AI Assisted Coding: Transactional AI Development - Commit, Validate, and Rollback With Sergey Sergyenko

AI Assisted Coding: Transactional AI Development - Commit, Validate, and Rollback With Sergey Sergyenko

AI Assisted Coding: Treating AI Like a Junior Engineer - Onboarding Practices for AI Collaboration

In this special episode, Sergey Sergyenko, CEO of Cybergizer, shares his practical framework for AI-assisted development built on transactional models, Git workflows, and architectural conventions. He explains why treating AI like a junior engineer, keeping commits atomic, and maintaining rollback strategies creates production-ready code rather than just prototypes.

Vibecoding: An Automation Design Instrument

"I would define Vibecoding as an automation design instrument. It's not a tool that can deliver end-to-end solution, but it's like a perfect set of helping hands for a person who knows what they need to do."

Sergey positions vibecoding clearly: it's not magic, it's an automation design tool. The person using it must know what they need to accomplish—AI provides the helping hands to execute that vision faster. This framing sets expectations appropriately: AI speeds up development significantly, but it's not a silver bullet that works without guidance. The more you practice vibecoding, the better you understand its boundaries. Sergey's definition places vibecoding in the evolution of development tools: from scaffolding to co-pilots to agentic coding to vibecoding. Each step increases automation, but the human architect remains essential for providing direction, context, and validation.

Pair Programming with the Machine

"If you treat AI as a junior engineer, it's very easy to adopt it. Ah, okay, maybe we just use the old traditions, how we onboard juniors to the team, and let AI follow this step."

One of Sergey's most practical insights is treating AI like a junior engineer joining your team. This mental model immediately clarifies roles and expectations. You wouldn't let a junior architect your system or write all your tests—so why let AI? Instead, apply existing onboarding practices: pair programming, code reviews, test-driven development, architectural guidance. This approach leverages Extreme Programming practices that have worked for decades. The junior engineer analogy helps teams understand that AI needs mentorship, clear requirements, and frequent validation. Just as you'd provide a junior with frameworks and conventions to follow, you constrain AI with established architectural patterns and framework conventions like Ruby on Rails.

The Transactional Model: Atomic Commits and Rollback

"When you're working with AI, the more atomic commits it delivers, more easy for you to kind of guide and navigate it through the process of development."

Sergey's transactional approach transforms how developers work with AI. Instead of iterating endlessly when something goes wrong, commit frequently with atomic changes, then rollback and restart if validation fails. Each commit should be small, independent, and complete—like a feature flag you can toggle. The commit message includes the prompt sequence used to generate the code and rollback instructions.

This approach makes the Git repository the context manager, not just the AI's memory. When you need to guide AI, you can reference specific commits and their context. This mirrors trunk-based development practices where teams commit directly to master with small, verified changes. The cost of rollback stays minimal because changes are atomic, making this strategy far more efficient than trying to fix broken implementations through iteration.

Context Management: The Weak Point and the Solution

"Managing context and keeping context is one of the weak points of today's coding agents, therefore we need to be very mindful in how we manage that context for the agent."

Context management challenges current AI coding tools—they forget, lose thread, or misinterpret requirements over long sessions. Sergey's solution is embedding context within the commit history itself. Each commit links back to the specific reasoning behind that code: why it was accepted, what iterations it took, and how to undo it if needed. This creates a persistent context trail that survives beyond individual AI sessions. When starting new features, developers can reference previous commits and their context to guide the AI. The transactional model doesn't just provide rollback capability—it creates institutional memory that makes AI progressively more effective as the codebase grows.

TDD 2.0: Humans Write Tests, AI Writes Code

"I would never allow AI to write the test. I would do it by myself. Still, it can write the code."

Sergey is adamant about roles: humans write tests, AI writes implementation code. This inverts traditional TDD slightly—instead of developers writing tests then code, they write tests and AI writes the code to pass them. Tests become executable requirements and prompts. This provides essential guardrails: AI can iterate on implementation until tests pass, but it can't redefine what "passing" means. The tests represent domain knowledge, business requirements, and validation criteria that only humans should control. Sergey envisions multi-agent systems where one agent writes code while another validates with tests, but critically, humans author the original test suite. This TDD 2.0 framework (a talk Sergey gave at the Global Agile Summit) creates a verification mechanism that prevents the biggest anti-pattern: coding without proper validation.

