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Atlas/Events/Conferences 2026
broadcast-heavy conference agenda analysis

Conferences 2026

This broadcast-heavy conference in Technology / AI / Startup shows 80 visible agenda rows from conferences.techwell.com and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Learning Transfer and Problem Specificity; the main limits are Follow Through and Participation Architecture. Visible mechanisms include Participant work, Feedback, Network design, and Learning transfer. The public record does not show follow-up or tracking, so the score should be read as design intent... A practical reading: For a reader, this is a comparison record more than a model to copy: it reads as a broadcast-heavy conference, with the strongest visible signal in learning transfer and problem specificity and the biggest open question around follow through and participation architecture. The practical test is whether the published agenda connects the room to post-event continuation and evidence. This page is an original public-evidence analysis, not a copy of the source agenda or an endorsement of the event. The score places the visible agenda in the thin outcome architecture band. The strongest visible pillars are Learning Transfer, Problem Specificity, and Future-of-Work Fit; the thinnest visible pillars are Follow Through, Participation Architecture, and Network Design. Visible mechanisms include Participant work, Feedback, Network design, Learning transfer, and Personalization. The extracted agenda preview includes 146 visible rows. The most common formats are Presentation, Unknown, and Training; the most common inferred purposes are Knowledge Transfer, Unknown, and Skill Building.

Primary source evidence: conferences.techwell.com ↗

Eight-pillar fingerprint

Hover any pillar to see what it measures and, where it scored low, what the agenda is missing.

Participation Architecture?30
Participation Architecture - 30/100. Participant work, contribution, interaction, and alternatives to passive broadcast.Missing: Turn passive airtime into participant work: practice, sensemaking, decisions, critique, or artifact creation.
Follow Through?5
Follow Through - 5/100. Owners, dates, commitments, progress checks, and accountability after the room.Missing: Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.
Problem Specificity?56
Problem Specificity - 56/100. A clear costly problem, objective, decision, or performance target.
Personalization?50
Personalization - 50/100. Role, path, goal, preparation, or connection tailoring for participants.
Network Design?32
Network Design - 32/100. Structured weak ties, bridge-building, mixers, and relationship persistence.Missing: Replace generic networking blocks with designed introductions, ask-offer exchanges, peer groups, or bridge-building rituals.
Learning Transfer?71
Learning Transfer - 71/100. Applied practice, feedback, workplace use, refreshers, and 30-90 day transfer.
Evidence Maturity?45
Evidence Maturity - 45/100. Baseline, comparison, follow-up, isolation, and attribution confidence.
Future-of-Work Fit?52
Future-of-Work Fit - 52/100. Value against time, hybrid reality, accessibility, AI, and meeting load.

Fix the gaps

Field-tested exercises matched to this agenda's weakest pillars, from the exercise library.

Follow Through (5/100)

Exercises that strengthen it: Mental Toughness Workshop • WorkshopBank · 15% Solutions • WorkshopBank · Network Patches

Participation Architecture (30/100)

Exercises that strengthen it: Make A World · Awestruck 3 Minutes · Spectrum Mapping

Agenda Preview

The actual agenda we captured. Every block is classified by format and purpose. Open any block to see how we read it; the colored edge shows whether it is participant work, broadcast, logistics, or a showcase.

Room vs wrapper

13 percent of the 146 classified blocks put participants to work; the rest broadcast, show, or handle logistics. That mix is what drives the participation score.

