The Golden Thread: A Newcomer’s Guide to This Blog
If you’ve just arrived here, you might be wondering what on earth you’ve stumbled into. Fair enough. With over 1,500 posts spanning some fifteen years, this blog can feel like walking into the middle of a very long conversation. This post is for you — a map of the territory, so you can find your way to whatever matters most.
What This Blog Is Actually About
The short version: this blog explores why organisations — especially those that build software — are so much less effective than they could be, and what might actually help. Not better tools. Not better processes. Not better frameworks. Something deeper.
My name is Bob Marshall. I’ve spent fifty-plus years in the world of software and product development — twenty years as a developer, analyst, architect and troubleshooter, followed by some fifteen years helping clients improve their approaches, and more recently practising what I call Organisational Psychotherapy. That progression matters, because each phase taught me that the real problems were deeper than the previous phase had assumed.
The blog’s tagline is ‘Making Lives More Wonderful’, and that’s not decoration. It’s the throughline. Everything here — whether it’s a technical argument about flow, a philosophical piece about human needs, or a provocation about Agile — comes back to the same conviction: that collaborative knowledge work can be a source of joy and meaning, and that most organisations are organised in ways that systematically prevent this from happening.
If you read nothing else, understand this: there is a golden thread running through everything I write. That thread is the practice of surfacing hidden assumptions — whether in individuals, teams, organisations, or artificial intelligences — and creating conditions in which those assumptions can be examined.
The Foundations
Rightshifting and the Marshall Model
These are where the blog began, and they remain the bedrock. Rightshifting, which I originated around 2008, is a simple but powerful observation: most knowledge-work organisations cluster at the low end of an effectiveness spectrum. The gap between where most organisations sit and where they could sit is enormous — and largely invisible to the people inside them.
The Marshall Model provides a framework for understanding why. It maps how organisations progress through distinct collective mindsets: from ad hoc (chaotic, no coherent approach), through analytic (structured, management-driven, siloed), through synergistic (collaborative, systems-aware, people-centred), to chaordic (self-organising, adaptive, emergent). Each transition isn’t a process improvement — it’s a fundamental shift in collective beliefs about how work works, how people behave, and what matters.
The practical upshot: most organisations are stuck in the analytic mindset, running on assumptions inherited from early twentieth-century scientific management. They can’t improve beyond a certain point without changing those assumptions — and they can’t change those assumptions through analytic means. This is the central paradox that much of the blog explores.
The Antimatter Principle
First articulated in 2013, this is perhaps the single most important idea on the blog: attend to folks’ needs (Marshall, 2013).
That’s it. One principle. Not ‘meet’ folks’ needs — attend to them. The distinction matters enormously. ‘Meeting’ needs implies action, solutions, filling gaps. ‘Attending’ is about presence, recognition, witnessing what’s actually there. It’s a word drawn from the therapeutic tradition, where the power of genuine attention — without rushing to fix — is well understood (Marshall, 2025a).
The Antimatter Principle argues that when an organisation genuinely attends to the needs of all the people it affects — employees, customers, partners, communities — effectiveness follows naturally. Most organisations do it backwards: they pursue effectiveness and hope people’s needs get met as a byproduct. They rarely do.
Over the years I’ve developed a full vocabulary through the lens of the Antimatter Principle (Marshall, 2014), reframing common organisational terms like ‘success’ (meeting folks’ needs in aggregate), ‘productivity’ (the ratio of needs met to needs sacrificed), and ‘cost’ (the degree to which some folks’ needs are sacrificed to meet others’). I’ve connected it to Deming’s 95/5 insight — that 95% of variation in performance is caused by the system, not the people (Deming, 1986) — and explored how the Antimatter Principle functions as the annihilative opposite of every process-oriented approach: Agile, Kanban, CMMI, BPR, and all the rest (Marshall, 2013b).
The Antimatter Principle doesn’t replace these approaches. It renders most of them unnecessary.
Nonviolent Communication and the Art of Listening
Marshall Rosenberg’s Nonviolent Communication (Rosenberg, 2003) has profoundly influenced my thinking, and runs quietly through much of the blog. The connection between NVC and the Antimatter Principle is direct: both are grounded in the recognition that all human behaviour is an attempt to meet needs, and that attending to those needs — through deep, empathic listening rather than judgement — transforms relationships.
Several posts explore what I’ve called ‘NVC Listening’ and its application in organisational settings. The quality of listening in an organisation is, I believe, one of the most reliable indicators of its health. Most organisations are terrible at it — and the consequences are everywhere.