The Two Cardinal Rules: Architecture and Verification

"I would never allow AI to invent architecture. Writing AI agentic coding, Vibecoding, whatever coding—without proper verification and properly setting expectations of what you want to get as a result—that's the main mistake."

Sergey identifies two non-negotiables. First, never let AI invent architecture. Use framework conventions (Rails, etc.) to constrain AI's choices. Leverage existing code generators and scaffolding. Provide explicit architectural guidelines in planning steps. Store iteration-specific instructions where AI can reference them. The framework becomes the guardrails that prevent AI from making structural decisions it's not equipped to make. Second, always verify AI output. Even if you don't want to look at code, you must validate that it meets requirements. This might be through tests, manual review, or automated checks—but skipping verification is the fundamental mistake. These two rules—human-defined architecture and mandatory verification—separate successful AI-assisted development from technical debt generation.

Prototype vs. Production: Two Different Workflows

"When you pair as an architect or a really senior engineer who can implement it by himself, but just wants to save time, you do the pair programming with AI, and the AI kind of ships a draft, and rapid prototype."

Sergey distinguishes clearly between prototype and production development. For MVPs and rapid prototypes, a senior architect pairs with AI to create drafts quickly—this is where speed matters most. For production code, teams add more iterative testing and polishing after AI generates initial implementation. The key is being explicit about which mode you're in. The biggest anti-pattern is treating prototype code as production-ready without the necessary validation and hardening steps. When building production systems, Sergey applies the full transactional model: atomic commits, comprehensive tests, architectural constraints, and rollback strategies. For prototypes, speed takes priority, but the architectural knowledge still comes from humans, not AI.

The Future: AI Literacy as Mandatory

"Being a software engineer and trying to get a new job, it's gonna be a mandatory requirement for you to understand how to use AI for coding. So it's not enough to just be a good engineer."

Sergey sees AI-assisted coding literacy becoming as fundamental as Git proficiency. Future engineering jobs will require demonstrating effective AI collaboration, not just traditional coding skills. We're reaching good performance levels with AI models—now the challenge is learning to use them efficiently. This means frameworks and standardized patterns for AI-assisted development will emerge and consolidate. Approaches like AAID, SpecKit, and others represent early attempts to create these patterns. Sergey expects architectural patterns for AI-assisted development to standardize, similar to how design patterns emerged in object-oriented programming. The human remains the bottleneck—for domain knowledge, business requirements, and architectural guidance—but the implementation mechanics shift heavily toward AI collaboration.

Resources for Practitioners

"We are reaching a good performance level of AI models, and now we need to guide it to make it impactful. It's a great tool, now we need to understand how to make it impactful."

Sergey recommends Obie Fernandez's work on "Patterns of Application Development Using AI," particularly valuable for Ruby and Rails developers but applicable broadly. He references Andrey Karpathy's original vibecoding post and emphasizes Extreme Programming practices as foundational. The tools he uses—Cursor and Claude Code—support custom planning steps and context management. But more important than tools is the mindset: we have powerful AI capabilities now, and the focus must shift to efficient usage patterns. This means experimenting with workflows, documenting what works, and sharing patterns with the community. Sergey himself shares case studies on LinkedIn and travels extensively speaking about these approaches, contributing to the collective learning happening in real-time.

About Sergey Sergyenko

Sergey is the CEO of Cybergizer, a dynamic software development agency with offices in Vilnius, Lithuania. Specializing in MVPs with zero cash requirements, Cybergizer offers top-tier CTO services and startup teams. Their tech stack includes Ruby, Rails, Elixir, and ReactJS.

Sergey was also a featured speaker at the Global Agile Summit, and you can find his talk available in your membership area. If you are not a member don't worry, you can get the 1-month trial and watch the whole conference. You can cancel at any time.

You can link with Sergey Sergyenko on LinkedIn.