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123
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Participant workBroadcastShowcaseLogistics
all eventPre-Conference TrainingTrainingSkill building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisParticipant work is implied by the formatInferred from format
all eventKeynotesKeynoteExpert framing+
Format · BroadcastKeynoteA featured talk from the stage. Builds awareness and energy, produces no participant output on its own.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventTutorialsTrainingSkill building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisParticipant work is implied by the formatInferred from format
all eventConcurrent SessionsPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventBonus SessionsPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventNetworking EventsNetworkingRelationship building+
Format · LogisticsNetworkingUnstructured mixing. Can carry incidental connection, but is not scored as designed network work.
Evidence basisOutcome inferred from formatInferred from format
all eventTrainingTrainingSkill building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisParticipant work is implied by the formatInferred from format
8:30amSunday, April 27, 2025 - to Monday, April 28, 2025PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventFundamentals of AI - ICAgile Certification (ICP-FAI)PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventTest Automation: How to Start and SucceedPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30am to 12:00pmMany organizations invest a lot of effort in test automation at the system level but then have serious problems as their product matures and changes over time. As a leader, how can you ensure that your new automation efforts will get off to a good start?...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventInstill a DevOps Testing Culture in Your Team and OrganizationPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30am to 12:00pmThe DevOps movement is here. Companies across many industries are breaking down siloed IT departments and federating them into product development teams. Testing and its practices are at the heart of these changes. Traditionally, IT organizations have been...PresentationPacing+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventTest Smarter, Not Harder: How to Design Test Suites for Continuous DeliveryPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30am to 12:00pmImagine: as soon as any developed functionality is submitted into the code repository, it is automatically subjected to the appropriate battery of tests and then released straight into the wild. Setting up the pipeline to do just that has become commonplace,...WorkshopParticipant work+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisParticipant work is implied by the formatInferred from format
all eventTest Automation Strategies: Navigating DevOps, Agile, and Complex TechnologiesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30am to 12:00pmIn the era of DevOps, agile methodologies, and the ever-expanding landscape of intricate technologies, the traditional bulky test automation strategy document has rapidly lost its relevance. Testers are grappling with the challenge of succinctly...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventGetting Started with AI-Driven AutomationPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:00pm to 4:30pmAI has been rapidly changing the way we approach software testing. Traditional test automation is time-consuming to create and breaks down easily in the presence of change. Thankfully, AI is helping testing teams create less procedural, more resilient tests...PresentationPacing+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventModern Web Testing with PlaywrightPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30am to 12:00pmEverybody gets frustrated when web apps are broken, but testing them thoroughly doesn’t need to be a chore. Playwright, a new open-source browser automation tool from Microsoft, makes testing web apps fun! Playwright offers a slew of nifty features like...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventWeb Security Testing: The Basics and MorePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30am to 12:00pmWeb applications are often security critical or serve as front-ends for security critical applications, making web testing for vulnerabilities an essential part of software testing. Unfortunately, most software testers have not been taught how to identify...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventExploratory Testing in the Heat of the SprintPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30am to 12:00pmAgile teams are burdened with the challenge of delivering working product increments after short iterations of development. Getting software from an ambiguous terse, incomplete requirement - to a done, working, solid, valuable, high-quality code requires...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:00pm to 4:30pmPython is one of the most popular programming languages these days. It's a great language for both beginners and pros, and the pytest framework makes testing in Python a breeze. In this introductory tutorial, we will learn how to start automating tests in...TrainingSkill building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisParticipant work is implied by the formatInferred from format
all eventModern Web Testing with CypressPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:00pm to 4:30pmThe web has evolved. Finally, testing has too. Cypress is a modern testing tool that answers the testing needs of modern web applications. It has been gaining a lot of traction in the last couple of years, gaining worldwide popularity. If you have been...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventLearn How to Implement a Test Automation Framework in JavaPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:00pm to 4:30pmIn the realm of software development, the challenge of maintaining high-quality standards while meeting tight deadlines is ever-present. GenAI enabling developers to produce code and potentially even more defects in shorter time clearly calls for more rapid...TrainingSkill building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisParticipant work is implied by the formatInferred from format
all eventVibe Coding: It's Time to VibePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:00am to 11:00amVibe Coding: It's Time to Vibe. Attend the keynote to find out more!KeynoteExpert framing+
