Pragmatic Thinking is the application of practical, experience-based problem-solving in complex environments, enabling teams to navigate challenges effectively. This approach prioritises actionable insights over theoretical constructs, fostering a mindset that values real-world applicability. By focusing on what works in practice, teams can adapt their strategies to deliver value predictably and sustainably.
This concept is crucial in environments characterised by uncertainty and rapid change, as it encourages a culture of experimentation and learning. Teams employing Pragmatic Thinking are better equipped to identify and implement solutions that resonate with their specific context, rather than relying solely on prescribed methodologies. This adaptability not only enhances responsiveness to customer needs but also promotes resilience in the face of evolving market dynamics.
Pragmatic Thinking supports long-term systemic improvements by embedding a continuous learning ethos within the organisation. It empowers teams to reflect on their experiences, iterate on their processes, and refine their approaches, ultimately leading to enhanced performance and value delivery. By integrating this mindset into daily practices, organisations can cultivate a robust framework for sustained innovation and effective problem-solving, ensuring they remain competitive and relevant in their respective fields.
The strongest work on Pragmatic Thinking — ranked by substance, not recency. How this is ranked
Engineering as a Leadership System: Moving Beyond Frameworks
Delivery outcomes are shaped less by frameworks and practices than by the operating model leaders have designed. How an organisation's …
Why Most Companies Operating Models Fail in Dynamic Markets
A concise comparison of Predictive and Adaptive Operating Models, explaining why traditional structures fail in dynamic markets and how …
Engineering as a Leadership System
Session recording from The Future of Work in Scotland. Why the frameworks your teams adopt cannot overcome the operating model your …
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 …
Don’t Manage Dependencies, Remove Them
Explains why dependencies are a sign of poor system design and outlines steps to eliminate them by aligning teams, clarifying ownership, and …
The Estimation Trap: How Tracking Accuracy Undermines Trust, Flow, and Value in Software Delivery
Tracking estimation accuracy in software delivery leads to mistrust, fear, and distorted behaviours. Focus on customer value, flow, and …
How to Build for Business Resilience and Continuity
Learn key strategies for building business resilience and continuity, including observability, system decoupling, routine deployments, team …
Rethinking Capacity Planning
Explores how effective capacity planning shifts focus from individual hours to system-level flow, using Lean and Agile principles to improve …
How Lack of Agency is Killing Your DevOps Initiatives
Explores how lacking developer control over production, telemetry, and deployments undermines DevOps, leading to fragile automation and …
Engineering as a Leadership System: Moving Beyond Frameworks
Delivery outcomes are shaped less by frameworks and practices than by the operating model leaders have designed. How an organisation's …
Why Most Companies Operating Models Fail in Dynamic Markets
A concise comparison of Predictive and Adaptive Operating Models, explaining why traditional structures fail in dynamic markets and how …
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 …
Who Owns the Code?
AI-generated code and copyright. Why "who typed it" is the wrong test, where the real legal uncertainty sits for agentic development, and …
How My Father's Business Reverted to the Mean
My father died eight years ago today. In 1980 a leadership team's golf retreat left him holding a ten-year lease on a Glasgow shopfront, so …
Don’t Manage Dependencies, Remove Them
Explains why dependencies are a sign of poor system design and outlines steps to eliminate them by aligning teams, clarifying ownership, and …
The Estimation Trap: How Tracking Accuracy Undermines Trust, Flow, and Value in Software Delivery
Tracking estimation accuracy in software delivery leads to mistrust, fear, and distorted behaviours. Focus on customer value, flow, and …
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 …
Estimating Better in an Overloaded System Is a Poor Man’s Strategy
High work in progress (WIP) causes delays and unpredictability; improving estimates won’t help. Limiting WIP and focusing on flow is key to …
Engineering as a Leadership System
Session recording from The Future of Work in Scotland. Why the frameworks your teams adopt cannot overcome the operating model your …
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 …
Engineering Excellence Isn’t Perfection: How Continuous Improvement and Fast Feedback Drive Real Agile and DevOps Success
Engineering excellence isn’t perfection, it’s continuous improvement, clean code, and fast feedback. Unlock true agility with modern Agile …
Why Big Bang Rewrites Fail: How Sustainable Change and Engineering Excellence Transform Legacy Systems
Ditch the Big Bang rewrite. Discover why sustainable, in-place change drives true engineering excellence and lasting transformation in your …
Stop Testing Quality In: How Shifting Left Builds Better Software, Faster
Stop testing quality in, start building it in. Learn how shifting left, automation, and fast feedback loops drive engineering excellence in …
Why Your Definition of Done Is the Secret Weapon Your Team Needs to Win
Unlock your team's true potential, discover why a powerful definition of done drives real business impact, customer value, and lasting …
Legacy Systems Aren’t the Enemy, Friction Is: How to Unblock Innovation and Accelerate Agile Delivery
Is legacy tech slowing your team? Discover how removing friction unlocks agility, innovation, and faster delivery in your organisation.
