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		<title>Product Validation on Engineering Leadership in AI &amp; Software</title>
		<link>https://engineering-leadership.hinshelwood.com/tags/product-validation/</link>
		<description>Recent content in Product Validation on Engineering Leadership in AI &amp; Software</description>
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			<item>
				<title>Flow of Value vs Flow of Work – Misnomer or Useful Shorthand?</title>
				<link>https://engineering-leadership.hinshelwood.com/articles/flow-of-value-vs-flow-of-work/</link>
				<pubDate>Mon, 15 Sep 2025 09:00:00 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/articles/flow-of-value-vs-flow-of-work/</guid>
				<description>The phrase “flow of value” is often misused in software development, as value is only confirmed when customers validate it, not just when work is completed. Teams should focus on validating outcomes quickly, breaking work into small, testable increments, and using data to cut features that do not deliver real value. To truly optimise value, ensure every item has a clear hypothesis, measure time to feedback, and prioritise learning over simply moving work through the system.</description>
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			<item>
				<title>Rethinking Dev-Test-Staging-Production Pipelines for Safety</title>
				<link>https://engineering-leadership.hinshelwood.com/signals/rethinking-dev-test-staging-production-pipelines-for-safety/</link>
				<pubDate>Fri, 21 Feb 2025 16:30:30 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/signals/rethinking-dev-test-staging-production-pipelines-for-safety/</guid>
				<description>Traditional Dev-Test-Staging-Production pipelines give a false sense of security because staging environments do not truly reflect production, leading to missed issues and wasted resources. Modern teams should focus on releasing to small user groups in production and using real feedback to guide rollouts. Consider shifting from heavy pre-release testing to faster, data-driven feedback in production to improve safety and efficiency.</description>
			</item>
			<item>
				<title>Rethinking Continuous Delivery: Why Best Practices Don&#39;t Exist in Complex Environments</title>
				<link>https://engineering-leadership.hinshelwood.com/videos/rethinking-continuous-delivery-why-best-practices-don&#39;t-exist-in-complex-environments/</link>
				<pubDate>Thu, 23 Jan 2025 06:30:03 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/videos/rethinking-continuous-delivery-why-best-practices-don&#39;t-exist-in-complex-environments/</guid>
				<description>There are no universal best practices for continuous delivery in complex environments; instead, teams should adopt flexible, situation-specific approaches. Key strategies include audience-based delivery for rapid feedback, testing in production to validate real-world performance, and a commitment to quickly finding and fixing issues. Development managers should focus on continuous improvement and adaptability rather than rigid processes.</description>
			</item>
			<item>
				<title>Building the wrong thing is worse than fixing a bug</title>
				<link>https://engineering-leadership.hinshelwood.com/signals/building-the-wrong-thing-is-worse-than-fixing-a-bug/</link>
				<pubDate>Mon, 14 Apr 2025 15:30:31 +0100</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/signals/building-the-wrong-thing-is-worse-than-fixing-a-bug/</guid>
				<description>Most features built by software teams do not deliver value, with 65 percent considered waste. Shortening feedback loops through frequent reviews and real user input helps teams focus on what matters and avoid building the wrong things. Act now to get faster, actionable feedback and prevent wasted time and resources.</description>
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			<item>
				<title>Maximising Product Value: The Power of Hypothesis-Driven Engineering</title>
				<link>https://engineering-leadership.hinshelwood.com/videos/maximising-product-value-the-power-of-hypothesis-driven-engineering/</link>
				<pubDate>Wed, 11 Dec 2024 06:30:00 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/videos/maximising-product-value-the-power-of-hypothesis-driven-engineering/</guid>
				<description>Focusing on hypothesis-driven engineering helps teams maximise product value by testing ideas with small experiments, measuring outcomes, and quickly adapting based on real customer feedback. The Azure DevOps team’s experience showed that even costly initiatives can provide critical learning, allowing resources to be redirected before larger losses occur. Development managers should encourage rapid experimentation and validation at all levels to ensure investments deliver real value and support agility.</description>
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			<item>
				<title>Conquering Sloth in Agile: 6 Signs Your Team Might Be Stalling</title>
				<link>https://engineering-leadership.hinshelwood.com/videos/conquering-sloth-in-agile-6-signs-your-team-might-be-stalling/</link>
				<pubDate>Fri, 20 Oct 2023 16:01:48 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/videos/conquering-sloth-in-agile-6-signs-your-team-might-be-stalling/</guid>