Format · BroadcastKeynoteA featured talk from the stage. Builds awareness and energy, produces no participant output on its own.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventPath to Becoming a Test Automation Engineer Rock Star!PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:30am to 12:30pmSo… you want to become a Test Automation Engineer (or hire and develop one)? While there’s quite a bit of information available about important technical and tool skills to master, there’s not enough discussion around the path to becoming an effective Test...WorkshopKnowledge transfer+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisParticipant work is implied by the formatInferred from format
all eventIs Your Playbook for Generative AI in Test Automation on Point?PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:30pm to 2:30pmGenerative AI allows us to create test automation scripts really fast, but how can we be sure the outcome is truly complete? In this talk, Julio will discuss the critical process of how to define your prompts and evaluate if the results from AI-driven test...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventThe Myth of the Golden Test Database: Why It Doesn't Work and What to Do InsteadPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:30pm to 2:30pmTest automation requires predictability, yet every test environment refresh or migration from Dev to QA to PreProd throws test data into chaos. This typically leads to the pursuit of a "golden test database" that can be restored to a known state. But...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventElevating Test Leadership: Strategies for Effective Team Management and Career GrowthPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
2:45pm to 3:45pmMastering test leadership involves not only guiding your team through complex testing scenarios but also fostering their professional development and advancing your own career trajectory. In today’s fast-evolving tech landscape, test leaders face the...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventPanel - Revolutionizing Test Automation: The Impact of Generative AI on Quality EngineeringPanelDiscussion+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisNo participant output visible from this rowRead from source, no work signal
4:15pm to 5:15pmAs Generative AI rapidly reshapes how we work, its impact on quality engineering and more specifically test automation is profound. Join our panel of AI and testing experts as they dive into how Gen AI is transforming testing practices, from creating smarter...PanelDiscussion+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:45am to 10:45amIn this talk, Lisa Waugh will discuss the challenges in delivering high-quality software due to manual testing and the need for automated unit test generation. Despite the development of techniques and tools to automatically generate unit tests, the...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventTreat Your Test Tools Like a Real ProductPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:45am to 10:45amHave you ever had a QA tool fail to gain momentum? Ever had a splintered array of test automation frameworks that does the exact same thing across your quality engineering organization? Ever have a hard time getting leadership to sign off for tools that you...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventNavigating the Future: Embracing Automation Testing in a Rapidly Evolving Digital WorldPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:45am to 10:45pmIn today’s rapidly evolving digital landscape, quality assurance is undergoing a major transformation. QA professionals must maintain software quality while adapting to the rapid pace of development, accelerated by AI. To keep up, the shift from manual...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventApplying Software Testing Principles to Risk Management Control TestingPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:15am to 12:15pmIn today's dynamic business environment, robust risk management is crucial for organizational success. Traditional approaches to risk management control testing often focus on compliance, but they can benefit significantly from the rigorous methodologies...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventBuilding a Scalable Infrastructure for Mobile UI Test ExecutionWorkshopParticipant work+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisParticipant work is implied by the formatInferred from format
11:15am to 12:15pmIn an era of rapid mobile development cycles, maintaining reliable, efficient, and scalable UI test automation is a critical challenge for engineering teams. With thousands of test cases running across multiple devices, emulators, and cloud environments,...WorkshopParticipant work+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisParticipant work is implied by the formatInferred from format
all eventScaling Automated Tests to Infinity and BeyondPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:15am to 12:15pmTesting is a risk-mitigating activity that takes time. Ideally, we want to cover as many behaviors as possible in the shortest amount of time for fast feedback. The only way to speed up is to scale up. But how? This talk outlines a playbook for the five most...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventPlaywright Tips & Tricks - Why Does Microsoft's Framework Perform So Well in Testing?PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:30pm to 2:30pmThis session aims to provide a comprehensive overview of Playwright, Microsoft's powerful framework for test automation. Michal will explore its core functionalities and delve into practical tips and tricks to enhance its usage. The session will begin by...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventTesting Under Pressure: Leveraging AI to Satisfy the C-SuitePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:00pm to 4:00pmIn an era where "doing more with less" has become a corporate mantra, executives are increasingly turning to Artificial Intelligence (AI) to boost efficiency and productivity. This shift places significant pressure on testing teams to rapidly adopt AI...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventThe Revolution Was Not Televised: Software QA in the Era of Streaming and Livestreaming ServicesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:00pm to 4:00pmYou heard about it - Netflix's Love is Blind Live event fiasco last year, Pluto's VMA's blues in LATAM, and other subpar experiences for some streaming services, both live and on-demand. How is software QA involved in those? Or, how was it NOT involved? As...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventWhy Testing Needs to Be Part of Your Brand Loyalty StrategyPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventStop Listening to the IndustryPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:00pm to 4:00pmMaking the transition from manual testing to full test automation is hard. Consultants, vendors, speakers and the internet all have their own recommendations about how to get started. The challenge is that sometimes those recommendations do not align to your...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisExplicit action or follow-through languageRead from source