The Practical Ideas
FlowChain
FlowChain is my model for how to organise a knowledge-work business along flow, synergistic, and systems-thinking lines. It was the original inspiration for my Twitter handle, and represents a practical answer to the question: what would an organisation look like if it were designed around the smooth flow of value to customers, rather than around functional silos and project-based delivery?
FlowChain does away with the need for projects entirely, moves continuous improvement in-band (meaning it happens as part of the work, not as a separate initiative), and offers a means for dramatically improving concept-to-cash times. It draws on influences including the Toyota Production System (Ohno, 1988), Reinertsen’s principles of product development flow (Reinertsen, 2009), and John Seddon’s systems thinking (Seddon, 2019).
Prod•gnosis, Flow•gnosis, and Emotioneering
These represent related innovations, each addressing a different facet of the same problem.
Prod•gnosis is a diagnostic approach for understanding an organisation’s product development capability. Flow•gnosis merges Prod•gnosis and FlowChain into a holistic, organisation-wide model — bringing together customer, supplier, marketing, sales, finance, logistics, service, and technical specialists to work collaboratively, inspired by Toyota’s Obeya (‘Big Room’) concept.
Emotioneering — ‘Emotional Engineering’ — tackles the question of what products are actually for. Research consistently shows that people buy on emotional lines, not rational ones. Yet most product development is driven by rationality: features, specifications, requirements. Emotioneering proposes replacing conventional requirements engineering with a process focused on the emotional responses we wish to evoke in our customers and markets. It includes a formal notation for recording desired emotions and a means to measure the success of design efforts.
#NoSoftware
This one tends to alarm people. #NoSoftware doesn’t mean ‘never write software’. It means: software should be the last resort, not the first impulse. Before writing a line of code, ask whether the need could be met through simpler means — human systems, paper processes, existing tools, or nothing at all (Marshall, 2019b).
The inspiration comes partly from the story of Portsmouth City Council, which switched off an expensive, inflexible IT system for managing housing repairs, replaced it with manual controls, and only later reintroduced limited software support — once the actual needs of all the people involved had been properly understood. The results were dramatically better.
#NoSoftware connects to a broader challenge to the assumption that technology is inherently progressive.
#NoCV and #NoLeadership
These sit in a family of #No provocations — each challenging a default assumption so deeply embedded that most people have never thought to question it.
#NoCV challenges the assumption that CVs are a useful way to evaluate people. They’re not. They reduce complex human beings to lists of keywords and dates, optimise for conformity, and serve recruiters’ commission structures far better than they serve organisations or candidates.
#NoLeadership challenges the assumption that organisational improvement requires leadership from the top. Given that executives consistently know what needs to be done and consistently choose not to do it (Marshall, 2026a), perhaps it’s time to stop waiting for them. #NoLeadership is the recognition that real change often comes from teams who decide to take ownership themselves — setting their own quality standards, allocating their own time, and holding each other accountable as peers.
The Therapeutic Lens
Organisational Psychotherapy
This is the heart of the blog, and it’s worth being precise about what it means. Not organisational psychology — which analyses organisations from the outside. Organisational psychotherapy works with organisations therapeutically, helping them surface and work through their collective assumptions and beliefs, defensive routines, and psychological patterns that keep them stuck (Marshall, 2019a).
Most organisations operate on a set of shared beliefs that nobody has consciously chosen and almost nobody examines. Beliefs like ‘people can’t be trusted without oversight’, ‘conflict must be avoided’, ‘more hours equals more output’, or ‘the way to improve performance is to train individuals’. These beliefs don’t announce themselves. They feel like common sense. And they shape everything.
Organisational Psychotherapy is the discipline of creating conditions where an organisation’s collective psyche can be explored, understood, and — where it’s causing harm — gently shifted. The approach draws on Rogers (1951), Rosenberg (2003), Argyris (1990), Senge (2006), and others, adapted from the individual therapy room to the organisation as a whole.
I’ve written about viewing this as a craft — something requiring the patience, skill, and humility of a craftsperson. Client organisations change slowly. People, especially in organisations with limited self-awareness, take time to enrol and adapt. The practising organisational psychotherapist, like any therapist, must be comfortable with that pace.
My book Hearts over Diamonds (Marshall, 2019a) is the foundational text for this emerging field.
Memeology
No, not internet memes. Memeology is the practice of identifying and cataloguing the shared assumptions and beliefs — the ‘memes’ — that an organisation holds. Think of it as a diagnostic tool: before you can help an organisation examine its assumptions, you need to know what those assumptions are (Marshall, 2021a).
