Event owner lens
Use this record to benchmark whether a comparable event makes the work after the room visible. The score is 42/100, so the next move is to benchmark the weakest pillars before repeating the format.
broadcast-heavy conference agenda analysis
Conferences 2026
This broadcast-heavy conference in Technology / AI / Startup shows 55 visible agenda rows from conferences.techwell.com and scores 42/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Problem Specificity; the main limits are Follow Through and Network Design. 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 network design. 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 moderate design signal band. The strongest visible pillars are Learning Transfer, Problem Specificity, and Future-of-Work Fit; the thinnest visible pillars are Follow Through, Network Design, and Personalization. Visible mechanisms include Participant work, Feedback, Network design, and Learning transfer. The extracted agenda preview includes 100 visible rows. The most common formats are Presentation, Unknown, and Training; the most common inferred purposes are Knowledge Transfer, Unknown, and Skill Building.
Eight-pillar fingerprint
Hover any pillar to see what it measures and, where it scored low, what the agenda is missing.
Participation Architecture?50
Participation Architecture - 50/100. Participant work, contribution, interaction, and alternatives to passive broadcast.
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?37
Personalization - 37/100. Role, path, goal, preparation, or connection tailoring for participants.Missing: Create role-based paths, prepared questions, tailored breakouts, or participant-specific next steps.
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
Network Design (32/100)
Exercises that strengthen it: Fun Trust-Building Group Game for Team Connection - Izzat... · Exciting Group Trust Activity for Building Confidence... · PFP: September 2005
Personalization (37/100)
Exercises that strengthen it: Journey Mapping • WorkshopBank · Group Energiser & Perspective-Changing Exercise - Paradigm... · Photo Storytelling
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
16 percent of the 100 classified blocks put participants to work; the rest broadcast, show, or handle logistics. That mix is what drives the participation score.
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
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
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
8:30am to 4:30pmModern software is developed in a continuous manner, with several backend services frequently being deployed and scaled in the cloud. Furthermore, as organizations move toward agile, DevOps, and continuous delivery, it is vital for them to move away from...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 from the Inside: Unit Testing EditionPresentationKnowledge 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 12:00pmDo you want to take your testing and/or development skills to the next level? Are you working in an agile team where you are trying to shift-left so that your organization can reap the full benefits of testing earlier? In software testing, you're generally...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 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 eventBadass Agile Coaching Skills for EveryonePresentationKnowledge 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 4:30pmSome perspectives imply that Agile Coaching is for a small set of specialized agilists who serve to improve everyone else or that it’s a unique role that others, including managers and leaders, shouldn’t do or will find difficult to master. This talk intends...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 eventHolistic Performance Testing for Modern ApplicationsPresentationKnowledge 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 12:00pmWith the advent of frameworks like Angular, React, and Vue, the landscape of application performance has changed significantly in terms of testing and measurement. Gone are the days of measuring response time as a single value based on back-end performance....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 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 eventHow to Hire the Best Quality EngineersPresentationKnowledge 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 2:30pmEndless candidates, loops ending in no-hires, missing data to make an informed decision...hiring is hard. Plus, the cost of mis-hiring (and bringing on someone who isn't a good fit) is very high. But there is a better way. The first step is determining...PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisSession topic references decisions or metrics; event-level follow-through is not shownRead from source
all eventFrom Vision to Velocity: Accelerating Agile Testing with Generative AIPresentationKnowledge 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 3:45pmIn the rapidly evolving landscape of Agile and DevOps, traditional methods of testing business-facing features often struggle to keep pace with the demands for faster and more thorough testing. However, the fusion of traditional testing wisdom with...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 Strategy Roadmap for Moving from SAP ECC to S4 HANAPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisSession topic references decisions or metrics; event-level follow-through is not shownRead from source
2:45pm to 3:45pmIf your company uses SAP, there is a big challenge heading your way. Any company using SAP that has not already converted will face the massive effort of moving from SAP ECC to S4 HANA before the end of 2027. If you already feel overwhelmed by the demands of...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 eventEnabling a DevOps Culture with Embedded SystemsPresentationKnowledge 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 3:45pmIn today's technology-driven landscape, where software and hardware intertwine seamlessly in embedded systems, adopting a DevOps culture becomes imperative. This talk delves into the dynamic world of embedded systems and explores how organizations can...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
