct connections to the d...Fwdays
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What can go wrong if you allow each service to access the database directly? In a startup, this seems like a quick and easy solution, but as the system scales, problems appear that no one could have guessed.
In my talk, I'll share Solidgate's experience in transforming its architecture: from the chaos of direct connections to a service-based data access model. I will talk about the transition stages, bottlenecks, and how isolation affected infrastructure support. I will honestly show what worked and what didn't. In short, we will analyze the controversy of this talk.MuleSoft for AgentForce : Topic Center and API Catalog
MuleSoft for AgentForce : Topic Center and API Catalogshyamraj55
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This presentation dives into how MuleSoft empowers AgentForce with organized API discovery and streamlined integration using Topic Center and the API Catalog. Learn how these tools help structure APIs around business needs, improve reusability, and simplify collaboration across teams. Ideal for developers, architects, and business stakeholders looking to build a connected and scalable API ecosystem within AgentForce.You are not excused! How to avoid security blind spots on the way to production
You are not excused! How to avoid security blind spots on the way to productionMichele Leroux Bustamante
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We live in an ever evolving landscape for cyber threats creating security risk for your production systems. Mitigating these risks requires participation throughout all stages from development through production delivery - and by every role including architects, developers QA and DevOps engineers, product owners and leadership. No one is excused! This session will cover examples of common mistakes or missed opportunities that can lead to vulnerabilities in production - and ways to do better throughout the development lifecycle.OpenACC and Open Hackathons Monthly Highlights June 2025
OpenACC and Open Hackathons Monthly Highlights June 2025OpenACC
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The OpenACC organization focuses on enhancing parallel computing skills and advancing interoperability in scientific applications through hackathons and training. The upcoming 2025 Open Accelerated Computing Summit (OACS) aims to explore the convergence of AI and HPC in scientific computing and foster knowledge sharing. This year's OACS welcomes talk submissions from a variety of topics, from Using Standard Language Parallelism to Computer Vision Applications. The document also highlights several open hackathons, a call to apply for NVIDIA Academic Grant Program and resources for optimizing scientific applications using OpenACC directives.Smarter Aviation Data Management: Lessons from Swedavia Airports and Sweco
Smarter Aviation Data Management: Lessons from Swedavia Airports and SwecoSafe Software
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Managing airport and airspace data is no small task, especially when you¡¯re expected to deliver it in AIXM format without spending a fortune on specialized tools. But what if there was a smarter, more affordable way?
Join us for a behind-the-scenes look at how Sweco partnered with Swedavia, the Swedish airport operator, to solve this challenge using FME and Esri.
Learn how they built automated workflows to manage periodic updates, merge airspace data, and support data extracts ¨C all while meeting strict government reporting requirements to the Civil Aviation Administration of Sweden.
Even better? Swedavia built custom services and applications that use the FME Flow REST API to trigger jobs and retrieve results ¨C streamlining tasks like securing the quality of new surveyor data, creating permdelta and baseline representations in the AIS schema, and generating AIXM extracts from their AIS data.
To conclude, FME expert Dean Hintz will walk through a GeoBorders reading workflow and highlight recent enhancements to FME¡¯s AIXM (Aeronautical Information Exchange Model) processing and interpretation capabilities.
Discover how airports like Swedavia are harnessing the power of FME to simplify aviation data management, and how you can too.Raman Bhaumik - Passionate Tech Enthusiast
Raman Bhaumik - Passionate Tech EnthusiastRaman Bhaumik
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A Junior Software Developer with a flair for innovation, Raman Bhaumik excels in delivering scalable web solutions. With three years of experience and a solid foundation in Java, Python, JavaScript, and SQL, she has streamlined task tracking by 20% and improved application stability.¡°Key Requirements to Successfully Implement Generative AI in Edge Devices¡ªOpt...