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The Parade of Trades—Teaching Flow in Construction | Luca Cotta Ramusino

The Parade of Trades—Teaching Flow in Construction | Luca Cotta Ramusino

Agile in Construction: The Parade of Trades—Teaching Flow in Construction, With Luca Cotta Ramusino Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes. Luca learned the hard way that you can't just parachute consultants into construction sites and expect Lean methods to stick. His change strategy focuses on getting buy-in from crews by showing them "what's in it for them." He starts with exercises that provide insight into how Lean ideas apply to their specific jobs, like the "Parade of Trades" simulation that demonstrates how one crew moving at twice the speed still gets stuck behind slower crews ahead. This reveals that predictability of progress matters more than speed of progress. Once teams become familiar with these concepts, Luca transitions from directive teaching to facilitating meetings and conversations, moving into the background to help teams become more sustainable in their Lean practices. In this segment, Luca refers to the movie Karate Kid from 1984, and to Theory of Constraints. Self-reflection Question: How do you ensure that change initiatives show clear value to the people who must actually implement them? [The Scrum Master Toolbox Podcast Recommends] 🔥In the ruthless world of fintech, success isn't just about innovation—it's about coaching!🔥 Angela thought she was just there to coach a team. But now, she's caught in the middle of a corporate espionage drama that could make or break the future of digital banking. Can she help the team regain their mojo and outwit their rivals, or will the competition crush their ambitions? As alliances shift and the pressure builds, one thing becomes clear: this isn't just about the product—it's about the people. 🚨 Will Angela's coaching be enough? Find out in Shift: From Product to People—the gripping story of high-stakes innovation and corporate intrigue. Buy Now on Amazon [The Scrum Master Toolbox Podcast Recommends] About Luca Cotta Ramusino Luca is a passionate Lean advocate with roots in the construction industry, now guiding teams through agile transformation. He thrives on exploring uncharted territory, then helping clients navigate it with confidence. Ask him how Lean and agile methods can unlock your team's potential in today's fast-paced, ever-evolving work environment. You can link with Luca Cotta Ramusino on LinkedIn.

18 Juni 13min

The Culture Shock of Applying Agile and Lean to Construction | Luca Cotta Ramusino

The Culture Shock of Applying Agile and Lean to Construction | Luca Cotta Ramusino

Agile in Construction: The Culture Shock of Applying Agile and Lean to Construction, With Luca Cotta Ramusino Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes. Luca experienced a culture shock when first applying Lean thinking to construction, struggling to see how methods designed for cars and assembly lines could work in one-off construction projects. However, he discovered that collaboration in construction isn't about boss relationships—it's about people coming together to deliver value from the customer's perspective. The key insight: when multiple contractors compete for their share of income, the real goal becomes finding ways to complete "the work" efficiently. Competition exists, but the ultimate focus must remain on delivering what the customer truly needs, not just what individual trades want to accomplish. In this segment, we refer to the concept of an Andon Cord, and Swarming from Lean. Featured Book of the Week: The Machine That Changed the World & The Toyota Way These two books provided Luca with his "aha!" moment in understanding Lean construction. The Toyota Way, available in both English and Italian (with additional Italian company case studies), initially created a culture shock as Luca struggled to apply automotive methods to construction's one-off projects. However, these books revealed how Lean thinking could transform construction through visual management to surface problems quickly and swarming practices to fix issues faster. The books taught him that Lean principles transcend industries when properly adapted to different contexts. The Machine That Changed The World, by Womack, Jones, and Roos. Self-reflection Question: What industry practices have you dismissed too quickly without considering how they might adapt to your unique context? [The Scrum Master Toolbox Podcast Recommends] 🔥In the ruthless world of fintech, success isn't just about innovation—it's about coaching!🔥 Angela thought she was just there to coach a team. But now, she's caught in the middle of a corporate espionage drama that could make or break the future of digital banking. Can she help the team regain their mojo and outwit their rivals, or will the competition crush their ambitions? As alliances shift and the pressure builds, one thing becomes clear: this isn't just about the product—it's about the people. 🚨 Will Angela's coaching be enough? Find out in Shift: From Product to People—the gripping story of high-stakes innovation and corporate intrigue. Buy Now on Amazon [The Scrum Master Toolbox Podcast Recommends] About Luca Cotta Ramusino Luca is a passionate Lean advocate with roots in the construction industry, now guiding teams through agile transformation. He thrives on exploring uncharted territory, then helping clients navigate it with confidence. Ask him how Lean and agile methods can unlock your team's potential in today's fast-paced, ever-evolving work environment. You can link with Luca Cotta Ramusino on LinkedIn.

