Traditional large scale end-of-cycle performance tests served enterprises well in the waterfall era. However, as organizations transition to agile development models, many find their tried and true approach to performance testing—and their performance testing resources—becoming somewhat irrelevant. The strict requirements and lengthy durations just don’t fit in the context of an agile cycle. Additionally, investigating system performance at the end of the development effort misses out on the early stage feedback offered by an agile approach. And it’s more important than ever that today’s agile-built systems perform. So how can agile organizations ensure optimum performance of their business critical systems? Lee Barnes discusses why agile teams need to change their thinking about performance from a narrow focus on testing to a broader focus on analysis—from a people, process and technology perspective. Take back techniques for shifting your performance testing/analysis earlier in the development cycle and extracting performance data that is immediately actionable.
In many web or cloud applications, performance testing is critical part of application testing since it affects
business revenue, credibility, and customer satisfaction. Conventional software development models are known
to pushing the performance testing to the very end of project, with the expectations that, only minor tweaks
and tune up are required to meet the performance requirements from the business, however any major
performance bottlenecks found during this phase were major factors for delay in Go to Market. With more and
more companies are adapting the agile software development process which believes in performance testing
should never be an afterthought but it should tightly integrate from initial planning to production analysis of
software development lifecycle. This white paper explains how any company can integrate performance testing
into agile process, and key barriers for agile performance testing when team decides to adopt agile performance
testing.
With every passing day, organizations are becoming more and more mindful about the performance of their Software Products. However, most of them still on look-out for the basics of Performance Engineering.
According to a recent study by Gartner, fixing performance defects near the end of the development cycle costs 50 to 100 times more than the cost required for fixing it during the early phase of development. Hence, if a product suffers from serious performance issues it can be completely scrapped.
Performance Engineering ensures that your application is performing as per expectations and the software is tested and tuned to meet specified or even the unstated performance requirements.
We present you with a webcast on Performance Engineering Basics that would walk you through the elements and process of performance engineering, and also offers a methodical process for the same.
It also offers details on a load testing tool, and describes how best to utilize it.
Visit http: http://www.impetus.com/featured_webcast?eventid=10 to listen to the entire webcast (20 minutes).
OR
To post any queries on Performance Engineering, write to us at isales@impetus.com
For case studies and articles on performance engineering please visit: http://www.impetus.com/plabs/casestudies?case_study=&pLabsClustering.pdf=
Slides from a session presented by Fadi Stephan from Kaizenko at the 2019 Global Scrum Gathering in Austin, TX on 05/20/2019 DC. Also see the blog series on Agile Testing at https://www.kaizenko.com/agile-testing/
Abstract:
Many teams struggle with fitting in testing activities inside of a Sprint. They end up doing primarily development activities in a Sprint and push testing activities to run in dedicated testing Sprints following the coding Sprints or have a coding and testing Sprint running in parallel. However, in Scrum, the output of every Sprint is a potentially shippable product increment. This means the product increment should be well tested within the Sprint and ready to be delivered. Come to this presentation to learn how to tackle testing on an Agile team, what kind of tests to execute, what to automate and what not to automate, the different test responsibilities, and when to run which tests. Leave with a testing strategy that you can start applying the next day to gradually get a team to start testing from day 1 of the Sprint and deliver a true product increment at the end of each Sprint.
In many web or cloud applications, performance testing is critical part of application testing since it affects
business revenue, credibility, and customer satisfaction. Conventional software development models are known
to pushing the performance testing to the very end of project, with the expectations that, only minor tweaks
and tune up are required to meet the performance requirements from the business, however any major
performance bottlenecks found during this phase were major factors for delay in Go to Market. With more and
more companies are adapting the agile software development process which believes in performance testing
should never be an afterthought but it should tightly integrate from initial planning to production analysis of
software development lifecycle. This white paper explains how any company can integrate performance testing
into agile process, and key barriers for agile performance testing when team decides to adopt agile performance
testing.
With every passing day, organizations are becoming more and more mindful about the performance of their Software Products. However, most of them still on look-out for the basics of Performance Engineering.
According to a recent study by Gartner, fixing performance defects near the end of the development cycle costs 50 to 100 times more than the cost required for fixing it during the early phase of development. Hence, if a product suffers from serious performance issues it can be completely scrapped.
Performance Engineering ensures that your application is performing as per expectations and the software is tested and tuned to meet specified or even the unstated performance requirements.
We present you with a webcast on Performance Engineering Basics that would walk you through the elements and process of performance engineering, and also offers a methodical process for the same.
It also offers details on a load testing tool, and describes how best to utilize it.
