The Space Where Imagination Still Lives

A sentence in a science fiction novel stopped me recently. It was a small line, easy to roll past, but it stayed with me long after I put it down.

“I’m proud of my imagination.”

I found myself wondering if I had ever thought of it that way. Proud. The bigger question that followed was a little more unsettling. Am I still using my imagination fully, or is it something I can see, but always remains just a few steps beyond my reach?

Most of us think of imagination as something that belongs to childhood. Living room forts. Long summer days that lasted forever. Stories invented simply because it was fun to live inside them for a while.

Then life moves forward and the tone shifts. Our imagination grows up with us. It gets invited into planning meetings and project updates. It earns its place by helping things get built, improved, delivered. It becomes practical.

That kind of imagination matters. It’s the force behind homes that rise from empty ground, companies that begin as ideas scribbled on paper, and communities that take shape one decision at a time. Many of the most meaningful things in life begin with a simple question. What if this could exist? And then our imagination stays long enough to help bring it into the world.

Yet there’s another layer, the one that’s harder to reach. Imagination without a destination. The kind that wanders. The kind that lets our curiosity move without a map, without an audience, without a finish line waiting just ahead.

Modern life doesn’t make much room for wandering. We reward clarity. We celebrate speed. Productivity gets our applause. Wandering gets a polite nod and then we move on.

Even creativity, when it happens, can start to lean toward usefulness. We think about who might care, how something might land, whether this is worth sharing. Before long, our imagination is wearing work clothes every day.

Still, the wandering version never disappears. It shows itself in moments we almost miss. A line in a book that makes us pause. A quiet walk where our thoughts drift farther than we planned. Standing on an open piece of land and picturing laughter and conversations that haven’t happened yet, paths that haven’t yet been carved.

Those moments feel different. The air seems a little wider. Time stretches just enough for possibility to breathe.

Imagination is our ability to see long before we start to solve. 

Across a lifetime it takes different forms.

-Playful imagination delights in possibility simply because it can.
-Building imagination turns vision into action and ideas into reality.
-Generative imagination pictures future experiences, future conversations, future memories waiting somewhere ahead.

Most of us live primarily in the second and third forms. We plan, design, and visualize. We imagine with purpose. The playful version visits less often, but when it arrives it carries a spark that feels unmistakable.

Part of what makes it harder to access is our internal voice of evaluation. Our mind asks its questions automatically. Does this make sense? Is this useful? Would anyone care? These questions help us bring ideas into the world. They also narrow our horizons.

Artists talk about the deep joy in creating something they love for its own sake. Then a second round of joy when that creation resonates with others. The order matters. Self first. Audience second. When the sequence holds, the work feels alive. The same may be true of imagination itself.

Imagination grows stronger when it has somewhere to roam. It expands when it’s allowed to exist without immediate purpose. That permission can live in small choices. Letting a thought run a little longer. Following an idea that seems interesting even if it leads nowhere. Sitting with possibility without rushing to decide what it means.

The wandering and the purposeful are partners. Each strengthens the other. The freedom to explore deepens our clarity to build. When imagination has room to stretch, what we create carries more life inside of it.

That line from the novel stayed with me because it felt less like a statement and more like a quiet commitment. To keep my imagination active. To keep it close at hand. To let it wander often enough that it never forgets how.

Maybe that’s the invitation for all of us. Keep a small door open. Let imagination step outside the boundaries of usefulness from time to time. Let it explore without needing a reason.

Because the farther our imagination travels, the richer life feels when we return.

Photo by Dobranici Florin on Unsplash – I can imagine a bunch of things in this photo, but the main reason I chose it is the way the sun glows on the fence posts. I made you look again, didn’t I.

The Short Memory of Institutions

“The King is dead. All hail the new king.”

For centuries, those words marked a moment of transition in a monarchy. They acknowledged loss while declaring that the kingdom would continue.

One reign ends. Another begins. The work continues.

Modern organizations operate in much the same way, just without the ceremony.


When the Ball Changes Hands

Sometimes the transition is visible. A retirement announcement made months in advance. A company-wide gathering, a slideshow of memories, a few stories capturing the arc of a career. Handshakes and hugs. People are grateful for the chance to say thank you.

Other departures unfold quietly. A decision formed over time. A conversation held in private. Recognition that the moment has arrived for something different to begin.

At times, the individual chooses the timing, sensing it’s time to redirect their energy or reclaim parts of life that have waited patiently. At other times, the organization makes the call.