Stop Chasing Tech Hype: How Evidence-Based Decisions Empower Real Leadership
Stop chasing tech trends. Learn how evidence, visibility, and clarity empower tech leaders to make confident, strategic decisions, beyond …
How to Evolve Your Definition of Done: Start Small, Grow Smarter, and Build Lasting Momentum
Unlock a smarter Definition of Done, start small, evolve standards, and build team momentum without overwhelm. Discover how progress drives …
Building a Resilient Token Server: Engineering for Flow, Fault Tolerance, and Speed
Explains how to engineer a robust, fault-tolerant token counting server using FastAPI and PowerShell, covering error handling, retries, …
How I Used Generative AI to Transform Site Tagging and Categories
Explains how generative AI and PowerShell scripts automate and improve blog post tagging and categorisation in Hugo, with human oversight …
Convert Legacy Projects and ASP.NET MVC Apps to SDK-Style with Confidence
Learn how to upgrade legacy .NET and ASP.NET MVC projects to SDK-style for easier builds, modern tooling, and future readiness, including …
Evidence-Based Portfolio Management
Explains how evidence-based portfolio management helps organisations extend agile practices beyond teams, enabling greater responsiveness …
OKR Guide - A Social Discipline for Shared Focus, Measurable Contribution, and Strategic Learning
Comprehensive guide to using OKRs for shared focus, measurable outcomes, and strategic learning, including roles, events, best practices, …
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 …
487 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 …
Who Owns the Code?
AI-generated code and copyright. Why "who typed it" is the wrong test, where the real legal uncertainty sits for agentic development, and …
How My Father's Business Reverted to the Mean
My father died eight years ago today. In 1980 a leadership team's golf retreat left him holding a ten-year lease on a Glasgow shopfront, so …
Engineering as a Leadership System
Session recording from The Future of Work in Scotland. Why the frameworks your teams adopt cannot overcome the operating model your …
Engineering as a Leadership System: Moving Beyond Frameworks
Delivery outcomes are shaped less by frameworks and practices than by the operating model leaders have designed. How an organisation's …
Why Most Companies Operating Models Fail in Dynamic Markets
A concise comparison of Predictive and Adaptive Operating Models, explaining why traditional structures fail in dynamic markets and how …
Engineering Excellence: The Quiet Discipline Behind Great Teams
A weekly one-hour mentorship for engineering teams to improve code quality, delivery predictability, and team culture through practical, …
Don’t Manage Dependencies, Remove Them
Explains why dependencies are a sign of poor system design and outlines steps to eliminate them by aligning teams, clarifying ownership, and …
The Estimation Trap: How Tracking Accuracy Undermines Trust, Flow, and Value in Software Delivery
Tracking estimation accuracy in software delivery leads to mistrust, fear, and distorted behaviours. Focus on customer value, flow, and …
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 …
Estimating Better in an Overloaded System Is a Poor Man’s Strategy
High work in progress (WIP) causes delays and unpredictability; improving estimates won’t help. Limiting WIP and focusing on flow is key to …
Why Big Bang Rewrites Fail: How Sustainable Change and Engineering Excellence Transform Legacy Systems
Ditch the Big Bang rewrite. Discover why sustainable, in-place change drives true engineering excellence and lasting transformation in your …
Are We Still Pretending Coding Was the Bottleneck?
AI exposes that coding was never the main bottleneck in software delivery; real constraints are in system flow, team practices, and …
Getting Started with Objectives & Key Results
Learn how to successfully implement OKRs by aligning clear strategy, fostering transparency, empowering teams, focusing on outcomes, and …
Stop Testing Quality In: How Shifting Left Builds Better Software, Faster
Stop testing quality in, start building it in. Learn how shifting left, automation, and fast feedback loops drive engineering excellence in …
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 …
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 …
Rethinking Capacity Planning
Explores how effective capacity planning shifts focus from individual hours to system-level flow, using Lean and Agile principles to improve …
Engineering Excellence Isn’t Perfection: How Continuous Improvement and Fast Feedback Drive Real Agile and DevOps Success
Engineering excellence isn’t perfection, it’s continuous improvement, clean code, and fast feedback. Unlock true agility with modern Agile …
Break organisational silos and stop tolerating bad branching models
Explains how technical leaders can break down organisational silos and enforce better branching, team structures, and architecture to …
Why Your Definition of Done Is the Secret Weapon Your Team Needs to Win
Unlock your team's true potential, discover why a powerful definition of done drives real business impact, customer value, and lasting …
Legacy Systems Aren’t the Enemy, Friction Is: How to Unblock Innovation and Accelerate Agile Delivery
Is legacy tech slowing your team? Discover how removing friction unlocks agility, innovation, and faster delivery in your organisation.
