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
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 …
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 …
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 …
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 …
Getting Started with Objectives & Key Results
Learn how to successfully implement OKRs by aligning clear strategy, fostering transparency, empowering teams, focusing on outcomes, and …
Martin Hinshelwood in EST: Book Expert Support for Engineering Excellence
Martin is in EST for 6 months and available for hands-on consulting in North America. This month’s spotlight: How tracking estimation …
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 …
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 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.
The Myth of Knowing Everything Upfront in Software Development
Software development thrives on continuous discovery and adaptation; upfront planning can’t predict everything. Embrace uncertainty, deliver …
Why Copying Scaled Agile Frameworks Fails in Your Business
Copying scaled agile frameworks fails because each business needs a tailored, evidence-based approach to agility that fits its unique …
Policing for the 21st Century: How NKD Agility Enabled Organisational Change in the Ghana Police Service
NKD Agility helped the Ghana Police Service drive organisational change using Scrum, enabling continuous improvement, transparency, and …
Stop treating the end of the Sprint like a finish line
The end of a Sprint is a checkpoint for review and adaptation, not a deadline. Focus on flow, learning, and continuous improvement over …
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, …
Scrum isn’t limited to building features
Scrum can drive organisational change, not just product features, by using backlogs, teams, and feedback to enable real, evidence-based …
David thought he already knew Scrum
Discover why experienced Scrum practitioners often misunderstand core principles, and how revisiting Scrum fundamentals restores clarity, …
How to Build for Business Resilience and Continuity
Learn key strategies for building business resilience and continuity, including observability, system decoupling, routine deployments, team …
Scrum doesn’t stop you from optimising flow
Explains how Scrum supports continuous flow and agility by prioritising Sprint Goals, Done increments, CI/CD practices, and outcomes over …
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 …
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 …
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 …
Microsoft shift from 2-year cycles to 3-week Sprints caused team anxiety
Microsoft’s switch to 3-week Sprints increased team anxiety due to greater transparency, exposing inefficiencies but enabling faster, more …
Scrum is not a process it is a social technology designed to expose dysfunction
Explains how Scrum reveals team dysfunctions by clarifying roles and accountability, highlighting its purpose to expose issues that hinder …
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 …
Every delay increases the risk of failure
Delaying software releases increases failure risk. Frequent, small releases improve success rates, adaptability, and recovery, as shown 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, …
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 …
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 …
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 …
Nexus Guide
Explains the Nexus framework for scaling Scrum with multiple teams, detailing roles, events, and artefacts to coordinate product delivery …
Sprint Review Recipe
Step-by-step guide for running a Sprint Review, including presenting the increment, gathering feedback, updating the backlog, forecasting, …
Sprint Review #1
Guides a 160-minute Sprint Review workshop using Liberating Structures to inspect product progress, gather feedback, and plan next steps for …
Kanban Guide for Scrum Teams
Explains how Scrum Teams can use Kanban practices to optimise workflow, track flow metrics, and enhance transparency, efficiency, 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 …
Are Your Teams Empowered to Change Requirements Based on User Feedback? If Not, You’re Probably Not Very Agile
Empowering teams to adapt requirements based on user feedback is key to true agility. Learn why backlog updates and team engagement drive …
The Fallacy of Equating Agility with Speed: What Agile Really Means
Explains why Agile is not about speed but about prioritising valuable work, adapting to feedback, and avoiding wasted effort to deliver …
The Importance of Delivering Working Software Every Iteration
Explains why delivering working software to users every iteration is vital in Agile, highlighting feedback, value, and practical steps for …
Pragmatism crushes Dogma in the wild
Explores how practical use of Scrum fosters adaptability and resilience in teams, highlighting the value of flexibility over rigid rules in …
Illuminate Your Workflow: Harnessing Candan Strategies for Continuous Improvement and Transparency
Learn how Candan strategies use flow metrics and transparency to reveal workflow issues, drive continuous improvement, and support …
Immersive Learning in Scrum: Why Theory and Experience Must Go Hand in Hand
Explores how combining theory and hands-on experience in Scrum training leads to deeper understanding, critical thinking, and continuous …
The Power of Peer Feedback in Immersive Learning
Explores how peer feedback in immersive Scrum and Agile training enhances learning, fosters real-world application, and supports continuous …
The Power of Immersive Learning in Agile Training
Explores how immersive, hands-on learning in Agile training fosters real-world application, continuous improvement, and lasting …
Why Immersive Learning Keeps Scrum Students Excited and Engaged
Explores how immersive, hands-on learning keeps Scrum students engaged and excited, supporting continuous improvement, real-world …
The Power of Metrics: Why PAL-EBM is Essential for Your Organization
Learn how evidence-based metrics drive organisational success, avoid negative behaviours, and enable transparent, data-driven decisions for …
Unlocking Agile’s Core: Questioning to Create Value
Explores how questioning, continuous improvement, and team empowerment drive Agile success, helping organisations adapt quickly, spot …
The Importance of Evidence-Based Management in Agile Environments
Explains how evidence-based management helps Agile teams use data and key metrics to measure progress, make informed decisions, and drive …
Rethinking Sprint Planning: Why Burndown Charts Are Agile Banditry and What to Do Instead
Explains why burndown charts hinder agile teams, highlighting the pitfalls of detailed upfront planning and advocating for minimal, adaptive …
The Ghosts of Agile Past: Why Burndown Charts Might Be Holding You Back
Explores why burndown charts can limit Agile teams, highlighting the drawbacks of fixed planning and advocating for adaptability, empirical …
Introduction to Agility’s Ghosts: Shedding Dogma and Embracing Pragmatism
Explores the dangers of dogmatism in Agile, highlighting the need for flexibility, pragmatism, and people-focused adaptation over rigid …