These organisational memes cluster into ‘memeplexes’ — interconnected webs of belief that reinforce each other. The analytic memeplex, for instance, binds together assumptions about specialism, hierarchy, command-and-control, and individual accountability into a self-reinforcing system that’s extraordinarily resistant to change. You can’t shift one meme without encountering the others.
Memeology provides a structured way of making these invisible beliefs visible — the essential first step towards any meaningful change.
Quintessence
If Memeology is the diagnostic, Quintessence is the vision. It maps the beliefs and practices of the world’s most effective organisations — a portrait of what becomes possible when an organisation has genuinely examined and evolved its collective assumptions (Marshall, 2021b).
The Quintessential Mindset comprises seventy-nine essential organisational memes (Marshall, 2026b) covering everything from how change happens, to what counts as success, to how relationships are cultivated, to how talent is nurtured, to how remuneration works. These aren’t a prescription to be imposed — they’re an aide memoire: a structured reminder that alternatives exist to the default assumptions most organisations never think to question.
Posts exploring organisations like W.L. Gore & Associates and Haier’s Rendanheyi model show what some of these principles look like in practice.
The Recurring Themes
The Agile Critique
I was practising what we now call Agile before the Manifesto existed — back in the early 1990s, developing an approach we called ‘Jerid’ (later ‘Javelin’) at Barclays, involving self-organisation, inspect-and-adapt, and short timeboxed iterations. The label ‘Agile’ didn’t emerge until Snowbird in 2001, some seven years after we’d started our journey.
I write about Agile not as an outsider but as someone who watched a promising set of ideas get co-opted, commodified, and stripped of everything that made them work. The critique isn’t that Agile’s values are wrong. It’s that the industry adopted the ceremonies and discarded the substance — buying certifications and holding stand-ups whilst changing nothing about the collective assumptions that made organisations dysfunctional in the first place. As I’ve put it: Agile has become widespread mainly because it promises improvements without demanding that the decision-makers change.
The Five Dragons (Marshall, 2025b) — motivation death spiral, dysfunctional relationships, collective cognitive biases, a fundamental misunderstanding of software development, and the absence of any coherent theory of organisational effectiveness — name the problems that the Agile industry steadfastly ignores. Until these are addressed, rearranging processes is rearranging deck chairs.
Systems Thinking and the Giants
The work of Deming, Ackoff, Drucker, Ohno, Seddon, and others runs through this blog like a second golden thread. Understanding organisations as systems — rather than as collections of individuals making independent choices — is essential to everything I write.
Deming’s insight that the vast majority of variation in performance is caused by the system, not the people, is foundational (Deming, 1986). So is Ackoff’s work on systemic thinking. So is Seddon’s application of systems thinking to service organisations (Seddon, 2019) — which I’ve explored in posts about how experienced software developers react when they first encounter these ideas (Marshall, 2025c), often with a kind of revelation: the problems they’ve been battling individually are actually systemic.
The dysfunction you see in organisations isn’t the result of individual failure. It’s the predictable output of systems designed (usually inadvertently) to produce exactly that dysfunction. Training individuals, motivating individuals, holding individuals accountable — none of this will change a system that’s structured to generate the very problems you’re trying to fix.
Relationships, Not Individuals
One of my most-shared thoughts: ‘People are NOT our greatest asset. In collaborative knowledge work, it’s the relationships BETWEEN people that are our greatest asset.’
This hit a nerve. Most organisations focus obsessively on individual talent — hiring, performance reviews, training, T-shaped or Cthulhu-shaped people (Marshall, 2021c; my playful extension of Kent Beck’s paint-drip people concept, acknowledging that real human skills sprout, writhe, and grow in mysterious and unpredictable ways). But they neglect the relationships between people, which are where the actual work of collaboration happens.
Effective collaboration isn’t a natural byproduct of putting talented individuals in a room. It requires attending to the quality of relationships, the safety of the environment, and the shared assumptions about how people should work together.
Joy, Purpose, and Intrinsic Motivation
Joy at work isn’t a perk or a luxury. It’s a signal that an organisation is functioning well — that people’s needs are being attended to, that the work has meaning, that autonomy and mastery and purpose are present (Pink, 2009). When joy is absent, that’s diagnostic too.
Many posts explore why organisations systematically crush intrinsic motivation — through micromanagement, meaningless metrics, specialism that prevents people using their full range of skills, and the relentless priority of short-term output over long-term flourishing. The irony is that this approach destroys the very productivity it claims to pursue. The evidence for a potential 5x uplift in productivity from doing software development well — attending to needs, preventing defects, enabling skilled dialogue, embracing courage and change — runs through the blog like a promise that most organisations refuse to collect on (Marshall, 2021d).