It’s like a manager walking to the mound and asking the starting pitcher for the ball. The pitcher may have thrown well and kept the team in the game. A new batter steps in, and the situation calls for a different arm. The decision reflects what the moment requires. What the pitcher deserved is a different conversation.


The Half-Life of Professional Memory

Spend any time inside large organizations and you’ve witnessed what follows.

A respected leader leaves after a long and meaningful tenure. Their name surfaces occasionally.

Over time, new colleagues arrive who never worked with them. New leaders establish their own ways of operating. The organization adapts.

Work progresses while memories fade into the background.

Institutions carry short memories because continuity is the center of their purpose. Time spent dwelling on the past subtracts from their responsibility to build what comes next. This quality allows organizations to endure. From the inside, it can still be painful.


The Grief No One Mentions

We rarely dwell on the plain truth that this process hurts.

Years of personal investment in people, in solving problems, and in creating a supportive culture eventually become part of who we are. When the organization moves forward without us, it can feel like we’re diminished. Like our work didn’t matter as much as we believed.

That feeling deserves to be called grief. The natural response to losing something we genuinely loved.

Our mistake is letting that grief become a verdict.

The organization’s short memory says nothing about the value of what we contributed. It says something about how institutions are built to function. They’re designed for mission and continuity, with memory serving a different purpose. Understanding the difference doesn’t make the feeling disappear, but it does change what the feeling means.


Where Influence Actually Lives

Our work never disappears. Its impact simply resides in a different place.

The confidence someone discovers because we believed in them. The standards we upheld when it would have been easier to compromise. The steadiness we showed under pressure. The thinking patterns others continue to use long after they’ve forgotten the source.

These moments accumulate.

Lasting influence rarely lives in titles, completed initiatives, or improved metrics. Those matter deeply in their time, yet they rarely define what lasts.

Most of us can trace core insights to a teacher or mentor who shaped us. Someone who challenged us to think beyond ourselves or our capabilities, changing how we see the world. Their insight became part of who we are.

In the same way, we become that teacher in someone else’s story.


The Metric That Matters Most

Leaders who sustain themselves over the long term tend to live with dual awareness. They engage fully and care deeply about the organization’s mission. They invest in people and outcomes.

At the same time, their sense of self rests on something broader. Family, faith, health, curiosity, service, and community form a foundation that holds steady regardless of their title.

They recognize that one day the organization will continue without them, and they choose to lead in ways that remain meaningful regardless. This awareness strengthens their commitment rather than weakening it, because it clarifies what actually matters.

Eventually, each of us hand over the ball. The badge stops working. The inbox grows quiet. Someone else takes the chair.

Our opportunity is to contribute in ways that remain useful long after our names fade from conversation. Lessons carried forward through people we may never meet.

And that is enough.

Photo by Robert Stump on Unsplash

When Effort Isn’t What’s Missing

The engine gets louder as the RPMs climb, but the car isn’t moving.
More activity, more motion. But no movement.

The constraint holding everything back was overlooked.
Until that changes, no amount of throttle will help.

Nothing’s broken. It’s just stuck in neutral.

Sometimes the system isn’t broken.

It’s in the wrong gear.

Photo by Vadym Kudriavtsev on Unsplash

Solving the Right Problem

Elon Musk once said he challenges requirements because they’re usually wrong. His warning is simple.

Don’t work hard to get the perfect answer to the wrong problem.

This idea goes far beyond engineering. It shows up in leadership, careers, relationships, and the quiet choices that shape our lives.

We’re trained to value effort. Be disciplined. Follow through. Execute well.

All great instincts, but we can spend months optimizing something that never really mattered.

We inherit assumptions, accept the framing, and start solving before asking whether we understand the problem.

Strong leaders question the premise.

What are we trying to accomplish?

If we succeed, what actually changes?

What are the real constraints?

There’s a related engineering mindset that captures this perfectly: the best part is no part at all.

Before improving something, ask whether it should exist in the first place.

This creates a simple hierarchy:

Delete — try to remove the requirement or part

Simplify — if it must exist, make it simpler

Optimize — only after you’re sure it belongs

Automate — last step, not first

Most organizations do this in reverse. They automate and optimize things that never needed to exist.

This is what gives us tools to manage our tools instead of time to do the work.

Six Questions at the End of the Day

For the next two weeks, I’ll be doing something new.

Marshall Goldsmith is encouraging people to ask themselves six questions every day. That’s the whole experiment.

