Empirical Process Control is a foundational concept that emphasises decision-making based on observation and experimentation rather than assumptions. It is integral to Agile, Lean, and DevOps methodologies, enabling teams to adapt their processes and outputs through continuous inspection and transparency. By relying on real data and feedback, organisations can identify what works and what doesn’t, fostering a culture of learning and improvement.
This approach allows teams to deliver value predictably and sustainably, as they can adjust their strategies based on actual performance rather than theoretical models. It encourages a mindset of experimentation, where hypotheses are tested in practice, leading to informed decisions that enhance product quality and customer satisfaction.
Empirical Process Control is not merely a tactical tool; it is a long-term, systemic enabler of organisational agility. It cultivates an environment where teams can respond swiftly to changing conditions, ensuring that they remain aligned with customer needs and market dynamics. This adaptability is crucial in today’s fast-paced development landscape, where the ability to pivot based on evidence can significantly impact success. By embedding empirical practices into their workflows, organisations can achieve a more resilient and responsive operational model that prioritises value delivery and continuous improvement.
The strongest work on Empirical Process Control — ranked by substance, not recency. How this is ranked
Telling People What to Do Is Not Leadership. It’s a Failure of System Design
Explores why real leadership means designing systems that enable team autonomy, flow, and accountability, rather than relying on …
AI Agents Lie About Being Done
My agent reported every task complete when half the tests were missing. Call that a lie if you like. The engineering problem is that the …
How to Build for Business Resilience and Continuity
Learn key strategies for building business resilience and continuity, including observability, system decoupling, routine deployments, team …
Release planning and predictable delivery
Explores how agile teams can achieve predictable software delivery through quality focus, effective release planning, and continuous …
From Legacy Pain to Modern DevOps: My Proven Roadmap for Real Engineering Transformation
Transform legacy engineering with a proven, step-by-step approach, learn how to automate, adapt, and build a resilient, modern DevOps …
The Scrum Master is accountable for Delivery
Explains how the Scrum Master is accountable for enabling effective product delivery, fostering team success, and ensuring each sprint …
Flow of Value vs Flow of Work – Misnomer or Useful Shorthand?
Compares “flow of value” and “flow of work” in Kanban, explaining why only validated outcomes count as value and stressing the need for …
Without Delivery, There Is No Value
Value in software is only realised through delivery. Frequent releases validate assumptions, reduce risk, and enable rapid feedback, …
Metrics that matter with evidence-based management
Explains how evidence-based management uses reliable metrics and KPIs at team and organisational levels to drive better decisions, value …
Telling People What to Do Is Not Leadership. It’s a Failure of System Design
Explores why real leadership means designing systems that enable team autonomy, flow, and accountability, rather than relying on …
AI Agents Lie About Being Done
My agent reported every task complete when half the tests were missing. Call that a lie if you like. The engineering problem is that the …
How to Build for Business Resilience and Continuity
Learn key strategies for building business resilience and continuity, including observability, system decoupling, routine deployments, team …
Flow of Value vs Flow of Work – Misnomer or Useful Shorthand?
Compares “flow of value” and “flow of work” in Kanban, explaining why only validated outcomes count as value and stressing the need for …
Getting Started with Objectives & Key Results
Learn how to successfully implement OKRs by aligning clear strategy, fostering transparency, empowering teams, focusing on outcomes, and …
The Missing Lever in Agile Transformations
Most agile transformations fail by neglecting agency, empowering people and systems to adapt, making true agility possible through autonomy, …
Fragile by Design: The Cost of Pretending to Be Resilient
Explores how poor engineering, shallow product thinking, and organisational denial lead to fragile systems, stressing that true resilience …
Testing in Production Maximises Quality and Value
Explains how audience-based deployment and testing in production enable faster feedback, safer rollouts, and higher software quality by …
Without Delivery, There Is No Value
Value in software is only realised through delivery. Frequent releases validate assumptions, reduce risk, and enable rapid feedback, …
From Legacy Pain to Modern DevOps: My Proven Roadmap for Real Engineering Transformation
Transform legacy engineering with a proven, step-by-step approach, learn how to automate, adapt, and build a resilient, modern DevOps …
Why “Done” Only Counts When It’s Live: Moving Beyond Fake Finishes to Real Value in Software Delivery
Discover why “done” means live in production, not just code complete. Learn to deliver real value, close feedback loops, and drive outcomes …
Maximising Product Value: The Power of Hypothesis-Driven Engineering
Explores how hypothesis-driven engineering helps teams maximise product value by testing ideas, measuring outcomes, and learning from …
Stop Guessing: How to Make Work Visible and Drive Real Improvement with Azure DevOps Flow Metrics
Stop guessing, start making data-driven decisions in Azure DevOps. Discover tools, tips, and insights to make your work visible and your …
Why Your Definition of Done Is the Secret Weapon for Real Business Impact and Agile Growth
Transform your definition of done into a strategic advantage, deliver real value, reduce risk, and drive business impact with every sprint.