Stop Chasing Tech Hype: How Evidence-Based Decisions Empower Real Leadership
Stop chasing tech trends. Learn how evidence, visibility, and clarity empower tech leaders to make confident, strategic decisions, beyond …
Human and AI Agency in Adaptive Systems: Strategy Before Optimisation
Explores the distinct roles of human and AI agency in adaptive systems, emphasising human-led strategy and accountability versus AI-driven …
OKR Guide - A Social Discipline for Shared Focus, Measurable Contribution, and Strategic Learning
Comprehensive guide to using OKRs for shared focus, measurable outcomes, and strategic learning, including roles, events, best practices, …
How to Evolve Your Definition of Done: Start Small, Grow Smarter, and Build Lasting Momentum
Unlock a smarter Definition of Done, start small, evolve standards, and build team momentum without overwhelm. Discover how progress drives …
Stop Writing Business Logic in Stored Procedures
Explains why business logic should not be written in stored procedures, highlighting testability, maintainability, scalability, and …
Engineering Culture That Thrives: How to Build Teams Ready for Change, Not Just the Next Fire Drill
Is your engineering culture built to thrive on change? Discover how to create resilient, adaptive teams that stay ahead in a fast-moving …
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 …
How Lack of Agency is Killing Your DevOps Initiatives
Explores how lacking developer control over production, telemetry, and deployments undermines DevOps, leading to fragile automation and …
CTO Leadership Isn’t About Knowing Everything, It’s About Knowing What Matters Most
CTOs: Stop chasing every trend. Learn to filter noise, focus on what matters, and lead with clarity for real impact in your tech …
Why Resilience Demands More Than Survival
True organisational resilience means improving technical health, like testing, automation, and architecture, beyond just surviving incidents …
The FBI Sentinel project was textbook waterfall
The FBI Sentinel project failed with a waterfall approach, wasting years and budget, but succeeded rapidly after switching to Agile and …
Stop Flying Blind: Why Telemetry Belongs in Your Definition of Done
Stop flying blind after release, learn why telemetry is vital to your Definition of Done and how real feedback drives better software, …
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 …
Maximising Value from Applying Professional Scrum Training
Learn how Professional Scrum training empowers teams to identify organisational blockers, create actionable change backlogs, and drive real …
US Department of Defence and the History of Waterfall Delivery
Explores the US Department of Defence’s shift from traditional waterfall delivery to lean-agile methods, highlighting new procurement rules …
Too many organisations hide behind excuses:"
Many organisations use excuses to avoid Agile, but even large, regulated bodies can adopt iterative delivery to reduce risk and deliver …
Stop Chasing the Hottest Tech Stack: Why Context-Driven Choices Win Every Time
Stop chasing hype. Discover why context-driven tech choices, not the latest stack, lead to real, sustainable value for your team 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 …
Design Sprints in Scrum: Common Questions and Practical Insights
Answers common questions about integrating design and UX work into Scrum Sprints, clarifying why dedicated Design Sprints aren’t needed and …
Beyond Training: How NKD Agility’s Mentorship Model Transformed a Product Management Team Across Borders
A cross-border product team overcame misalignment and role confusion through immersive mentorship, boosting collaboration, engineering …
Engineering Excellence in Action: How NKD Agility Helped SLB Streamline Build and Release Across 90 Teams and 13 Countries
NKD Agility helped SLB unify build and release processes across 90 teams in 13 countries, boosting team ownership, efficiency, and …
From Fragmentation to Flow: How NKD Agility Helped SLB Consolidate Systems and Standardize Engineering Practice Across 800+ Teams
NKD Agility helped SLB unify 800+ engineering teams by consolidating DevOps systems, standardizing processes, and improving visibility, …
You can’t deliver change through memos
Change succeeds when everyone understands and engages with it. Broad Scrum training empowers all roles to identify blockers and drive real, …
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 …
How to Stop Chasing Tech Hype and Start Making Smarter, Evidence-Based Decisions
Tired of chasing tech hype? Discover how disciplined, evidence-based decisions drive real agility and lasting competitive advantage for your …
Evolving Engineering Practices to Improve Sprint Workflow in Scrum
Learn how evolving engineering practices like Feature Flags, TDD, and refactoring enable smoother Sprint workflows and reduce technical debt …