				<description>Many teams claim to be Agile but stall due to issues like not delivering working software each Sprint, lacking clear goals, ignoring user feedback, slow deployments, rigid requirements, and resistance to process change. These signs indicate a lack of true agility and hinder progress. Development managers should honestly assess their teams for these problems and take action to empower teams, streamline feedback and deployment, and adapt processes as needed.</description>
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			<item>
				<title>The Importance of Delivering Working Software Every Iteration</title>
				<link>https://engineering-leadership.hinshelwood.com/videos/the-importance-of-delivering-working-software-every-iteration/</link>
				<pubDate>Wed, 26 Jun 2024 06:45:00 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/videos/the-importance-of-delivering-working-software-every-iteration/</guid>
				<description>Delivering working software to real users every iteration is essential for true agility because it enables rapid feedback, validates assumptions early, and maximizes value for stakeholders. Key practices include starting with a minimal viable product, prioritizing user stories for value, involving stakeholders regularly, automating testing and deployment, and fostering continuous improvement. To ensure your team is truly Agile, focus on releasing usable software each iteration and use real user feedback to guide development and avoid wasted effort.</description>
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			<item>
				<title>The Importance of Validation in Product Development: A Strategic Approach</title>
				<link>https://engineering-leadership.hinshelwood.com/videos/the-importance-of-validation-in-product-development-a-strategic-approach/</link>
				<pubDate>Mon, 02 Sep 2024 15:30:15 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/videos/the-importance-of-validation-in-product-development-a-strategic-approach/</guid>
				<description>Prioritizing features to close sales can fragment your product and lead to long-term costs that outweigh short-term gains. Shifting to a hypothesis-driven approach, where you define, track, and validate the value of new features using data, helps ensure you invest in what truly benefits users and the business. Equip product managers with the right telemetry and authority to make evidence-based decisions, and avoid building features that do not deliver measurable value.</description>
			</item>
			<item>
				<title>Unlocking Continuous Delivery: How Feature Flags Transform Software Development</title>
				<link>https://engineering-leadership.hinshelwood.com/videos/unlocking-continuous-delivery-how-feature-flags-transform-software-development/</link>
				<pubDate>Thu, 16 Jan 2025 06:45:00 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/videos/unlocking-continuous-delivery-how-feature-flags-transform-software-development/</guid>
				<description>Feature flags enable teams to release new features incrementally, gather user feedback early, and quickly respond to issues, supporting safer and more frequent deployments. Real-world examples like Azure DevOps show that this approach allows for controlled rollouts, continuous monitoring, and ongoing improvements based on user input. Development managers should consider adopting feature flags to improve delivery speed, reduce risk, and ensure features better meet user needs.</description>
			</item>
			<item>
				<title>How to Discover Unrealized Value in Your Product</title>
				<link>https://engineering-leadership.hinshelwood.com/videos/how-to-discover-unrealized-value-in-your-product/</link>
				<pubDate>Wed, 24 Jan 2024 11:00:29 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/videos/how-to-discover-unrealized-value-in-your-product/</guid>
				<description>Evidence-Based Management helps you find hidden opportunities to improve your product by using metrics like customer satisfaction, market share, and innovation to identify gaps between current performance and potential value. By adding these insights to your product backlog and prioritizing improvements, you can boost user satisfaction, reduce churn, and stay competitive. Regularly review feedback and involve stakeholders to ensure continuous improvement and maximize your product’s value.</description>
			</item>
			<item>
				<title>There is no place like production</title>
				<link>https://engineering-leadership.hinshelwood.com/articles/there-is-no-place-like-production/</link>
				<pubDate>Mon, 28 Dec 2020 14:12:00 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/articles/there-is-no-place-like-production/</guid>
				<description>To deliver real value and reduce risk, teams must release features to production quickly so real users can provide feedback, since assumptions and testing environments cannot replace actual usage. Key measures like customer satisfaction, product usage, and employee satisfaction help validate value, and releasing early also offers financial benefits through capital expenditure write-downs. Prioritize getting small increments into production to maximize learning, value, and organizational savings.</description>