17 Juni 18min

Tackling the Specialist-silo Problem in Agile Construction | Luca Cotta Ramusino

Tackling the Specialist-silo Problem in Agile Construction | Luca Cotta Ramusino

Agile in Construction: Tackling the Specialist-silo Problem in Construction With Luca Cotta Ramusino Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes. Luca shares a critical insight from his 20+ years in construction: crews often obsess about the wrong problem. While everyone knows a drywall crew can hang drywall, the real challenge isn't about individual abilities—it's about having work ready to perform. Construction sites are messy, crowded environments where multiple trades work simultaneously, not in splendid isolation. Luca emphasizes that completing work depends not just on your crew's skills, but on having the area prepared and ready for your specific trade. He explains how he gains buy-in from tradespeople by showing them "what's in it for them" and helping them understand the difference between how they think they're working versus what's actually happening on site. Self-reflection Question: How often do you focus on your team's capabilities while overlooking whether the work is actually ready for them to execute? [The Scrum Master Toolbox Podcast Recommends] 🔥In the ruthless world of fintech, success isn't just about innovation—it's about coaching!🔥 Angela thought she was just there to coach a team. But now, she's caught in the middle of a corporate espionage drama that could make or break the future of digital banking. Can she help the team regain their mojo and outwit their rivals, or will the competition crush their ambitions? As alliances shift and the pressure builds, one thing becomes clear: this isn't just about the product—it's about the people. 🚨 Will Angela's coaching be enough? Find out in Shift: From Product to People—the gripping story of high-stakes innovation and corporate intrigue. Buy Now on Amazon [The Scrum Master Toolbox Podcast Recommends] About Luca Cotta Ramusino Luca is a passionate Lean advocate with roots in the construction industry, now guiding teams through agile transformation. He thrives on exploring uncharted territory, then helping clients navigate it with confidence. Ask him how Lean and agile methods can unlock your team's potential in today's fast-paced, ever-evolving work environment. You can link with Luca Cotta Ramusino on LinkedIn.

16 Juni 15min

The Ghost Product Owner vs. The Storytelling Master | Stuart Tipples

The Ghost Product Owner vs. The Storytelling Master | Stuart Tipples

Stuart Tipples: The Ghost Product Owner vs. The Storytelling Master Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes. The Great Product Owner: The Storytelling Master Stuart describes an exceptional Product Owner who worked with an API team on what could have been a dry, unsexy product. This PO excelled by maintaining clear availability through established office hours, showing up consistently for the team, and avoiding micromanagement. The standout quality was their ability to tell compelling stories that created clarity and got the team onboard with the vision. Through storytelling, this PO helped the team communicate the value of their work, transforming a potentially mundane product into something meaningful and engaging for both the team and stakeholders. The Bad Product Owner: The Ghost with the Most Stuart encountered a problematic Product Owner working with a customer-portal team dealing with edge cases, legacy systems, and messy code. This PO earned the nickname "The Ghost with the Most" because they were never available when needed. They would miss sprint planning sessions, delay or skip backlog refinement entirely, and leave team members to fill the gap while juggling their own responsibilities. Stuart learned to address this directly by outlining how the PO's behavior affected the team and delivery, asking "Can I help you?" The PO initially reacted defensively but eventually admitted they weren't happy in the role. Self-reflection Question: How effectively does your Product Owner use storytelling to create clarity and help the team understand the value of their work? [Scrum Master Toolbox Podcast Recommends] 🚀 Global Agile Summit 2025 Join us in Tallinn, Estonia, from May 18th – 20th, 2025, for an event that will inspire, challenge, and equip you with real-world Agile success stories. 🌍 Connect with global Agile leaders. 💡 Learn practical strategies for impact. 🔥 Break free from Agile fatigue and become a Pragmatic Innovator Check Full Program [Scrum Master Toolbox Podcast Recommends] About Stuart Tipples Stuart is an Agilista, a coach, Scrum Master, agile delivery. A husband, Dog Dad, and as Star Wars nerd. Positive disruptor. Passionate about helping teams and individuals build and ship awesome products to their customers. Stuart also blogs at www.yourebelscrum.com You can link with Stuart Tipples on LinkedIn.