all eventPanel - The Future of Test Automation: Trends, Challenges, and Your Burning QuestionsPanelDiscussion+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisNo participant output visible from this rowRead from source, no work signal
4:15pm to 5:15pmTest automation is evolving at an unprecedented pace, driven by AI, continuous testing, and the ever-increasing complexity of modern software development. Join us for an engaging panel discussion where industry experts will explore the latest trends in test...PanelDiscussion+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventAssociated Training and ConsultingTrainingSkill building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisParticipant work is implied by the formatInferred from format
all eventCoveros TrainingTrainingSkill building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisParticipant work is implied by the formatInferred from format
all eventConference ScheduleUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventPre-Conference TrainingTrainingSkill Building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisMediumRead from source
all eventKeynotesKeynoteThought Leadership+
Format · BroadcastKeynoteA featured talk from the stage. Builds awareness and energy, produces no participant output on its own.
Evidence basisMediumRead from source
all eventTutorialsTrainingSkill Building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisMediumRead from source
all eventConcurrent SessionsPresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all eventBonus SessionsPresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all eventLeadership SummitUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventWomen Who TestUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventNetworking EventsNetworkingRelationship Building+
Format · LogisticsNetworkingUnstructured mixing. Can carry incidental connection, but is not scored as designed network work.
Evidence basisMediumRead from source
all eventTrainingTrainingSkill Building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisMediumRead from source
all eventVirtual AttendeeUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventAI for TestersUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
8:30amSunday, April 27, 2025 - to Monday, April 28, 2025UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventLearn MoreUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventFundamentals of AI - ICAgile Certification (ICP-FAI)UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventTest Automation: How to Start and SucceedUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
8:30am to 12:00pmMany organizations invest a lot of effort in test automation at the system level but then have serious problems as their product matures and changes over time. As a leader, how can you ensure that your new automation efforts will get off to a good start? What can you do to ensure that your automation work provides continuing added value? Chris Loder will explain the critical issues you need to know to get a good start, and he will share his extensive experience in building great automation. He covers the most important management issues you should address for test automation success,...UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventInstill a DevOps Testing Culture in Your Team and OrganizationUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
8:30am to 12:00pmThe DevOps movement is here. Companies across many industries are breaking down siloed IT departments and federating them into product development teams. Testing and its practices are at the heart of these changes. Traditionally, IT organizations have been staffed with mostly manual testers and a limited number of automation and performance engineers. To keep pace with development in the new “you build it, you own it” environment, testing teams and individuals must develop new technical skills and even embrace coding to stay relevant and add greater value to the business. DevOps really...BreakWellbeing+
Format · LogisticsBreakA pacing or recovery block between sessions.
Evidence basisMediumRead from source
all eventTest Smarter, Not Harder: How to Design Test Suites for Continuous DeliveryUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
8:30am to 12:00pmImagine: as soon as any developed functionality is submitted into the code repository, it is automatically subjected to the appropriate battery of tests and then released straight into the wild. Setting up the pipeline to do just that has become commonplace, but most organizations hit the same stumbling block: just what IS the appropriate battery of tests? Automated build pipelines don't always lend themselves well to the traditional stages of testing. In this hands-on tutorial, Melissa will introduce testers to the key principles of test case and test suite design that apply to...WorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
all eventTest Automation Strategies: Navigating DevOps, Agile, and Complex TechnologiesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
8:30am to 12:00pmIn the era of DevOps, agile methodologies, and the ever-expanding landscape of intricate technologies, the traditional bulky test automation strategy document has rapidly lost its relevance. Testers are grappling with the challenge of succinctly communicating intricate testing objectives. Yet, a beacon of optimism shines through! A streamlined, actionable, and impactful test automation strategy tailored for agile, DevOps, and even the notorious waterfall approach is within reach. Join Janna as she draws upon real-world test strategies from her experience, deconstructing the essential...UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventGetting Started with AI-Driven AutomationUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