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			<item>
				<title>Turning User Feedback into Actionable Work: A Guide to Maximizing Product Value</title>
				<link>https://engineering-leadership.hinshelwood.com/videos/turning-user-feedback-into-actionable-work-a-guide-to-maximizing-product-value/</link>
				<pubDate>Wed, 10 Jul 2024 06:45:01 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/videos/turning-user-feedback-into-actionable-work-a-guide-to-maximizing-product-value/</guid>
				<description>Turning user feedback into actionable work quickly is essential for delivering real product value and staying truly agile. Teams that engage users regularly, prioritize feedback effectively, and integrate it into each Sprint see higher satisfaction and better business results. Review feedback weekly, involve stakeholders, and empower your team to act fast so your product evolves in line with user needs.</description>
			</item>
			<item>
				<title>Transform Your Product Development: Unleash the Power of Experimentation and Collaboration</title>
				<link>https://engineering-leadership.hinshelwood.com/videos/transform-your-product-development-unleash-the-power-of-experimentation-and-collaboration/</link>
				<pubDate>Sun, 11 Aug 2024 22:00:33 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/videos/transform-your-product-development-unleash-the-power-of-experimentation-and-collaboration/</guid>
				<description>This course teaches development managers how to boost user value and ROI by using experimentation, agile practices, and better collaboration with stakeholders. Key outcomes include reducing waste, speeding up time-to-market, and unlocking creative solutions by focusing on real problems. Consider applying these methods to streamline your process, make data-driven decisions, and deliver higher-impact products.</description>
			</item>
			<item>
				<title>Vision, Value, and Validation: The Keys to Successful Product Management</title>
				<link>https://engineering-leadership.hinshelwood.com/videos/vision-value-and-validation-the-keys-to-successful-product-management/</link>
				<pubDate>Thu, 14 Dec 2023 06:45:02 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/videos/vision-value-and-validation-the-keys-to-successful-product-management/</guid>
				<description>When moving from project management to product management, it is essential for Product Owners to fill the gap left by traditional planning tools by focusing on vision, value, and validation. Clearly define and communicate the product vision, ensure all work aligns with delivering real value, and continuously validate progress through feedback and measurement. Prioritize these pillars to keep teams aligned and maximize product impact; consider seeking support if challenges arise.</description>
			</item>
			<item>
				<title>Unlocking Product Value: Why Real User Feedback is Your Best Asset</title>
				<link>https://engineering-leadership.hinshelwood.com/videos/unlocking-product-value-why-real-user-feedback-is-your-best-asset/</link>
				<pubDate>Fri, 07 Feb 2025 07:52:12 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/videos/unlocking-product-value-why-real-user-feedback-is-your-best-asset/</guid>
				<description>Product value is only proven when real users interact with your product, so early and ongoing user feedback is essential to validate assumptions and guide development. Engaging users early, testing with prototypes or MVPs, and iterating based on feedback help ensure your product meets real needs and delivers genuine value. Prioritise getting your product in front of users quickly to maximise impact and avoid wasted effort.</description>
			</item>
			<item>
				<title>Unpacking Assumptions: How to Elevate Your Product Development Beyond the Feature Factory</title>
				<link>https://engineering-leadership.hinshelwood.com/videos/unpacking-assumptions-how-to-elevate-your-product-development-beyond-the-feature-factory/</link>
				<pubDate>Tue, 13 Aug 2024 07:14:40 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/videos/unpacking-assumptions-how-to-elevate-your-product-development-beyond-the-feature-factory/</guid>
				<description>Many teams focus on delivering features quickly but often overlook the assumptions behind what users truly need, leading to wasted effort and misaligned products. The PPD V course helps product teams identify and challenge these assumptions through structured discovery, experimentation, and validation, fostering better collaboration and evidence-based decisions. Consider investing in approaches that prioritise learning and user value over simply shipping features.</description>
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			<item>
				<title>Mastering Product Development: From Assumptions to Hypotheses</title>
				<link>https://engineering-leadership.hinshelwood.com/videos/mastering-product-development-from-assumptions-to-hypotheses/</link>
				<pubDate>Sat, 10 Aug 2024 07:00:32 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/videos/mastering-product-development-from-assumptions-to-hypotheses/</guid>