Visit http: http://www.impetus.com/featured_webcast?eventid=10 to listen to the entire webcast (20 minutes).
OR
To post any queries on Performance Engineering, write to us at isales@impetus.com
For case studies and articles on performance engineering please visit: http://www.impetus.com/plabs/casestudies?case_study=&pLabsClustering.pdf=
Slides from a session presented by Fadi Stephan from Kaizenko at the 2019 Global Scrum Gathering in Austin, TX on 05/20/2019 DC. Also see the blog series on Agile Testing at https://www.kaizenko.com/agile-testing/
Abstract:
Many teams struggle with fitting in testing activities inside of a Sprint. They end up doing primarily development activities in a Sprint and push testing activities to run in dedicated testing Sprints following the coding Sprints or have a coding and testing Sprint running in parallel. However, in Scrum, the output of every Sprint is a potentially shippable product increment. This means the product increment should be well tested within the Sprint and ready to be delivered. Come to this presentation to learn how to tackle testing on an Agile team, what kind of tests to execute, what to automate and what not to automate, the different test responsibilities, and when to run which tests. Leave with a testing strategy that you can start applying the next day to gradually get a team to start testing from day 1 of the Sprint and deliver a true product increment at the end of each Sprint.
Agile Testing: The Role Of The Agile TesterDeclan Whelan
This presentation provides an overview of the role of testers on agile teams.
In essence, the differences between testers and developers should blur so that focus is the whole team completing stories and delivering value.
Testers can add more value on agile teams by contributing earlier and moving from defect detection to defect prevention.
In this presentation which was delivered to testers in Manchester, I help would-be performance testers to get started in performance testing. Drawing on my experiences as a performance tester and test manager, I explain the principles of performance testing and highlight some of the pitfalls.
Shift left shift-right performance testing for superior end-user by Arun DuttaSoftware Testing Board
Shift left shift-right performance testing for superior end-user by Arun Dutta.
To see the recorded presentation, read here.
https://softwaretestingboard.com/meetups/2018/02/26/software-testing-hangout-mar-31-2018
Chapter 3 - Performance Testing in the Software LifecycleNeeraj Kumar Singh
This is chapter 3 of ISTQB Specialist Performance Tester certification. This presentation helps aspirants understand and prepare the content of the certification.
it is based on the introduction of performance testing and its modules and the process which include performance testing and it consist of name of software or tools which are used to check the performance of any software.
In this session you will learn:
Test Strategy and Planning
Test Strategy Document
Test Planning
Test Estimation Techniques
For more information: https://www.mindsmapped.com/courses/quality-assurance/qa-software-testing-training-for-beginners/
Agile Testing - presentation for Agile User Groupsuwalki24.pl
Agile testing was present on Agile User Group. Presentation covers all aspects of testing on agile process, highlight the role of automation and issues with managing it.
This is chapter 4 of ISTQB Specialist Performance Tester certification. This presentation helps aspirants understand and prepare the content of the certification.
Recent and constant changes in technology have resulted in a transition from the traditional Center of Excellence model, to an agile development model, which has made its way into the mainstream and caused a shift in how testing, particularly performance testing, is done.
Join our Webinar to learn how a top tier manufacturer transformed their ability to deliver high quality projects, faster, by adapting their load testing to fit an agile development approach.
In this webinar you’ll learn:
Why you need to think differently about performance testing in an agile development environment
How to shift Performance Testing to the left in the development cycle
What adjustments to consider in your performance testing centers of excellence model
Technology platform considerations for faster, more collaborative load testing
Utopia Solutions Founder and CTO, Lee Barnes, will dive into tips and techniques for bringing effective performance testing to your agile organization.
Recent and constant changes in technology have resulted in a transition from the traditional Center of Excellence model, to an agile development model, which has made its way into the mainstream and caused a shift in how testing, particularly performance testing, is done.
Join our Webinar to learn how a top tier manufacturer transformed their ability to deliver high quality projects, faster, by adapting their load testing to fit an agile development approach.
In this webinar you’ll learn:
Why you need to think differently about performance testing in an agile development environment
How to shift Performance Testing to the left in the development cycle
What adjustments to consider in your performance testing centers of excellence model
Technology platform considerations for faster, more collaborative load testing
Utopia Solutions Founder and CTO, Lee Barnes, will dive into tips and techniques for bringing effective performance testing to your agile organization. The SOASTA team will demonstrate how continuous, cloud-based testing makes it easier.
Agile Testing: The Role Of The Agile TesterDeclan Whelan
This presentation provides an overview of the role of testers on agile teams.