1:00pm to 4:30pmAI has been rapidly changing the way we approach software testing. Traditional test automation is time-consuming to create and breaks down easily in the presence of change. Thankfully, AI is helping testing teams create less procedural, more resilient tests that are able to self-heal in the presence of modern, rapidly changing, highly dynamic production systems. This sounds great, but you may be asking yourself: How do I get started? What additional skills do I need to learn? What tools are available for me to start using, right now? Join Dionny Santiago as he breaks down different AI...BreakWellbeing+
Format · LogisticsBreakA pacing or recovery block between sessions.
Evidence basisMediumRead from source
all eventModern Web Testing with PlaywrightUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
8:30am to 12:00pmEverybody gets frustrated when web apps are broken, but testing them thoroughly doesn’t need to be a chore. Playwright, a new open-source browser automation tool from Microsoft, makes testing web apps fun! Playwright offers a slew of nifty features like automatic waiting, mobile emulation, and network interception. Plus, with isolated browser contexts, Playwright tests can set up much faster than traditional Web UI tests. In this session, we will automate concise yet robust web app tests for a Kanban board web app with Playwright in TypeScript. You'll learn to test modern web apps of any...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all eventWeb Security Testing: The Basics and MoreUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
8:30am to 12:00pmWeb applications are often security critical or serve as front-ends for security critical applications, making web testing for vulnerabilities an essential part of software testing. Unfortunately, most software testers have not been taught how to identify web security issues while testing applications. Join Tom Stiehm as he shares what you need to know to security test web-based applications as part of your overall testing process. Learn about the most common web security vulnerabilities and how they are introduced into web code and exploited by hackers. Explore test techniques for...UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventExploratory Testing in the Heat of the SprintUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
8:30am to 12:00pmAgile teams are burdened with the challenge of delivering working product increments after short iterations of development. Getting software from an ambiguous terse, incomplete requirement - to a done, working, solid, valuable, high-quality code requires testers to continuously adapt to change in a turbulent context and deliver actionable results. Chris Blain will illustrate how charter-driven session-based exploratory testing techniques can empower agile teams and help them learn quickly and adapt based on what really matters. Testers can design and execute tests on the fly as they explore...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all eventtestmycodewithpython()UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
1:00pm to 4:30pmPython is one of the most popular programming languages these days. It's a great language for both beginners and pros, and the pytest framework makes testing in Python a breeze. In this introductory tutorial, we will learn how to start automating tests in Python with pytest. Specifically, we will cover configuring test projects, writing unit tests for libraries, writing API tests with requests, and writing UI tests with Playwright. We will also dig into many of pytest's advanced features like fixtures, parameters, and configs. Bring your laptops because you will be coding along with the...TrainingSkill Building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisMediumRead from source
all eventModern Web Testing with CypressUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
1:00pm to 4:30pmThe web has evolved. Finally, testing has too. Cypress is a modern testing tool that answers the testing needs of modern web applications. It has been gaining a lot of traction in the last couple of years, gaining worldwide popularity. If you have been waiting to learn Cypress, wait no more! Filip Hric will guide you through the first steps on how to start using Cypress and set up a project on your own. The good news is, learning Cypress is incredibly easy. You’ll write your first test in no time, and then you’ll discover how to write a full end-to-end test for a modern web application.UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventLearn How to Implement a Test Automation Framework in JavaUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
1:00pm to 4:30pmIn the realm of software development, the challenge of maintaining high-quality standards while meeting tight deadlines is ever-present. GenAI enabling developers to produce code and potentially even more defects in shorter time clearly calls for more rapid test automation development. One of the most complex and time consuming activities is designing and building an effective test automation framework. Péter will provide some theoretical background, then the attendees will implement a UI test automation framework in Java. One of the key aspects covered in this tutorial is proper...TrainingSkill Building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisMediumRead from source
all eventVibe Coding: It's Time to VibeUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
10:00am to 11:00amVibe Coding: It's Time to Vibe. Attend the keynote to find out more!KeynoteThought Leadership+
Format · BroadcastKeynoteA featured talk from the stage. Builds awareness and energy, produces no participant output on its own.
Evidence basisMediumRead from source
all eventPath to Becoming a Test Automation Engineer Rock Star!UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
11:30am to 12:30pmSo… you want to become a Test Automation Engineer (or hire and develop one)? While there’s quite a bit of information available about important technical and tool skills to master, there’s not enough discussion around the path to becoming an effective Test Automation Engineer that knows how to add VALUE. This had led to a proliferation of engineers who are proficient with tools and building frameworks but have skill and knowledge gaps, especially in software testing, that reduce the value they deliver with test automation. In this talk, Lee will share his lessons learned from over 30 years...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all eventIs Your Playbook for Generative AI in Test Automation on Point?UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
