Event owner lens
Use this record to benchmark whether a comparable event makes the work after the room visible. The score is 38/100, 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 53 visible agenda rows from conferences.techwell.com and scores 38/100: a thin but inspectable design signal. The clearest public signals sit in Learning Transfer and Problem Specificity; the main limits are Follow Through and Personalization. Visible mechanisms include Participant work, Network design, and Learning transfer. The public record does not show follow-up or tracking, so the score should be read as design intent rather than durable... 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 personalization. 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, Personalization, and Participation Architecture. Visible mechanisms include Participant work, Network design, and Learning transfer. The extracted agenda preview includes 95 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?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?52
Problem Specificity - 52/100. A clear costly problem, objective, decision, or performance target.
Personalization?25
Personalization - 25/100. 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.
Learning Transfer?63
Learning Transfer - 63/100. 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?51
Future-of-Work Fit - 51/100. 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
Personalization (25/100)
Exercises that strengthen it: Journey Mapping • WorkshopBank · Group Energiser & Perspective-Changing Exercise - Paradigm... · Photo Storytelling
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
15 percent of the 95 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
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 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 eventSmarter Test Design with Classification Trees and Pairwise TechniquesPresentationKnowledge 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 many teams, the total number of possible combinations of inputs, outputs, browsers, and devices for the software we need to test has grown to an alarming number. As testers, we need to choose the most important tests first, but how do we do that without...TrainingSkill building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisExplicit action or follow-through languageRead from source
all eventTesting on the Right: Lessons in Monitoring and ObservabilityPresentationKnowledge 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 4:30pmObservability has exploded onto the software engineering zeitgeist over the last five years, and for a good reason. However, it suffers from being misunderstood and sometimes equated with a closely related subject - monitoring. This confusion is compounded 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 eventFormulating Tests that Just Make Sense with GherkinPresentationKnowledge 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 4:30pmHave you ever been assigned a test case whose steps just didn’t make sense? Perhaps you’ve even been so guilty as to write such a test! Writing clear, concise functional tests can be challenging, but it’s not impossible if we maintain a behavior-driven...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 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
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 eventAI/ML SDET: A Title Change or a New Role?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 12:30pmArtificial Intelligence/Machine Learning Software Development Engineer in Test. What a title! But what does that person even do? Are they using AI/ML to test software? Are they testing AI or ML? This isn’t just a title change for a software tester, this is...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 Superpowers: Unleashing Your Inner BatmanPresentationKnowledge 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 12:30pmIn this talk, Dan Reiley will touch on a common issue in software testing: scripted tests often miss hidden problems, especially when dealing with fast-changing software. Following rigid checklists limits the ability to uncover deeper bugs. To address this,...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 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 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 eventDon’t Just Shift Left - Shimmy: Infusing Quality into the Entire SDLCPresentationKnowledge 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 fast-paced software development environments, "shift left" has become a widely adopted practice, encouraging teams to focus on quality earlier in the development lifecycle. While this is a crucial step, it’s not enough to ensure that quality is...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 eventTesting Product Resiliency with Chaos EngineeringPresentationKnowledge 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 2:30pmDive into the exhilarating world of Chaos Engineering, where chaos is not a threat, but a catalyst for resilience and innovation of product and security practices. This talk explores the transformative power of Chaos Engineering in navigating 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 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 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 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 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 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 eventSmarter Test Design with Classification Trees and Pairwise TechniquesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
1:00pm to 4:30pmIn many teams, the total number of possible combinations of inputs, outputs, browsers, and devices for the software we need to test has grown to an alarming number. As testers, we need to choose the most important tests first, but how do we do that without understanding the potential scope in the first place? In this tutorial, Julie Gardiner will share two powerful testing techniques that can help us be more efficient and effective with our testing. Classification trees are a structured, visual approach to identifying test objects and documenting test ideas and data in a way that allows...TrainingSkill Building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisMediumRead from source