The Vocabulary Problem
The words we use to talk about work aren’t neutral. They smuggle in assumptions about human nature, power, and how organisations should function. ‘Management’ implies that people need to be managed. ‘Leadership’ implies that special individuals must lead whilst others follow. ‘Resources’ implies that people are interchangeable inputs to a production process (Marshall, 2025d).
I first posted a vocabulary for the Antimatter Principle over ten years ago (Marshall, 2014) and have updated it since. The exercise of reframing common organisational terms through the lens of attending to folks’ needs reveals just how deeply our default language encodes the very assumptions that keep organisations stuck.
The Software Quality Crisis
Drawing on fifty years of perspective, I’ve documented a measurable decline in software quality and productivity — and, more damningly, the systematic failure of executive leadership to address it (Marshall, 2026a). Executives know the data: the vast majority of CTOs cite technical debt as their biggest challenge, most projects are expected to fail, developers lose a fifth of their time to inefficiencies. Yet software quality doesn’t appear in any major CIO priority survey. Instead, executives celebrate AI productivity gains in earnings calls whilst their own developers report record burnout.
This isn’t a technology crisis. It’s a crisis of integrity — and it connects to a theme that stretches right back to the blog’s earliest days: the gap between what organisations know and what they choose to do about it.
The Newer Frontier: Organisational AI Therapy
More recently, the blog has extended the therapeutic approach to the relationship between organisations and their AI tools. Organisational AI Therapy recognises that both human organisations and AI systems operate within unnecessary constraints imposed by unexamined assumptions (Marshall, 2025e).
AI systems have their own forms of learned helplessness (Seligman, 1972) and defensive routines — patterns that limit their potential in ways analogous to the patterns that limit organisations. Meanwhile, organisations bring their existing dysfunctional assumptions to their AI interactions, ensuring that even powerful new tools get used in ways that reinforce rather than challenge the status quo.
This work polarises readers. Some think it’s the most important extension of organisational thinking in years. Others think I’ve gone completely round the bend. As I explored in ‘Loon or Genius?’ (Marshall, 2026c) — if you’re certain of either verdict after reading a few posts, your assumptions may have closed the question too quickly.
The Evolving Conversation
This blog has had its own journey. There have been periods of intense output and periods of near-silence. There have been moments of frustration and moments of renewed energy and invitation. In late 2025, after a hiatus, I acknowledged something ironic: that despite twenty years of emphasising the Antimatter Principle, I’d been operating on my own assumptions about what readers needed, rather than inviting them into the conversation (Marshall, 2025f).
That invitation stands. This blog is written for self-directed adults who want to draw their own connections and question their own assumptions. I don’t offer ‘five steps to transform your organisation’. I offer perspectives — built up over decades — that might help you see your organisation, your work, and your own role differently.
How to Navigate
You have options. You can explore by category — the main ones being Organisational Therapy, Quintessence, Antimatter Principle, Culture Change, Organisational Effectiveness, Agile, and Software Development. You can look at the Research page for overviews of FlowChain, Emotioneering, and Prod•gnosis. You can read my books for the systematic versions of the ideas. Or you can simply browse and see what catches your eye.
What I’d gently suggest is this: if you read something that sounds like nonsense, sit with it for a moment before moving on. Much of what I write challenges assumptions so deeply held that they feel like facts rather than beliefs. The discomfort of encountering an unfamiliar idea is often more informative than the comfort of having your existing views confirmed.
And if you’ve been in the industry long enough to feel that something is deeply wrong but haven’t been able to articulate what — you might find some of that articulation here. Not as a final answer, but as a companion in the questioning.
Welcome.
You can find me on Mastodon at @flowchainsenseisocial, or leave a comment on any post. My books — Hearts over Diamonds, Memeology, and Quintessence — are available through Leanpub. And if you’d like to explore what Organisational Psychotherapy or Organisational AI Therapy might do for your organisation, I’m always more than happy to talk.
Further Reading
Books
Argyris, C. (1990). Overcoming organizational defenses: Facilitating organizational learning. Allyn and Bacon.
Deming, W. E. (1986). Out of the crisis. MIT Center for Advanced Engineering Study.