1:30pm to 2:30pmGenerative AI allows us to create test automation scripts really fast, but how can we be sure the outcome is truly complete? In this talk, Julio will discuss the critical process of how to define your prompts and evaluate if the results from AI-driven test automation creation cover all the necessary bases. He will bring a playbook for GenAI in test automation created based on the results of research that collected advice and feedback from dozens of test automation engineers. In the session, Julio will discuss practical examples of the mindset, a set of steps to be followed when using...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all eventThe Myth of the Golden Test Database: Why It Doesn't Work and What to Do InsteadUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
1:30pm to 2:30pmTest automation requires predictability, yet every test environment refresh or migration from Dev to QA to PreProd throws test data into chaos. This typically leads to the pursuit of a "golden test database" that can be restored to a known state. But regardless of the cost and effort associated with test data management projects, they will always eventually fail. Learn why and what to do instead to make your automated tests resilient and repeatable.UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventElevating Test Leadership: Strategies for Effective Team Management and Career GrowthUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventPreviewUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
2:45pm to 3:45pmMastering test leadership involves not only guiding your team through complex testing scenarios but also fostering their professional development and advancing your own career trajectory. In today’s fast-evolving tech landscape, test leaders face the challenge of balancing rigorous quality assurance with identifying the talent, development of team’s skills and career trajectories. During his tenure as Practice Head of Quality Engineering at a major tech firm, Srinivas Rao Labhani implemented a comprehensive strategy of implementing a sense of belongingness to the organization,...UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventPanel - Revolutionizing Test Automation: The Impact of Generative AI on Quality EngineeringPanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
4:15pm to 5:15pmAs Generative AI rapidly reshapes how we work, its impact on quality engineering and more specifically test automation is profound. Join our panel of AI and testing experts as they dive into how Gen AI is transforming testing practices, from creating smarter automation frameworks to redefining manual testing roles. Explore cutting-edge tools, discuss the challenges of integrating AI into test strategies, and debate the ethical implications of AI-driven quality engineering. This thought-provoking session will be driven by your questions and thus provide actionable insights, inspire...PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventHarnessing the Power of Large Language Models: Automatically Generating High-Quality, Readable, and Maintainable Unit Test Cases for Java and PythonUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
9:45am to 10:45amIn this talk, Lisa Waugh will discuss the challenges in delivering high-quality software due to manual testing and the need for automated unit test generation. Despite the development of techniques and tools to automatically generate unit tests, the generated tests often suffer from poor readability and lack resemblance to developer-written tests. To address these issues, Lisa's team has investigated the use of large language models (LLMs) to improve the readability and usability of automatically generated tests. They have created a pipeline to guide LLMs in generating high-coverage,...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all eventTreat Your Test Tools Like a Real ProductUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
9:45am to 10:45amHave you ever had a QA tool fail to gain momentum? Ever had a splintered array of test automation frameworks that does the exact same thing across your quality engineering organization? Ever have a hard time getting leadership to sign off for tools that you know could easily boost testing productivity? If you answered yes to any of these, come join Albrecht in this crash course in building your quality engineering roadmap. In this session, Albrecht will go over how to build a product roadmap that aligns with your organization's goals and identify key milestones, to ensure your toolset is...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all eventNavigating the Future: Embracing Automation Testing in a Rapidly Evolving Digital WorldUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
9:45am to 10:45pmIn today’s rapidly evolving digital landscape, quality assurance is undergoing a major transformation. QA professionals must maintain software quality while adapting to the rapid pace of development, accelerated by AI. To keep up, the shift from manual testing to automation and AI-driven solutions is essential. This transition is not just about speed - it’s about fostering innovation, adaptability, and future readiness. However, adopting automation is complex, requiring team-wide processes and long-term maintenance for success. Where do you start? In this session, Amanda will share a...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all eventApplying Software Testing Principles to Risk Management Control TestingUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
11:15am to 12:15pmIn today's dynamic business environment, robust risk management is crucial for organizational success. Traditional approaches to risk management control testing often focus on compliance, but they can benefit significantly from the rigorous methodologies developed in software testing. This presentation will explore how core software testing principles - such as test case design, automation, regression testing, and defect tracking - can be effectively applied to enhance the effectiveness and efficiency of risk management control testing. Attendees will learn how to leverage these...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all event.jpg%3Fitok=i-kV1wTy&sc=651229bff6e1c3f7b2013cd3e5c4491c)UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventBuilding a Scalable Infrastructure for Mobile UI Test ExecutionUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
