Threats in LLM2 / GenAI , a note from NIST #MLOps #DevSecOps
MLOps ≠ AIOps but MLOps ⊂ AIOps + DevOps
However , MLOps goes parallel along with AIOps + DevOps.
I had done couple of Open Source #MLOps and #AIOps projects
I had done couple of Open Source #MLOps and #AIOps projects
We have applied tools and techniques for the AIOps, MLOps & DevOps ,
To setup and make these setup in your premises,
Please, feel free to contact me on further progress in your project or
consultancy.
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Testing Shifts with agile automation #RPA #ML
Someone has well said .. “To delight customers, one should continuously innovate, implement, test it, fix it, test it, release it and do all again and again.” To do so more efficiently, I would like to add Software AG Agile Tester (SAT). It offers various testing solutions to accelerate agile feedback loops. Currently Agile Tester (SAT) is being used in more than 52,000+ Tests by more than 21+ Product Teams . It is under Beta release for Clients. It has two major components 1. SAT Server - Central Repository for Test Scenarios and Test artifacts. 2. Tools 1. SAT Client 2. Recorder and Playback [Snapshot : #1] Developer or QA can use “Agile Tester” (SAT) to move testing process earlier in the development cycles so that We can prevent errors rather than detecting them later; Here We shift testing activities closer to the build process and proactively test applications to uncover defects and so Product Teams (enterprise) can accommodate releases faster.
MLOps - Machine Learning Operations
To have these setup in your premises with MLOps Tools and Techniques, Please, feel free to contact me on further progress in your projects.
Bots and What Not !!
These are very highly scalable Bots empowered by PaaS solution with MLOps and DevOps pipelines. To setup and make these simple deployments in your premises, We have RPA, MLOps & DevOps Tools, Frameworks and Techniques to apply for corporates. Please, feel free to contact me for further progress in your project or any consultancy.
Threats in LLM2 / GenAI , a note from NIST #MLOps #DevSecOps
Need > Want
If We dont ask : Why should We implement this? then We would miss out the best alternative solution to resolve the true needs and later on We fall under the high performance losses. I have many technical leader friends who have always thoughts and fight in their minds that when choosing features for product development milestones what is the actual "needs" for specific features to implement first on high priority; This is the tricky question and one gets the right answer in right time when He / She exercises and grows with correct set of tools and techniques and or process with his / her teams and clients. To understand the clients' and teams' NEEDs (and wants), There is an easy simple structured process -- It is called "Design Thinking" I use to call 2D-3D technique and am practicing this from many years. 2D means 2D iamonds technique to initiate with teams various meetings 3D means 3D imensional approach to continuously add feedback loop in ev
Automate your everyday tedious tasks and free up time for higher-value work (with Microsoft free RPA solution)
Automate your everyday tedious tasks and free up time for higher-value work with "Power Automate Desktop". Today, Microsoft annouced "Power Automate Desktop" free for Windows' users. It uses low-code RPA (no coding required) to give you time back by automating your repetative non-productive “busy work.” :) Image Credits: Westend61 / Getty Images Current release offers OS native automations task on Windows 10 Home, Windows 10 Pro, Windows 10 Enterprise, Windows Server 2016, or Windows Server 2019 and web based on t he Microsoft Edge (version 80 or later) or Google Chrome browser. Minimum hardware Storage: 1GB RAM: 2GB Recommended hardware Storage: 2GB RAM: 4GB .NET Framework 4.7.2 or later. Note : ARM devices are not supported. Thank you for visiting this post -- stay connected !! Source (Credits) to https://flow.microsoft.com/en-ca/blog/automate-tasks-with-power-automate-desktop-for-windows-10-no-additional-cost/ Reference : https://docs.microsoft.com/en
Remember, Those old school's days ?
These old days' automation techquies should be replaced with #ML based automation, Isn't It ? :) If You have such automations that causing lots of issues then let's talk on how You can come out from your nightmare pains.
Respect is not earned, It is given ⚘ 🙏
🙍🏻♂️ { Dev team Lead } : Sorry, We missed the deadline. 🙍🏻 { Normal Architect } : Hey guys you have missed the dead line 3rd times, You are the worst in the earth. 🙋 { Smart lead Architect } to 🙍🏻 { Normal Architect } You know, This will raise dark\low energy around our teams. You should handle the situation with calm & composed way and express more empathy towards our teams; in this situation, We would aware teams by replying as "I feel really frustrated because We have missed dead line, I am very worried about the project" "I want for you to tell me when you run in to the problem sooner so we can prevent this happening again." -- after all respect 🙏 is never earned, It is given ⚘ #horsemen behaviour #contempt or #stonewalling, #culture, #devops, #mlops, #aiops, #architect, #smart-work
Chaos Bots or ML Sorting Efficiency 🤔🙃
What is your thought(s) ?
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Typical Project flow with QA Loop in Jira (Atlassian)
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Increase ROI in your organization with Automation Testing
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To my colleagues who want to create quickly new workflow and don't want to touch xml \ property files. On Administrator \ Workflows If you don't have default workflow then create default Workflow with default JIRA "workflow" - it will show status as "active" so we cannot update its scheme \ workflow steps. Copy this workflow -- it has status as "Inactive" so we can update workflow scheme. Go to link "steps" and add new status \ transitions for new steps as required in your workflow. On Administrator \ Workflow Schemes Create new "Workflow Scheme" then click on "Workflows" link operation of new workflow just created. Assign workflow to scheme,... Issue type "Bug" and select our workflow from the list. Assign other workflows for issue types : Task, New Feature or Improvement with default workflow ( named JIRA ) or your workflow. Now our workflow scheme is ready to associate with our project. Go to you
Headless Automation Testing
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