all eventTesting on the Right: Lessons in Monitoring and ObservabilityUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
1:00pm to 4:30pmObservability has exploded onto the software engineering zeitgeist over the last five years, and for a good reason. However, it suffers from being misunderstood and sometimes equated with a closely related subject - monitoring. This confusion is compounded by the fact that some of the existing tools and frameworks just adopted a lot of the observability terminology in just the letter of the word, not the intent. Not having a solid grasp on the basics of observability is becoming unacceptable in the world of effective software quality engineering. Kaushal Dalvi shares his experiences in the...UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventFormulating Tests that Just Make Sense with GherkinUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
1:00pm to 4:30pmHave you ever been assigned a test case whose steps just didn’t make sense? Perhaps you’ve even been so guilty as to write such a test! Writing clear, concise functional tests can be challenging, but it’s not impossible if we maintain a behavior-driven mindset. In this tutorial, we will learn how to break down complicated behaviors into runnable, repeatable test cases using the Gherkin language. We will frame tests using classic “Given-When-Then” scenarios that follow the Arrange-Act-Assert pattern. Through group exercises, we will hone our linguistic prowess to write expressive scenarios...TrainingSkill Building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
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 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 eventAI/ML SDET: A Title Change or a New Role?UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
11:30am to 12:30pmArtificial Intelligence/Machine Learning Software Development Engineer in Test. What a title! But what does that person even do? Are they using AI/ML to test software? Are they testing AI or ML? This isn’t just a title change for a software tester, this is really a mind shift and tool change. What if you don’t even have a UI in which to test your product? What if you don’t ship a UI or even a product? The world of software is changing with advancements in AI/ML and it is time to make sure we level up our testing abilities to match the revolution. Join Kevin as he walks you through his...UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventExploratory Testing Superpowers: Unleashing Your Inner BatmanUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
11:30am to 12:30pmIn this talk, Dan Reiley will touch on a common issue in software testing: scripted tests often miss hidden problems, especially when dealing with fast-changing software. Following rigid checklists limits the ability to uncover deeper bugs. To address this, QA teams the world over turn to exploratory testing, which involves learning, designing, and executing tests at the same time. Drawing from his experience at Sirius XM and with the SiriusXM app, Dan applied three important skills: observation, deduction, and documentation & adaptability. Through careful observation, he discovered...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 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 eventDon’t Just Shift Left - Shimmy: Infusing Quality into the Entire SDLCUnknownUnknown+
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 fast-paced software development environments, "shift left" has become a widely adopted practice, encouraging teams to focus on quality earlier in the development lifecycle. While this is a crucial step, it’s not enough to ensure that quality is truly embedded throughout every phase of the Software Development Life Cycle (SDLC). In this session, Amanda will go beyond simply shifting left - exploring how teams can "shimmy," moving fluidly and consistently to infuse quality into every step of the process, from ideation to deployment and beyond. Attendees will learn practical...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
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 eventTesting Product Resiliency with Chaos EngineeringUnknownUnknown+
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
1:30pm to 2:30pmDive into the exhilarating world of Chaos Engineering, where chaos is not a threat, but a catalyst for resilience and innovation of product and security practices. This talk explores the transformative power of Chaos Engineering in navigating the unpredictable landscapes of software testing for product resiliency, which also directly impacts operational security. Organizations are often stuck on the “build it quickly and move on” mindset, leaving opportunities for competitors and security threats to set up their home base. Learn how leading organizations harness controlled chaos to...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 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 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 38/100 and verified 38/100, 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 personalization. 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, Personalization, and Participation Architecture.
How This Agenda Could Improve +
- Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.
- Create role-based paths, prepared questions, tailored breakouts, or participant-specific next steps.
- Turn passive airtime into participant work: practice, sensemaking, decisions, critique, or artifact creation.
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, 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
- 34: Agenda is mostly passive without visible outcome mechanics.
Review flags
- 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.