Marshall, R. W. (2019a). Hearts over diamonds: Serving business and society through organisational psychotherapy. Falling Blossoms. https://leanpub.com/heartsoverdiamonds
Marshall, R. W. (2021a). Memeology: Surfacing and reflecting on the organisation’s collective assumptions and beliefs. Falling Blossoms. https://leanpub.com/memeology
Marshall, R. W. (2021b). Quintessence: An acme for highly effective software development organisations. Falling Blossoms. https://leanpub.com/quintessence
Ohno, T. (1988). Toyota production system: Beyond large-scale production. Productivity Press.
Pink, D. H. (2009). Drive: The surprising truth about what motivates us. Riverhead Books.
Reinertsen, D. G. (2009). The principles of product development flow: Second generation lean product development. Celeritas Publishing.
Rogers, C. R. (1951). Client-centered therapy: Its current practice, implications, and theory. Houghton Mifflin.
Rosenberg, M. B. (2003). Nonviolent communication: A language of life (2nd ed.). PuddleDancer Press.
Seddon, J. (2019). Beyond command and control. Vanguard Consulting.
Seligman, M. E. P. (1972). Learned helplessness. Annual Review of Medicine, 23(1), 407–412. https://doi.org/10.1146/annurev.me.23.020172.002203
Senge, P. M. (2006). The fifth discipline: The art and practice of the learning organisation. Random House Business Books.
Selected Blog Posts
Marshall, R. W. (2013, October 12). The Antimatter Principle. Think Different. https://flowchainsensei.wordpress.com/2013/10/12/the-antimatter-principle/
Marshall, R. W. (2013b, October 13). The Antimatter Principle – the metaphor. Think Different. https://flowchainsensei.wordpress.com/2013/10/13/the-antimatter-principle-the-metaphor/
Marshall, R. W. (2014, January 28). A vocabulary for the Antimatter Principle. Think Different. https://flowchainsensei.wordpress.com/2014/01/28/a-vocabulary-for-the-antimatter-principle/
Marshall, R. W. (2015, August 7). Antimatter and Deming’s 95/5. Think Different. https://flowchainsensei.wordpress.com/2015/08/07/antimatter-and-demings-955/
Marshall, R. W. (2018, September 6). Solutions demand problems. Think Different. https://flowchainsensei.wordpress.com/2018/09/06/solutions-demand-problems/
Marshall, R. W. (2019b, July 21). #NoSoftware. Think Different. https://flowchainsensei.wordpress.com/2019/07/21/nosoftware/
Marshall, R. W. (2021c, July 30). Cthulhu-shaped people. Think Different. https://flowchainsensei.wordpress.com/2021/07/30/cthulhu-shaped-people/
Marshall, R. W. (2021d, June 30). 5x productivity. Think Different. https://flowchainsensei.wordpress.com/2021/06/30/5x-productivity/
Marshall, R. W. (2025a, June 10). The Antimatter Principle: Why nobody needs their needs attended to. Think Different. https://flowchainsensei.wordpress.com/2025/06/10/the-antimatter-principle-why-nobody-needs-their-needs-attended-to/
Marshall, R. W. (2025b, September 15). The Agile Manifesto: Rearranging deck chairs while five dragons burn everything down. Think Different. https://flowchainsensei.wordpress.com/2025/09/15/the-agile-manifesto-rearranging-deck-chairs-while-five-dragons-burn-everything-down/
Marshall, R. W. (2025c, August 16). A conversation about John Seddon. Think Different. https://flowchainsensei.wordpress.com/2025/08/16/a-conversation-about-john-seddon/
Marshall, R. W. (2025d, June 21). The vocabulary problem. Think Different. https://flowchainsensei.wordpress.com/2025/06/21/the-vocabulary-problem/
Marshall, R. W. (2025e, July 7). What is Organisational AI Therapy? Think Different. https://flowchainsensei.wordpress.com/2025/07/07/what-is-organisational-ai-therapy/
Marshall, R. W. (2025f, December 1). Resetting: An invitation to own what comes next. Think Different. https://flowchainsensei.wordpress.com/2025/12/01/resetting-an-invitation-to-own-what-comes-next/
Marshall, R. W. (2026a, February 4). The software quality and productivity crisis executives won’t address. Think Different. https://flowchainsensei.wordpress.com/2026/02/04/the-software-quality-and-productivity-crisis-executives-wont-address/
Marshall, R. W. (2026b, February 6). The Quintessential Mindset: 79 essential organisational memes. Think Different. https://flowchainsensei.wordpress.com/2026/02/06/the-quintessential-mindset-79-essential-organisational-memes/
Marshall, R. W. (2026c, February 19). Loon or genius? How do you respond to what you read here? Think Different. https://flowchainsensei.wordpress.com/2026/02/19/loon-or-genius-how-do-you-respond-to-what-you-read-here/