13 Juni 17min

Happy Teams Embrace Obstacles—Building Psychological Safety Through Retrospectives | Stuart Tipples

Happy Teams Embrace Obstacles—Building Psychological Safety Through Retrospectives | Stuart Tipples

Stuart Tipples: Defining Scrum Master Success and the 4L's Retrospective Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes. Stuart redefines success for Scrum Masters, moving beyond organized JIRA boards and well-structured stories to focus on team dynamics and behavior. True success means seeing healthy conflict that leads to insight, having transparent priorities, and watching teams call out their own behavior through self-checking mechanisms. Stuart emphasizes that happy teams aren't just content - they're energized by embracing obstacles and challenges. He stresses the importance of reinforcing great behaviors when you see them, creating an environment where teams can thrive independently. Featured Retrospective Format for the Week: 4L's The 4L's retrospective format is Stuart's favorite because it strikes the perfect balance between warmth and honest feedback. The format covers four areas: Liked (appreciation), Learned (growth opportunities), Lacked (identifying gaps), and Longed for (dreaming big). This structure prevents people from freezing up while uncovering golden moments and building psychological safety. As a bonus, the format allows facilitators to bring fun elements and themes, making retrospectives more engaging while maintaining their effectiveness in driving team improvement. Self-reflection Question: Does your team demonstrate healthy conflict that leads to insight, or are disagreements avoided and issues left unresolved? [Scrum Master Toolbox Podcast Recommends] 🚀 Global Agile Summit 2025 Join us in Tallinn, Estonia, from May 18th – 20th, 2025, for an event that will inspire, challenge, and equip you with real-world Agile success stories. 🌍 Connect with global Agile leaders. 💡 Learn practical strategies for impact. 🔥 Break free from Agile fatigue and become a Pragmatic Innovator Check Full Program [Scrum Master Toolbox Podcast Recommends] About Stuart Tipples Stuart is an Agilista, a coach, Scrum Master, agile delivery. A husband, Dog Dad, and as Star Wars nerd. Positive disruptor. Passionate about helping teams and individuals build and ship awesome products to their customers. Stuart also blogs at www.yourebelscrum.com You can link with Stuart Tipples on LinkedIn.

12 Juni 14min

Leading Change Without Hierarchical Power | Stuart Tipples

Leading Change Without Hierarchical Power | Stuart Tipples

Stuart Tipples: Beyond Hierarchy—Influencing Agile Adoption Through Setting the Example and Community Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes. Stuart explores the challenging aspect of leading change as a Scrum Master without hierarchical authority. He shares his experience as a chapter lead where he built a community of practice and recruited new Scrum Masters to become change agents. The breakthrough came when he convinced director-level leaders to run their own quarterly retrospectives, creating a powerful example for teams throughout the organization. Stuart emphasizes that change spreads organically - when you change your team, it becomes contagious. His approach involved showing up daily as a change agent, understanding the difference between sponsors and change agents, and initially facilitating leadership retrospectives to demonstrate proper technique. Self-reflection Question: How can you leverage community building and lead by example to create lasting organizational change without relying on formal authority? [Scrum Master Toolbox Podcast Recommends] 🚀 Global Agile Summit 2025 Join us in Tallinn, Estonia, from May 18th – 20th, 2025, for an event that will inspire, challenge, and equip you with real-world Agile success stories. 🌍 Connect with global Agile leaders. 💡 Learn practical strategies for impact. 🔥 Break free from Agile fatigue and become a Pragmatic Innovator Check Full Program [Scrum Master Toolbox Podcast Recommends] About Stuart Tipples Stuart is an Agilista, a coach, Scrum Master, agile delivery. A husband, Dog Dad, and as Star Wars nerd. Positive disruptor. Passionate about helping teams and individuals build and ship awesome products to their customers. Stuart also blogs at www.yourebelscrum.com You can link with Stuart Tipples on LinkedIn.