				<description>This course teaches development managers how to identify, prioritize, and validate assumptions in product development by turning them into testable hypotheses, focusing on data-driven decision-making rather than gut feelings. Key insights include learning to distinguish critical assumptions from trivial ones, balancing the cost and confidence of experiments, and using experiment results to guide strategy. The main takeaway is to adopt a mindset that values learning and evidence, leading to more effective and efficient product development.</description>
			</item>
			<item>
				<title>Customer Feedback Loops</title>
				<link>https://engineering-leadership.hinshelwood.com/tags/customer-feedback-loops/</link>
				<pubDate>Tue, 11 Feb 2025 10:17:24 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/tags/customer-feedback-loops/</guid>
				<description>Customer feedback loops are critical processes that enable the integration of user insights into product development, ensuring that offerings are closely aligned with actual user needs and preferences. Originating from agile methodologies, these loops involve the systematic collection and analysis of customer feedback, fostering a culture of responsiveness and adaptability within teams. Their importance lies in the ability to drive predictable and sustainable value delivery, allowing teams to make informed decisions based on real user experiences rather than assumptions. This reduces the risk of misalignment between product features and market demands, supporting a long-term vision where learning from customer interactions is central to the development cycle. Additionally, customer feedback loops enhance the understanding of user behaviour, informing strategic planning and prioritisation. By embedding these mechanisms into the organisational structure, teams promote continuous learning and improvement, leading to increased customer satisfaction and loyalty. This proactive approach not only mitigates potential failures but also positions organisations to capitalise on new opportunities, ensuring competitiveness in a rapidly changing market environment.</description>
			</item>
			<item>
				<title>Hypothesis Driven Development</title>
				<link>https://engineering-leadership.hinshelwood.com/tags/hypothesis-driven-development/</link>
				<pubDate>Tue, 11 Feb 2025 10:17:24 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/tags/hypothesis-driven-development/</guid>
				<description>Hypothesis Driven Development is a structured methodology that utilises experimentation and validated learning to guide product decisions. Originating from the need to make informed choices based on user needs and behaviours, this approach enables teams to formulate hypotheses and design experiments that test these assumptions in real-world contexts. Its importance lies in enhancing predictability and sustainability in delivering value, as it allows organisations to gather actionable data and insights that inform product development, thereby reducing reliance on intuition. By continuously testing and iterating on ideas, teams can swiftly adapt to evolving market conditions and user feedback, minimising the risk of developing products that fail to meet customer expectations. This methodology fosters a culture of learning and experimentation, encouraging teams to embrace uncertainty and view setbacks as opportunities for growth. In contrast to traditional development methods that often depend on extensive upfront planning, Hypothesis Driven Development promotes an agile mindset where learning and adaptation are central to the process. This long-term, systemic approach not only leads to improved product outcomes but also empowers teams to innovate and effectively tackle emerging challenges, ultimately contributing to organisational success through a more profound understanding of customer value and market dynamics.</description>
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				<title>Lean Startup</title>
				<link>https://engineering-leadership.hinshelwood.com/tags/lean-startup/</link>
				<pubDate>Tue, 11 Feb 2025 10:17:24 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/tags/lean-startup/</guid>
				<description>Lean Startup is a methodology that integrates Lean principles into the development of new business ideas, prioritising rapid experimentation and validated learning. Originating from the need to minimise risk and investment in product development, it advocates for the creation of a minimum viable product (MVP) to test assumptions about customer needs and market viability. This approach allows teams to collect real-time feedback, facilitating informed decisions to pivot or persevere based on empirical evidence rather than mere speculation. By cultivating a culture of experimentation, Lean Startup enables organisations to innovate continuously and adapt quickly to shifting market dynamics. It promotes cross-functional collaboration, ensuring that insights from diverse stakeholders shape product development. While it shares similarities with Agile methodologies, Lean Startup uniquely emphasises the validation of business models and market fit, thereby supporting long-term sustainability. This systemic approach embeds learning within the organisation, fostering resilience and adaptability in a constantly changing environment. Ultimately, Lean Startup enhances the likelihood of delivering products that meet genuine customer demands, optimising resource allocation and aligning organisational goals with customer needs.</description>