11:15am to 12:15pmIn an era of rapid mobile development cycles, maintaining reliable, efficient, and scalable UI test automation is a critical challenge for engineering teams. With thousands of test cases running across multiple devices, emulators, and cloud environments, traditional test execution strategies fail to scale, leading to slow feedback loops, high maintenance costs, and infrastructure bottlenecks. We will explore cutting-edge strategies for building a scalable UI test execution infrastructure, leveraging orchestration tools, cloud-native solutions, and in-house hardware optimizations. The...UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventScaling Automated Tests to Infinity and BeyondUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
11:15am to 12:15pmTesting is a risk-mitigating activity that takes time. Ideally, we want to cover as many behaviors as possible in the shortest amount of time for fast feedback. The only way to speed up is to scale up. But how? This talk outlines a playbook for the five most impactful ways to scale up tests. From improving infrastructure to arranging tests more efficiently down to refining the performance of particular steps, you will learn tried-and-true techniques for running more tests in less time. With this playbook, you could scale up to hundreds of tests running concurrently without crashing. Join...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all eventPlaywright Tips & Tricks - Why Does Microsoft's Framework Perform So Well in Testing?UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
1:30pm to 2:30pmThis session aims to provide a comprehensive overview of Playwright, Microsoft's powerful framework for test automation. Michal will explore its core functionalities and delve into practical tips and tricks to enhance its usage. The session will begin by defining what Playwright is and highlight its key features that set it apart in the testing landscape. The session will then cover advanced usage techniques, including how to effectively utilize the Trace Viewer for generating detailed test reports and implementing concurrency in tests to boost efficiency. Furthermore, Michal will examine...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all eventTesting Under Pressure: Leveraging AI to Satisfy the C-SuiteUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
3:00pm to 4:00pmIn an era where "doing more with less" has become a corporate mantra, executives are increasingly turning to Artificial Intelligence (AI) to boost efficiency and productivity. This shift places significant pressure on testing teams to rapidly adopt AI solutions without compromising quality. In this engaging presentation, a C-suite executive and a testing expert offer a unique "fly on the wall" perspective into the dynamic between leadership expectations and the realities faced by testers. The session will delve into the challenges testers encounter under executive mandates, explore...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all eventThe Revolution Was Not Televised: Software QA in the Era of Streaming and Livestreaming ServicesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
3:00pm to 4:00pmYou heard about it - Netflix's Love is Blind Live event fiasco last year, Pluto's VMA's blues in LATAM, and other subpar experiences for some streaming services, both live and on-demand. How is software QA involved in those? Or, how was it NOT involved? As content production and distribution companies consolidate and grow their streaming services and peripheral activities including: user personalization, loyalty, and engagement; tailored quality assurance and testing efforts become critical to ensure a fully immersive and optimal experience. In this session, Ramy will explore how to...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all event.jpeg%3Fitok=BFA8bTNs&sc=99b1428e4c412e5b913732797a272d51)UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventWhy Testing Needs to Be Part of Your Brand Loyalty StrategyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
3:00pm to 4:00pmEvery experience counts - In a recent Sauce Labs study, 57% of consumers said they’d consider switching to a competitor after just 3-4 negative interactions with a company’s website, software, or mobile app. With all the options available, consumers are growing less forgiving, putting a bigger emphasis on the need for a clear brand loyalty strategy that takes the execution of the digital experience into bigger consideration. Design and engineering are key to the equation and the culmination of that is implementing a testing strategy - one that makes the rollout and updating of new features...UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventStop Listening to the IndustryUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
3:00pm to 4:00pmMaking the transition from manual testing to full test automation is hard. Consultants, vendors, speakers and the internet all have their own recommendations about how to get started. The challenge is that sometimes those recommendations do not align to your business’s development strategy or security protocols. So who is right? Do you shirk your company’s best practices that have been developed over time in favor of what the industry says is the ideal configuration? Will the testing rules be the same tomorrow? Maybe it’s time to blaze your own testing trail. In this session, Ingrid Warden...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all eventPanel - The Future of Test Automation: Trends, Challenges, and Your Burning QuestionsPanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
4:15pm to 5:15pmTest automation is evolving at an unprecedented pace, driven by AI, continuous testing, and the ever-increasing complexity of modern software development. Join us for an engaging panel discussion where industry experts will explore the latest trends in test automation, including AI-powered testing, low-code/no-code automation, and the role of testers in a rapidly changing landscape. This session will also serve as an open forum for attendees to ask any lingering questions from the conference. Whether it’s about the future of automation, best practices, or the impact of AI on testing roles...PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventContactUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventAssociated Training and ConsultingTrainingSkill Building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisMediumRead from source
all eventCoveros TrainingTrainingSkill Building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisMediumRead from source
all eventAssociated Resources and PublicationsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source