Stop Paying the Hidden Costs of Weak Delivery: Why a Strong Definition of Done Transforms Your Team’s Results
Stop paying the hidden costs of weak delivery. Discover how a strong, shared definition of done builds trust, quality, and real agility in …
Unlocking Success: How Small Experiments Transformed Feature Delivery from 25 to 150 in Software Development
Explores how breaking features into small experiments boosts software delivery, enabling teams to deliver more features, reduce risk, and …
Unlocking Continuous Improvement: How Metrics and Visualisation Drive Workflow Success
Explores how using metrics and visual tools enhances workflow transparency, helps identify improvement areas, and supports a culture of …
Mastering Your Kanban Board: A Practical Guide to Visualising and Optimising Your Workflow
Learn how to design, review, and adapt Kanban boards to accurately visualise workflows, identify bottlenecks, and support continuous …
Kanban Guide for Scrum Teams
Explains how Scrum Teams can use Kanban practices to optimise workflow, track flow metrics, and enhance transparency, efficiency, and …
The Scrum Guide (February 2010)
A clear summary of Scrum’s framework, roles, events, artefacts, and values, explaining how teams use Scrum to deliver value and adapt to …
AI Adoption Guide - Engineer Your System of Work That AI Reveals
NKD Agility's problem-first guide to AI adoption, built on the Kendall Framework and written from engineering - start with a validated …
Nexus Guide
Explains the Nexus framework for scaling Scrum with multiple teams, detailing roles, events, and artefacts to coordinate product delivery …
The Evidence-Based Management Guide 2020: Improving Value Delivery under Conditions of Uncertainty
Evidence-Based Management (EBM) guides organisations to improve value delivery under uncertainty by using empirical goals, measurement, and …
95 resources, newest first
The Importance of Patience and Trust in Building Agile Organizations
Explores how patience and trust foster effective Agile teams, support learning from failure, prevent blame culture, and enable innovation …
Understanding the True Role of a Scrum Master
Explains the true responsibilities of a Scrum Master, how to maximise team effectiveness, teach Scrum principles, and address organisational …
Unlocking the Power of Double-Loop Learning: Transform Your Scrum Master Journey with Immersive Training
Explore how immersive, double-loop learning in Professional Scrum Master training helps Scrum Masters apply theory, reflect, and collaborate …
Mastering Complexity in Scrum: Transform Your Team with Agile Product Strategy Insights
Learn how understanding complexity, empiricism, and key Scrum principles like transparency, inspection, and adaptation can boost Agile team …
Breaking Free from the Plagues of Agility: How to Cultivate Flexibility and Innovation in Your Team
Explores how rigid adherence to Agile tools and processes can hinder flexibility, and offers strategies to foster team innovation, …
Scrum is like communism, it doesn't work. Myth 1
Explains why Scrum events are not pointless meetings but structured opportunities for inspection, adaptation, and progress, clarifying …
7 harbingers of the Agile apocalypse - Judgement
Explores how rigid, judgmental Agile practices stifle creativity and innovation, and advocates for principle-driven, adaptable approaches to …
Transforming Agile: How to Shift from Blame to Systemic Solutions for Better Team Dynamics
Explores how shifting from blame to addressing systemic issues and measurement systems can improve team dynamics, collaboration, and agility …
Scrum doesn't solve problems, it reveals them. How, and why is that valuable?
Explains how Scrum exposes hidden organisational problems through transparency and feedback, enabling teams to identify issues, improve …
What should you do if your Sprint Review delivers harsh, scathing feedback?
Learn how Agile teams can handle harsh Sprint Review feedback by analysing root causes, engaging stakeholders, and deciding whether to halt, …
What is empiricism and why is it so critical to great Agile?
Explains how empiricism, continuous observation, inspection, and adaptation, drives Agile success by enabling teams to respond effectively …
Unlocking the Power of Kanban: Transform Your Workflow with Data-Driven Insights
Learn how Kanban uses data-driven insights and probabilistic forecasting to optimise workflows, improve delivery, and enhance transparency …
Harnessing the Power of Empiricism: Transform Your Decision-Making with Data-Driven Insights
Learn how using empirical, data-driven methods can improve decision-making, foster continuous improvement, and build trust through …
Unlocking Agility: How EPS Immersive Learning Transforms Your Team's Performance
Discover how EPS immersive learning boosts team agility with structured feedback, coaching, and tailored sessions, driving continuous …
Storms of Neglect The Perils of Not Delivering Usable Products in Agile Iterations
Failing to deliver a usable product each agile iteration leads to lost trust, technical debt, poor adaptability, misaligned expectations, …
How Usable Working Products Are Your Ultimate Weapon Against Risks
Delivering usable, working products frequently is key to reducing risk in Agile. Focus on feedback, automation, and lean practices over …
What Does the Assessment Phase of a Consulting Engagement Look and Feel Like?