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			<item>
				<title>Minimum Viable Product</title>
				<link>https://engineering-leadership.hinshelwood.com/tags/minimum-viable-product/</link>
				<pubDate>Tue, 11 Feb 2025 10:17:24 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/tags/minimum-viable-product/</guid>
				<description>Minimum Viable Product (MVP) is a fundamental concept in product development that emphasises the creation of a product version with just enough features to meet the needs of early adopters and facilitate feedback for subsequent iterations. Originating from lean startup methodologies, the MVP approach enables teams to quickly test hypotheses and validate market assumptions, thereby minimising the risk associated with investing substantial resources in untested ideas. This strategy not only accelerates product launches but also fosters a culture of experimentation and learning, which is essential for organisations seeking sustainable innovation. By promoting cross-functional collaboration, teams can collectively determine the essential features of the product, enhancing its relevance and aligning team members around common objectives. The MVP framework is not solely focused on speed; it establishes a basis for continuous improvement and value delivery, allowing organisations to remain responsive to evolving market conditions and customer preferences. Ultimately, this approach supports long-term success and resilience in a competitive environment by ensuring that products are developed in a manner that maximises value over time.</description>
			</item>
			<item>
				<title>Product Discovery</title>
				<link>https://engineering-leadership.hinshelwood.com/tags/product-discovery/</link>
				<pubDate>Tue, 11 Feb 2025 10:17:24 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/tags/product-discovery/</guid>
				<description>Product Discovery is a vital process in product development that focuses on identifying customer needs and defining valuable product features that align with those needs. Originating from the necessity to ensure that teams deliver solutions that resonate with users, this phase allows organisations to validate assumptions, explore market opportunities, and refine their product vision. The importance of Product Discovery lies in its ability to enable teams to deliver value predictably and sustainably. By employing techniques such as user interviews, prototyping, and iterative testing, teams can gather insights that inform decision-making and mitigate the risk of developing products that fail to meet market demands. This process fosters a culture of experimentation and learning, empowering organisations to adapt swiftly to evolving customer preferences and technological changes. Unlike Agile Planning or Product Management, which concentrate on execution and delivery, Product Discovery is exploratory and systemic, emphasising the understanding of the underlying reasons for product features. This long-term approach not only enhances customer satisfaction but also drives innovation and competitive advantage, making Product Discovery an essential practice for organisations dedicated to creating meaningful products that endure over time.</description>
			</item>
			<item>
				<title>Product Validation</title>
				<link>https://engineering-leadership.hinshelwood.com/tags/product-validation/</link>
				<pubDate>Tue, 11 Feb 2025 10:17:24 +0000</pubDate>
				<guid>https://engineering-leadership.hinshelwood.com/tags/product-validation/</guid>
				<description>Product validation is the process of testing product ideas with actual users to confirm that they meet market demands and provide real customer value. This practice is essential for organisations seeking to develop products that connect with their target audience, as it reduces the risk of investing in features or solutions that do not meet user expectations. By involving users early and frequently, teams can collect feedback that informs design and functionality, facilitating iterative enhancements that improve product-market fit. The importance of product validation lies in its capacity to enable teams to deliver value in a predictable and sustainable manner, fostering a culture of experimentation and learning where assumptions are validated through real-world data rather than theoretical models. This not only speeds up the development process but also increases the likelihood of product success in a competitive environment. Additionally, product validation is a long-term, systemic practice that aligns well with agile methodologies, lean principles, and DevOps practices. It promotes cross-functional collaboration and empowers teams to make informed decisions based on user insights, ultimately driving continuous improvement and innovation. By prioritising validation, organisations can establish a strong feedback loop that enhances their adaptability and resilience in a constantly changing market.</description>
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