The Full Reading

Why It Ranks This Way +

Calibrated from GES design 42/100 and verified 43/100, then capped for agenda is mostly passive without visible outcome mechanics.

Reader Takeaway. For a reader, this is a comparison record more than a model to copy: it reads as a broadcast-heavy conference, with the strongest visible signal in learning transfer and problem specificity and the biggest open question around follow through and participation architecture. The practical test is whether the published agenda connects the room to post-event continuation and evidence.

Strongest signals: Learning Transfer, Problem Specificity, and Future-of-Work Fit. Weakest signals: Follow Through, Participation Architecture, and Network Design.

How This Agenda Could Improve +
  • Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.
  • Turn passive airtime into participant work: practice, sensemaking, decisions, critique, or artifact creation.
  • Replace generic networking blocks with designed introductions, ask-offer exchanges, peer groups, or bridge-building rituals.

Fastest next move: Add named owners, dated next steps, and a visible continuation path before treating the event as outcome-ready.

Role-Specific Reading +

Event owner lens

Use this record to benchmark whether a comparable event makes the work after the room visible. The score is 37/100, so the next move is to benchmark the weakest pillars before repeating the format.

Sponsor lens

Look beyond exposure. Strong sponsor value would show qualified interaction, problem work, buyer learning, customer evidence, or follow-up. The practical sponsor move is to look for structured introductions, buyer-seller fit, and relationship persistence.

Designer lens

The agenda is useful as a pattern sample from conferences.techwell.com. Redesign attention should go first to the lowest-scoring pillars; in practice, turn the thinnest agenda blocks into participant work.

Executive lens

Treat the visible agenda as an operating plan. The executive move is to require owners, dates, and evidence before treating the event as strategic. If owners, proof, and follow-through are not visible, the public record does not yet prove strategic movement.

Aggregator lens

Treat the source URL as evidence, not decoration. The data-product move is to label the source boundary clearly before ranking the record before ranking or syndicating the record.

What GES Means Here +

The Gathering Effectiveness Score is a strict 0-100 public-evidence reading of the agenda across eight pillars. It rewards visible participant work, follow-through, transfer, network design, and proof mechanisms more than polish, speaker fame, attendance, or satisfaction.

Visible mechanisms: Participant work, Feedback, Network design, Learning transfer, Personalization.

Evidence boundary: Scores reflect visible agenda/source evidence and should not be read as proof of causal event impact.

Limitations, Score Caps, and Review Flags +

Limitations

  • No visible follow-up, progress monitoring, or longitudinal tracking.
  • Passive stage formats dominate the visible agenda.
  • No baseline measurement is visible.

Score caps

  • 42: No visible follow-up, tracking, or impact mechanism.
  • 34: Agenda is mostly passive without visible outcome mechanics.

Review flags

  • Fourth-loop score cap: No visible follow-up, tracking, or impact mechanism.
  • Fourth-loop score cap: Agenda is mostly passive without visible outcome mechanics.
  • No source-backed follow-up, validation, baseline, tracking, or impact evidence.
  • No tracking, validation, feedback, or impact measurement found in the visible source text.
Is this proof the event worked? +

No. This is a strict public-evidence reading of the agenda. Proof would require baseline, comparison, follow-up, attribution, and impact evidence beyond the listing.

What should a reader inspect first? +

Start with the source URL, then compare the eight pillar scores against the agenda rows. The biggest opportunities usually sit in follow-through, evidence maturity, and participant work.

Why publish weak records? +

Weak records are part of the map. They show where public agendas still describe sessions and speakers more often than outcomes, commitments, transfer, or proof.

How should I use the rows? +

Read the agenda rows as the visible design trace: formats, purposes, and evidence labels show what the public source made inspectable, not everything that happened in the room. This is a source-grounded interpretation of the public agenda record, not a copy of the source, and not an endorsement of the event.

Where To Go Next

Compare this agenda against other Technology / AI / Startup events scored on the same eight pillars.