all eventRedefining Quality: Empowering Autonomous Teams for SaaS ExcellencePresentationKnowledge 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 9:30amTraditional roles within software development teams are being redefined in today’s fast-paced world of cloud platforms and Software as a Service (SaaS). The rise of DevOps has blurred the boundaries between development and operations, emphasizing speed,...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
11:15am to 12:15pmApproximately 80% of the defects that a system has are due to the lack of testing with other types of data. That is why most people see that the system works "as expected" only by testing the happy path, since they only use 1 or 2 different data to 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 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 eventLeadership in Software Quality: Insights and Strategies from Industry ExpertsPresentationKnowledge 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 2:30pmAre you navigating the challenges of leadership in the ever-evolving software quality industry? Join this dynamic panel discussion featuring seasoned leaders who will share their expertise, experiences, and actionable advice. This session is designed for...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 eventTry and Come for My Job: When Vibe Coding Makes Sense - and How to Use (and Test!) ItPresentationKnowledge 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 4:00pmOk, real talk? Vibe coding is exiting! You can absolutely use it in your shop, and still call yourself a "real dev," or a "real tester." But you can't ALWAYS use it. No, you should not deploy directly to prod. No, you shouldn't use AI-generated code without...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 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 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
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 eventRamping Up Modern PerformanceUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
8:30am to 4:30pmModern software is developed in a continuous manner, with several backend services frequently being deployed and scaled in the cloud. Furthermore, as organizations move toward agile, DevOps, and continuous delivery, it is vital for them to move away from traditional approaches to evaluate performance. Are you interested in ramping up or polishing your skills on performance testing? Leandro Melendez will introduce attendees to modern, agile, and continuous performance testing. You’ll learn performance assurance principles and everything from fundamental performance concepts like correlation...UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventTesting from the Inside: Unit Testing EditionUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
8:30am to 12:00pmDo you want to take your testing and/or development skills to the next level? Are you working in an agile team where you are trying to shift-left so that your organization can reap the full benefits of testing earlier? In software testing, you're generally taught to think outside the box, from a user's perspective. However, sometimes great ideas can be sparked from inside the box, by looking at the underlying code and using that knowledge to identify various ways to break the software. Join Tariq King as he walks through the fundamentals of program-based testing so that you can find bugs...BreakWellbeing+
Format · LogisticsBreakA pacing or recovery block between sessions.
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 eventBadass Agile Coaching Skills for EveryoneUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
1:00pm to 4:30pmSome perspectives imply that Agile Coaching is for a small set of specialized agilists who serve to improve everyone else or that it’s a unique role that others, including managers and leaders, shouldn’t do or will find difficult to master. This talk intends to debunk those notions by illustrating the power and impact of Agile Coaching skills for everyone. In this workshop, Bob Galen will explore the nuance associated with Agile Coaching to demystify it. He’ll share and explore the Agile Coaching Growth Wheel as a competency model for agile coaching. We’ll do a deep dive into the critical...WorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
all eventHolistic Performance Testing for Modern ApplicationsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
8:30am to 12:00pmWith the advent of frameworks like Angular, React, and Vue, the landscape of application performance has changed significantly in terms of testing and measurement. Gone are the days of measuring response time as a single value based on back-end performance. In modern web and mobile applications, additional layers need to be peeled apart at the front end to truly understand its performance characteristics. Traditional approaches to performance testing are no longer sufficient to provide a delightfully responsive user experience. Join Kaushal Dalvi as he details new developments in the...UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
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 eventHow to Hire the Best Quality EngineersUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
1:30pm to 2:30pmEndless candidates, loops ending in no-hires, missing data to make an informed decision...hiring is hard. Plus, the cost of mis-hiring (and bringing on someone who isn't a good fit) is very high. But there is a better way. The first step is determining exactly what are the requirements that your candidate must have (hint: it's not a specific programming language or experience using a tool). Knowing what questions to ask which assess the core skills for the position is essential. Join George as he talks about how to find and hire the best Quality Engineers starting at resume reviews to...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all eventFrom Vision to Velocity: Accelerating Agile Testing with Generative AIUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
