Event owner lens
Use this record to benchmark whether a comparable event makes the work after the room visible. The score is 40/100, 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 42 visible agenda rows from conferences.techwell.com and scores 40/100: 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 Participation Architecture. Visible mechanisms include Participant work, Feedback, Network design, and Learning transfer. The public record does not show follow-up or tracking, so the score should be read as... A practical reading: For a reader, this is a comparison record more than a model to copy: it reads as a broadcast-heavy conference, with the strongest visible signal in learning transfer and problem specificity and the biggest open question around follow through and participation architecture. The practical test is whether the published agenda connects the room to post-event continuation and evidence. This page is an original public-evidence analysis, not a copy of the source agenda or an endorsement of the event. The score places the visible agenda in the 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, Participation Architecture, and Personalization. Visible mechanisms include Participant work, Feedback, Network design, and Learning transfer. The extracted agenda preview includes 75 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?56
Problem Specificity - 56/100. A clear costly problem, objective, decision, or performance target.
Personalization?31
Personalization - 31/100. 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?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?55
Future-of-Work Fit - 55/100. Value against time, hybrid reality, accessibility, AI, and meeting load.
Fix the gaps
Field-tested exercises matched to this agenda's weakest pillars, from the exercise library.
Follow Through (5/100)
Exercises that strengthen it: Mental Toughness Workshop • WorkshopBank · 15% Solutions • WorkshopBank · Network Patches
Participation Architecture (30/100)
Exercises that strengthen it: Make A World · Awestruck 3 Minutes · Spectrum Mapping
Personalization (31/100)
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 75 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 12:00pmOne of the agile manifesto principles is “Build projects around motivated individuals. Give them the environment and support they need, and trust them to get the job done.” Tricia Broderick wishes this principle was written to say, motivated teams. Because...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 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 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 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 eventOops AI Did It Again: How to Get AI and Agents to Stop Being Weird and Actually Be Useful in Your BusinessPresentationKnowledge 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 9:45amWe're starting to see AI and agents everywhere. Let's admit it, though - at times they can be unruly. Not good! Why does this happen? Where can AI go wrong? How do we wrestle these tools into line? Maybe get them to wear a tie at times, if that's not asking...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 eventSQL Server Indexing Strategies Using Query Store for Improved Performance in Retrieving DataPresentationKnowledge 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 the realm of database management, optimizing query performance is crucial, especially for SQL Server environments dealing with large datasets. The challenge lies in identifying and implementing effective indexing strategies that can significantly enhance...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 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
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
1:30pm to 2:30pmUncertainty and change are inevitable in our complex world, but how we each respond to it can vary from ignoring it to denying it or even trying to stop it. In this talk, Jitesh will examine why we react to uncertainty so poorly by sharing some case studies...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 eventFacilitating Team DecisionsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
8:30am to 12:00pmOne of the agile manifesto principles is “Build projects around motivated individuals. Give them the environment and support they need, and trust them to get the job done.” Tricia Broderick wishes this principle was written to say, motivated teams. Because leaders giving the environment and support for individuals to make team decisions is anything but trivial. Achieving effective decisions goes beyond bringing people together for consensus. This approach may lead to groupthink or repeating decision meetings. Instead, leaders facilitate collaboration by building and tapping into the co-...UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
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 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 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 eventOops AI Did It Again: How to Get AI and Agents to Stop Being Weird and Actually Be Useful in Your BusinessUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
8:30am to 9:45amWe're starting to see AI and agents everywhere. Let's admit it, though - at times they can be unruly. Not good! Why does this happen? Where can AI go wrong? How do we wrestle these tools into line? Maybe get them to wear a tie at times, if that's not asking too much? Dona will tackle common pitfalls you might run into with AI and agents. She'll show you how to address the quirks that make AI seem unpredictable. You'll learn how to set clear expectations for AI performance, and design systems that work for YOUR business. She'll show you a framework to harness AI and agents effectively. And...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 eventSQL Server Indexing Strategies Using Query Store for Improved Performance in Retrieving DataUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
11:30am to 12:30pmIn the realm of database management, optimizing query performance is crucial, especially for SQL Server environments dealing with large datasets. The challenge lies in identifying and implementing effective indexing strategies that can significantly enhance data retrieval performance. During her talk, Navya will address the common issues of slow query performance and inefficient indexing, often exacerbated by the complexity of modern data systems and the dynamic nature of query patterns. To tackle this problem, she leveraged SQL Server's Query Store feature, which provides a powerful tool...PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
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 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 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 eventUncertainty of ChangeUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
1:30pm to 2:30pmUncertainty and change are inevitable in our complex world, but how we each respond to it can vary from ignoring it to denying it or even trying to stop it. In this talk, Jitesh will examine why we react to uncertainty so poorly by sharing some case studies and then, through the psychology of uncertainty, help explain our responses. He will then discuss how software development is inherently uncertain and how some team's testing approaches can worsen this uncertainty. He will explain how we can reframe testing to reduce uncertainty and help engineering teams work more effectively in...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 40/100 and verified 41/100, then capped for agenda is mostly passive without visible outcome mechanics.
Reader Takeaway. For a reader, this is a comparison record more than a model to copy: it reads as a broadcast-heavy conference, with the strongest visible signal in learning transfer and problem specificity and the biggest open question around follow through and participation architecture. The practical test is whether the published agenda connects the room to post-event continuation and evidence.
Strongest signals: Learning Transfer, Problem Specificity, and Future-of-Work Fit. Weakest signals: Follow Through, Participation Architecture, and Personalization.
How This Agenda Could Improve +
- Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.
- Turn passive airtime into participant work: practice, sensemaking, decisions, critique, or artifact creation.
- 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
- 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.