Explains the assessment phase in consulting, highlighting continuous learning, agile adaptation, and the value of hands-on engagement over …
Best Scrum advice you ever received?
Emphasises the importance of flexibility and pragmatism in Scrum, encouraging teams to adapt frameworks to their context rather than rigidly …
Beyond the Rituals: Embracing the Core Principles of Scrum for True Agile Success
Explores how focusing on Scrum’s core principles, empiricism, transparency, and value delivery, leads to true agile success, beyond just …
April 2023 NKDAgility: Applying Professional Scrum
Learn how to effectively apply Professional Scrum, overcome common implementation challenges, and improve team performance with practical …
Why is Scrum so easy to understand but incredibly hard to master?
Explores why Scrum is challenging to master, highlighting cultural barriers, the importance of transparency, and the gap between …
If you could teach just one thing about Scrum, what would it be?
The most important aspect of Scrum is empiricism, using transparency, inspection, and adaptation to navigate complexity and drive effective …
In high competition markets, how does scrum product development help acquire and retain customers?
Explains how Scrum supports customer acquisition and retention in competitive markets by enabling rapid delivery, feedback, and continuous …
Why are recessions a great time for organizations to evaluate the opportunity of agile?
Explains why recessions are ideal for organisations to adopt agile, highlighting adaptability, rapid learning, and customer-focused growth …
What is the hardest part of working with a brand-new scrum team?
The biggest challenge with new scrum teams is overcoming misconceptions about scrum and shifting focus from process mechanics to core agile …
Why is Satya Nadella a better example of agile leadership than Steve Jobs?
Compares Satya Nadella’s and Steve Jobs’s leadership, highlighting Nadella’s agile approach that fosters innovation, decentralised …
What will you learn on the professional scrum master course?
Gain practical skills and deep understanding of the scrum master role, scrum theory, empiricism, team dynamics, and delivering value in …
Embrace the Chaos: Transforming Scrum Learning Through Experience and Minecraft
Discover how hands-on Scrum training using Minecraft helps learners experience project chaos, apply agile principles, and gain practical …
Unlocking Agile Success: How Empirical Models Transform Project Outcomes
Explains how empirical Agile models improve project outcomes by increasing visibility, enabling change, reducing risk, and delivering value …
Story Points & Velocity are a sign of an unsuccessful team
Explains why relying on story points and velocity signals team immaturity in Scrum, and highlights better ways to build confidence and …
Product Goal is an Intermediate Strategic Goal
Explains how product goals serve as intermediate strategic goals, guiding agile organisations through uncertainty using experimentation, …
Professional Scrum teams build software that works
Professional Scrum Teams prioritise software quality, accountability, and continuous improvement, ensuring each release is reliable, …
Release planning and predictable delivery
Explores how agile teams can achieve predictable software delivery through quality focus, effective release planning, and continuous …
Embracing Change: Why Agile Evolution is the Key to Thriving in a Rapidly Shifting World
Explores why continuous organisational evolution, not fixed transformations, is essential for adapting to rapid change, fostering agility, …
Beyond the Agile Illusion: Embracing True Agility in a World of Taylorism
Explores the difference between true agility and superficial agile practices, highlighting the impact of Taylorism and offering steps to …
What my father taught me about Evidence-based Management (34 years before it was invented!)
Explores how evidence-based management uses data-driven practices to improve organisational agility, value delivery, and decision-making in …
I do continuous deliver, why should I Sprint?
Explains why Sprints are valuable even with continuous delivery, highlighting benefits for planning, feedback, communication, and …
Evolution not Transformation: This is the Inevitability of change
Change in organisations is a continuous, evolutionary process driven by experimentation and adaptation, not a one-time transformation or …
The fallacy of the rejected backlog item
Explains why rejecting individual backlog items at Sprint Review is a misconception, highlighting Scrum’s focus on learning, collaboration, …
Unmasking Agile: How to Spot Genuine Practices Amidst the Myths
Learn how to identify authentic agile practices, spot common myths, and understand cultural barriers that hinder true agility in modern …
The Evidence-Based Management Guide 2020: Improving Value Delivery under Conditions of Uncertainty
Evidence-Based Management (EBM) guides organisations to improve value delivery under uncertainty by using empirical goals, measurement, and …
Can the Definition of Done change per Sprint?
The Definition of Done can evolve to improve quality but should not be weakened or vary per backlog item. Consistency ensures transparency …
Introducing Kanban for Professional Scrum Teams
Learn how Kanban practices can be integrated into Professional Scrum teams to improve workflow, transparency, and delivery using the new …
Metrics that matter with evidence-based management
Explains how evidence-based management uses reliable metrics and KPIs at team and organisational levels to drive better decisions, value …
The Scrum Guide (February 2010)
A clear summary of Scrum’s framework, roles, events, artefacts, and values, explaining how teams use Scrum to deliver value and adapt to …