In essence, the differences between testers and developers should blur so that focus is the whole team completing stories and delivering value.
Testers can add more value on agile teams by contributing earlier and moving from defect detection to defect prevention.
In this presentation which was delivered to testers in Manchester, I help would-be performance testers to get started in performance testing. Drawing on my experiences as a performance tester and test manager, I explain the principles of performance testing and highlight some of the pitfalls.
Shift left shift-right performance testing for superior end-user by Arun DuttaSoftware Testing Board
Shift left shift-right performance testing for superior end-user by Arun Dutta.
To see the recorded presentation, read here.
https://softwaretestingboard.com/meetups/2018/02/26/software-testing-hangout-mar-31-2018
Chapter 3 - Performance Testing in the Software LifecycleNeeraj Kumar Singh
This is chapter 3 of ISTQB Specialist Performance Tester certification. This presentation helps aspirants understand and prepare the content of the certification.
it is based on the introduction of performance testing and its modules and the process which include performance testing and it consist of name of software or tools which are used to check the performance of any software.
In this session you will learn:
Test Strategy and Planning
Test Strategy Document
Test Planning
Test Estimation Techniques
For more information: https://www.mindsmapped.com/courses/quality-assurance/qa-software-testing-training-for-beginners/
Agile Testing - presentation for Agile User Groupsuwalki24.pl
Agile testing was present on Agile User Group. Presentation covers all aspects of testing on agile process, highlight the role of automation and issues with managing it.
This is chapter 4 of ISTQB Specialist Performance Tester certification. This presentation helps aspirants understand and prepare the content of the certification.
Recent and constant changes in technology have resulted in a transition from the traditional Center of Excellence model, to an agile development model, which has made its way into the mainstream and caused a shift in how testing, particularly performance testing, is done.
Join our Webinar to learn how a top tier manufacturer transformed their ability to deliver high quality projects, faster, by adapting their load testing to fit an agile development approach.
In this webinar you’ll learn:
Why you need to think differently about performance testing in an agile development environment
How to shift Performance Testing to the left in the development cycle
What adjustments to consider in your performance testing centers of excellence model
Technology platform considerations for faster, more collaborative load testing
Utopia Solutions Founder and CTO, Lee Barnes, will dive into tips and techniques for bringing effective performance testing to your agile organization.
Recent and constant changes in technology have resulted in a transition from the traditional Center of Excellence model, to an agile development model, which has made its way into the mainstream and caused a shift in how testing, particularly performance testing, is done.
Join our Webinar to learn how a top tier manufacturer transformed their ability to deliver high quality projects, faster, by adapting their load testing to fit an agile development approach.
In this webinar you’ll learn:
Why you need to think differently about performance testing in an agile development environment
How to shift Performance Testing to the left in the development cycle
What adjustments to consider in your performance testing centers of excellence model
Technology platform considerations for faster, more collaborative load testing
Utopia Solutions Founder and CTO, Lee Barnes, will dive into tips and techniques for bringing effective performance testing to your agile organization. The SOASTA team will demonstrate how continuous, cloud-based testing makes it easier.
Recent and constant changes in technology have resulted in a transition from the traditional Center of Excellence model, to an agile development model, which has made its way into the mainstream and caused a shift in how testing, particularly performance testing, is done.
Join our Webinar to learn how a top tier manufacturer transformed their ability to deliver high quality projects, faster, by adapting their load testing to fit an agile development approach.
In this webinar you’ll learn:
Why you need to think differently about performance testing in an agile development environment
How to shift Performance Testing to the left in the development cycle
What adjustments to consider in your performance testing centers of excellence model
Technology platform considerations for faster, more collaborative load testing
Utopia Solutions Founder and CTO, Lee Barnes, will dive into tips and techniques for bringing effective performance testing to your agile organization. The SOASTA team will demonstrate how continuous, cloud-based testing makes it easier.
Performance Testing in the Agile LifecycleTechWell
Traditional large scale end-of-cycle performance tests served enterprises well in the waterfall era. However, as organizations transition to agile development models, many find their tried and true approach to performance testing—and their performance testing resources—becoming somewhat irrelevant. The strict requirements and lengthy durations just don’t fit in the context of an agile cycle. Additionally, investigating system performance at the end of the development effort misses out on the early stage feedback offered by an agile approach. And it’s more important than ever that today’s agile-built systems perform. So how can agile organizations ensure optimum performance of their business critical systems? Lee Barnes discusses why agile teams need to change their thinking about performance from a narrow focus on testing to a broader focus on analysis—from a people, process and technology perspective. Take back techniques for shifting your performance testing/analysis earlier in the development cycle and extracting performance data that is immediately actionable.