¡°Key Requirements to Successfully Implement Generative AI in Edge Devices¡ªOpt...Edge AI and Vision Alliance
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You are not excused! How to avoid security blind spots on the way to production
You are not excused! How to avoid security blind spots on the way to productionMichele Leroux Bustamante
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Software testing buzzwords
- 2. Buzzwords ? Agile ? Testability ? Tiny Innovation 2
- 3. Agile ? What is the most important thing in internet industry? ¨C Speed ? Eliciting requirements ? Implementation ? QA ? Deploy 3
- 4. Agile ? The problem is that the longer it¡¯s been since your last release the more pressure and anticipation there is ¨C Slow iteration ? Windows XP (2001) -> Windows Vista(2007) ? IE 6 (2001) -> IE 7 (2006) -> IE 8 (2009) ¨C Rapid iteration ? iPhone (2007)-> 3G (2008) -> 3GS (2009) -> 4 (2010) ? Kindle 1 (2007-11) -> 2 (2009-01) -> 3 (2010-07) ? Chrome 3 (2009-10-12)-> 4 (2010-01-25) -> 5 (2010-05-25) -> 6 (2010-09-02) -> 7 (2010-10-21) ? MRM 1.0 (2008-01) -> V2.0 (2008-11) -> V3.0 (2010-04) -> V3.5 (2010-11) 4
- 5. Agile Story ? On WordPress.com we deploy code to production twenty or thirty times a day and anyone in the company can do it. ? The most important thing isn¡¯t necessarily how perfect code is when you send it out, but how quickly you can revert if you need to so the cost of a mistake is really low, under a minute of brokenness. - Matt Mullenweg 5
- 6. How to speed up? ? No thrown over the wall software ¨C Transparency ? No heavyweight document ¨C This is for contractor who don¡¯t know about for last few month ? No strict entrance and exit criteria with signoffs ¨C We work close with DEV and PM ? No sophisticated defect tracking process ¨C Sophisticated means redundancy ¨C Individuals and interactions over processes and tools ? Automation ¨C No sliver bullet 6
- 8. Tao of software testing ? µÀ¿ÉµÀ ·Ç³£µÀ ? µÀ¡¢·¨¡¢Êõ¡¢Æ÷ ¨C Æ÷ - Tool ¨C Êõ ¨C Test Case ¨C ·¨ - Knowledge ¨C µÀ - Tao 8
- 9. Testability ? What is testability? ¨C If testing is questioning a product in order to evaluate it, then testability is anything that makes it easier to question or evaluate that product. ? The testability of software is determined by factors such as: ¨C Controllability ¨C Observability ¨C Isolateability ¨C Separation of concerns ¨C Understandability ¨C Automatability 9
- 10. Why testability matters ? More testability, more test ? More test, less bug ? Less bug, more quality ? More quality, more $ 10
- 11. Testability is not free ? ¡°You can use it, so you can test it¡± ? What have we do? ¨C SNMP ¨C Lua 11
- 12. Tiny Innovation ? How to rerun a failed regression case? ¨C Version 1 ? Open error.txt ? Type failed case id ? Save the error.txt file ? Python autoRegression_pusher.py ¨C Version 2 ? $ echo ¡®xxx¡¯ > error.txt ? Python autoRegression_pusher.py ¨C Version 3 ? $ rhm ¨Cc ¡®xxx¡¯ 12
- 13. Tiny Innovation ? Process ¨C QA case review ? Technology ¨C Using ruby instead of python? ¨C SQLite helps? ¨C Virtualization helps? ? Working procedure ¨C How about auto rerun? ¨C How about prepare everything and let me send the request? ¨C How about using a voice control rerun system 13
- 14. The Goal ? High-efficiency ? Self-motive ? Self-learning 14 10 years experience in software testing! NO! Just 1 year experience in software testing repeat 10 times
- 15. 15 Thank You!
Editor's Notes
- #4: Something like the air, oxygen. It¡¯s not necessarily that every single check in code will work. In traditional software development, may be take a week to ¡®integrate¡¯ all the components.
- #5: if you¡¯re not embarrassed when you ship your first version you waited too long
- #10: controllability: The degree to which it is possible to control the state of the component under test (CUT) as required for testing. observability: The degree to which it is possible to observe (intermediate and final) test results. isolateability: The degree to which the component under test (CUT) can be tested in isolation. separation of concerns: The degree to which the component under test has a single, well defined responsibility. understandability: The degree to which the component under test is documented or self-explaining. automatability: The degree to which it is possible to automate testing of the component under test. heterogeneity: The degree to which the use of diverse technologies requires to use diverse test methods and tools in parallel.