11 Juni 15min

Trust-Based Leadership and Team Implosion | Stuart Tipples

Trust-Based Leadership and Team Implosion | Stuart Tipples

Stuart Tipples: Silent Teams, Explosive Outcomes—Learning to Normalize Disagreement Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes. Stuart tells the story of a team he was brought in to coach that appeared functional on the surface but was struggling beneath. Despite being behind on critical work, the team maintained a facade of happiness while abandoning retrospectives and falling into hero culture patterns. The team had developed "toxic positivity" where members stayed silent about real issues, creating an environment without psychological safety. When problems finally surfaced, the team exploded into unpleasant disagreements. Stuart's key learning: teams usually stay silent until it's too late, making it crucial to foster psychological safety by normalizing disagreement and creating space for honest dialogue. Self-reflection Question: Is your team comfortable with healthy disagreement, or are you maintaining a facade of toxic positivity that prevents real issues from being addressed? Featured Book of the Week: Trust Based Leadership by Mike Ettore Trust Based Leadership by Mike Ettore stands out because it's devoid of corporate fluff and delivers a clear message from a former marine turned executive. Stuart recommends it because it focuses on the fundamental truth that if you don't build trust, you're just managing compliance. The book emphasizes leading with consistency, clarity, and courage, and encourages leaders not to wait for permission to make positive changes. It's a practical guide that moves beyond typical corporate leadership advice to address real-world leadership challenges. [Scrum Master Toolbox Podcast Recommends] 🚀 Global Agile Summit 2025 Join us in Tallinn, Estonia, from May 18th – 20th, 2025, for an event that will inspire, challenge, and equip you with real-world Agile success stories. 🌍 Connect with global Agile leaders. 💡 Learn practical strategies for impact. 🔥 Break free from Agile fatigue and become a Pragmatic Innovator Check Full Program [Scrum Master Toolbox Podcast Recommends] About Stuart Tipples Stuart is an Agilista, a coach, Scrum Master, agile delivery. A husband, Dog Dad, and as Star Wars nerd. Positive disruptor. Passionate about helping teams and individuals build and ship awesome products to their customers. Stuart also blogs at www.yourebelscrum.com You can link with Stuart Tipples on LinkedIn.

10 Juni 17min

Breaking Free from Zombie Scrum | Stuart Tipples

Breaking Free from Zombie Scrum | Stuart Tipples

Stuart Tipples: From Zombie Scrum to Agile Thinking—Learning from a Failed Transformation Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes. Stuart shares a powerful story about joining a team that appeared to be thriving with Scrum ceremonies in place, only to discover they were performing "zombie scrum" - going through the motions without embracing agile thinking. The team functioned as a feature factory, never questioning requirements or truly collaborating. Stuart learned that agile isn't about what you do, but how you and the team think. He emphasizes that frameworks are just guardrails; the real focus must be on coaching people in agile values and principles. His key insight: know the rules before you break them, and remember that no amount of ceremony can rescue a team that lacks the agile mindset. Self-reflection Question: Are your team's agile ceremonies creating real value and fostering collaboration, or are you simply going through the motions of "performative theatre"? [Scrum Master Toolbox Podcast Recommends] 🚀 Global Agile Summit 2025 Join us in Tallinn, Estonia, from May 18th – 20th, 2025, for an event that will inspire, challenge, and equip you with real-world Agile success stories. 🌍 Connect with global Agile leaders. 💡 Learn practical strategies for impact. 🔥 Break free from Agile fatigue and become a Pragmatic Innovator Check Full Program [Scrum Master Toolbox Podcast Recommends] About Stuart Tipples Stuart is an Agilista, a coach, Scrum Master, agile delivery. A husband, Dog Dad, and as Star Wars nerd. Positive disruptor. Passionate about helping teams and individuals build and ship awesome products to their customers. Stuart also blogs at www.yourebelscrum.com You can link with Stuart Tipples on LinkedIn.

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