Continuous Performance Testing in DevOps - Lee BarnesQA or the Highway
Stop trying to cram traditional “big bang” end of cycle performance tests into your DevOps pipeline! This talk will show you how to implement performance testing and analysis activities that work with your DevOps practices instead of against them.
"Shift Left" is a DevOps practice that provides an effective means to perform testing with or in parallel to development activities.
When shifting left, development, test and operations work together to plan, manage and execute automated and continuous testing to accelerate feedback to developers and improve the quality of changes early in the life-cycle. The rate of the accelerated feedback is determined by an organization’s desired outcomes for velocity of changes and capacity for feedback.
[Customizable Template] How to Get Stakeholder Buy-In for a Toolchain Integra...Planview
Introducing a new toolchain integration platform to a technology organization can be challenging, but with a well-crafted and persuasive pitch, you can enhance the probability of gaining enthusiastic support and approval.
With a bit of preparation and using the right tools like this Integration Platform Pitch Deck Template, you will be able to provide your stakeholders with enough information to squash any hesitations, get the necessary buy-in across your organization, and start the process of buying an integration platform.
[Customizable Template] How to Get Stakeholder Buy-In for a Toolchain Integra...Planview
Introducing a new toolchain integration platform to a technology organization can be challenging, but with a well-crafted and persuasive pitch, you can enhance the probability of gaining enthusiastic support and approval.
With a bit of preparation and using the right tools like this Integration Platform Pitch Deck Template, you will be able to provide your stakeholders with enough information to squash any hesitations, get the necessary buy-in across your organization, and start the process of buying an integration platform.
Guarda il webinar su Youtube! http://youtu.be/_GlXZAuQrJc
A CHI E' RIVOLTO:
Quality Assurance Managers, Test Managers, Testers, Senior Developers, Project Managers and Compliance Managers
DESCRIZIONE:
La tecnologia avanza rapidamente, impattando quasi tutti gli aspetti delle pratiche di test: il test agile, il test basato sui requisiti, test as a service e il testing crowdsource.
In questo webinar verrà illustrato un processo in 5 step, in grado di migliorare i processi di test, riducendo i costi e i tempi dei progetti.
Questo webinar metterà in evidenza i limiti e le problematiche dello sviluppo software e le metodologie per un suo immediato miglioramento.
AGENDA:
- Creare e gestire facilmente e velocemente test cases, defects, enhancement requests e test specifications - con Polarion LiveDocs
- Definire ed eseguire test runs con the Polarion Testing Framework
- Risparmiare tempo e denaro riutilizzando tutti i testing artifacts
- Integrare nei propri processi i test cases importandoli da MS Office
- Integrare completamente la gestione dei requisiti ai test e al defect management
- Gestire con Polarion le attività con tutti gli stakeholder.
DevOps Workshop - Addressing Quality Challenges of Highly Complex and Integra...Andrew Williams
Is your delivery and testing approach able to keep pace with today’s business demands? Poor or low levels of collaboration between application owners, developers and testers using a variety of tools & practices and long cycles of provisioning of dev/test environments can impede quality, increase waste and cost. Join this workshop discussion and share your opinion. Collaborate with peers on best practices to eliminate testing bottlenecks through virtualized dependent services and how to stand up realistic, production-like test labs that can be easily deployed, shared, and updated as systems change. The workshop will conclude with Q&A among the participants.
Using Lean Thinking to identify and address Delivery Pipeline bottlenecksSanjeev Sharma
Using Lean Thinking to identify and address Delivery Pipeline bottlenecks: This session explores 'Lean Thinking' techniques to help identify 'bottlenecks' in your delivery pipeline that can be addressed by adopting DevOps
7 Tips from Siemens Energy for Success with AutomationWorksoft
Nathan Sharp of Siemens Energy recently spoke at the SAP Project Management in Atlanta and shared 7 important elements for the successful adoption of automated business process validation in their organization.
Originally presented by Nathan Sharp of Siemens Energy at SAPinsider’s Project Management conference.
User expectations have changed over the last decade. Customers today expect access to their applications and data from all devices (mobile, laptop, desktop, tablet, etc.) with similar performance from any of those devices at all times of the day. In a world of growing complexity where architects and application designers are dependent on 3rd party providers to delivering part (or at time entire) of the application how does one ensure consistent delivery of performance. This presentation provides a view of some of the challenges involved and how not to make costly mistakes.
Similar to Performance Testing in the Agile Lifecycle (20)
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host