2:45pm to 3:45pmIn the rapidly evolving landscape of Agile and DevOps, traditional methods of testing business-facing features often struggle to keep pace with the demands for faster and more thorough testing. However, the fusion of traditional testing wisdom with cutting-edge AI presents a unique opportunity to enhance software quality and delivery speed, offering innovative solutions to longstanding challenges. Join Phillip as he examines key test design techniques - such as equivalence partitioning, boundary value analysis, decision table testing, and state transition testing - and explores how...UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventTest Strategy Roadmap for Moving from SAP ECC to S4 HANAUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
2:45pm to 3:45pmIf your company uses SAP, there is a big challenge heading your way. Any company using SAP that has not already converted will face the massive effort of moving from SAP ECC to S4 HANA before the end of 2027. If you already feel overwhelmed by the demands of testing your company's transformation or haven't yet begun planning, this session is for you. Linda Hayes will discuss what is - and isn't - changing in your enterprise landscape and how to organize your test strategy into manageable steps to remove the most risk in the shortest amount of time. You will leave with a clear outline to...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all eventEnabling a DevOps Culture with Embedded SystemsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
2:45pm to 3:45pmIn today's technology-driven landscape, where software and hardware intertwine seamlessly in embedded systems, adopting a DevOps culture becomes imperative. This talk delves into the dynamic world of embedded systems and explores how organizations can successfully implement and nurture a DevOps culture within this unique domain. DevOps, with its emphasis on collaboration, automation, and continuous improvement, has revolutionized software development. However, adapting these principles to the realm of embedded systems presents distinct challenges and opportunities. The discussion will...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
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 eventRedefining Quality: Empowering Autonomous Teams for SaaS ExcellenceUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
8:30am to 9:30amTraditional roles within software development teams are being redefined in today’s fast-paced world of cloud platforms and Software as a Service (SaaS). The rise of DevOps has blurred the boundaries between development and operations, emphasizing speed, agility, and continuous delivery. Amid this transformation, the debate about whether to have a separate QA team is becoming increasingly irrelevant. Instead, the focus should shift to building autonomous, cross-functional teams equipped with the skills and ownership required to deliver high-quality SaaS products efficiently. Ronit...UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventCritical Data For TestingUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
11:15am to 12:15pmApproximately 80% of the defects that a system has are due to the lack of testing with other types of data. That is why most people see that the system works "as expected" only by testing the happy path, since they only use 1 or 2 different data to test, then have many defects in production. In this talk, you will see some tips on how to do basic data analysis and identify the critical input and output data of a system, select parameters according to time for testing, and select by priority the best scenarios. Finally, this session will outline how to establish an effective testing...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 eventLeadership in Software Quality: Insights and Strategies from Industry ExpertsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
1:30pm to 2:30pmAre you navigating the challenges of leadership in the ever-evolving software quality industry? Join this dynamic panel discussion featuring seasoned leaders who will share their expertise, experiences, and actionable advice. This session is designed for professionals at all levels, from aspiring leaders to seasoned managers, seeking to enhance their leadership capabilities. The panelists bring diverse perspectives on fostering innovation, maintaining quality in fast-paced environments, building high-performing teams, and leading through change. Attendees will gain practical insights into...PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventTry and Come for My Job: When Vibe Coding Makes Sense - and How to Use (and Test!) ItUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
3:00pm to 4:00pmOk, real talk? Vibe coding is exiting! You can absolutely use it in your shop, and still call yourself a "real dev," or a "real tester." But you can't ALWAYS use it. No, you should not deploy directly to prod. No, you shouldn't use AI-generated code without code review by, you know, a human who knows what they're doing. Yes, you have to be careful. But you don't have to ward off vibe coding entirely, like fighting a vampire with garlic. You DO need to learn when to let 'er ride, and when to take the keyboard back. In this talk, Jeremiah will unpack the rise of vibe coding: that wild west...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
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 43/100 and verified 44/100, 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 network design. 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, Network Design, and Personalization.
How This Agenda Could Improve +
- Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.
- Replace generic networking blocks with designed introductions, ask-offer exchanges, peer groups, or bridge-building rituals.
- Create role-based paths, prepared questions, tailored breakouts, or participant-specific next steps.
Fastest next move: Add named owners, dated next steps, and a visible continuation path before treating the event as outcome-ready.
Role-Specific Reading +
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.
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.