Six questions. Asked at night. Answered honestly.

They all start the same way:

Did I do my best to…

The questions don’t ask what happened to me today. They ask what I did with today.

During his webinar introducing the experiment, Mr. Goldsmith referred to the Rigveda, an ancient poem from India that he described as being thousands of years old. He just mentioned it and moved on.

I had never heard of the Rigveda, so down the rabbit hole I went after his webinar ended.

The Rigveda is a collection of hymns. A lot of it is about everyday things. The sun rising. Fire. Breath. Life continuing. There’s a sense that daily life matters. That how we live each day counts.

People have been trying to figure out how to live a good life for a long time. Way before self-help and leadership books. Way before webinars and podcasts.

St. Ignatius of Loyola comes to mind. He developed something called the Daily Examen. It’s a review of the day. You look back. You notice where you were grateful. You notice where you fell short. You think about tomorrow.

Different times. Different traditions. Same basic ideas.

At the end of the day, pause and ask, “How did I live today?”

Goldsmith’s six questions fit right into that pattern.

Did I do my best to be happy today?

The question hits differently when the day is already over. I can see clearly whether I purposely enjoyed the day or just rushed through it.

Did I do my best to build positive relationships?

Now I’m thinking about the way I spoke to someone. Whether I listened. Whether I gave someone my full attention.

The questions are short. The reflections take some time.

Goldsmith describes happiness as “enjoyment with the process of life itself.” Happiness lives inside the day. It grows out of our engagement with what’s already in front of us.

The writers of the Rigveda seemed to understand that. Ignatius understood it too. They’re asking us to pay attention to our life and actively engage in it.

I’m only a few days into this experiment. Nothing dramatic has happened. No big breakthroughs.

But I know I’ll be answering these six questions later. I move through the day with more awareness. I catch myself sooner. I stay present a little longer. I think twice before reacting.

It’s a small shift…but small shifts repeated over time shape our lives.

Thousands of years have passed since the Rigveda was written. Centuries since Ignatius taught people to examine their day.

Our modern life looks very different, but the question remains the same.

How did I live today?


Here are Goldsmith’s six questions:

Did I do my best to set clear goals today?

-Did I do my best to make progress towards my goals today?

-Did I do my best to find meaning today?

-Did I do my best to be happy today?

-Did I do my best to build positive relationships today?

-Did I do my best to be engaged today?

h/t – Marshall Goldsmith

Photo by Jonh Corner on Unsplash – looks like an awesome spot to think about these questions.

The Adoption Curve in Real Life (It’s Messier than the Textbooks Say)

You’ve probably seen it happen. A new tool explodes across your social media feeds, your team starts asking questions, and you’re left wondering whether to embrace it or ignore it. Last month’s OpenClaw rollout is the latest reminder of how chaotic technology adoption really is.

Technology adoption curves are depicted as neat, predictable diagrams, a smooth line moving from innovators to early adopters to the early majority and eventually to late adopters.

In textbooks, the curve looks calm. In real life, it feels more like a storm.

Watching the recent surge of interest around OpenClaw, an open-source AI automation tool that lets developers and non-developers build custom autonomous agents, highlights this contrast clearly.

The tool moved rapidly from Clawdbot to MoltBot to OpenClaw. While its identity was in motion, innovators and early adopters embraced it with enthusiasm. Within days, countless articles and YouTube videos appeared with reviews, tutorials, and predictions about how it would reshape everything.

Within another week, we began hearing a more complete message. People still praised its power, but they also surfaced significant security weaknesses and vulnerabilities that accompany those capabilities.

My goal in this post is less about celebrating OpenClaw itself and more about understanding the real-world adoption pattern that I’ve seen countless times.


Phase 1: The Enthusiasts Light the Fuse

Early adopters jump in first. They’re curious, energetic, and quick to celebrate what they’ve discovered.

They imagine what could be, long before most people fully understand what exists today. They test edge cases, build experiments, share demos, and push boundaries simply because the possibility fascinates them.

This group rarely waits for permission. Their momentum gives a new idea its initial lift.


Phase 2: Quiet Experimenters Emerge

Close behind them comes a second tier of users who watch carefully and learn before speaking.

They begin to explore the tool in private, trying things on their own terms rather than joining the public conversation. Their silence can look like hesitation but usually signals careful attention and research.

They want confidence before committing.


Phase 3: The Tribalization of Opinion

At the same time, people who barely understand the technology start lining up on all sides of the debate as if it were a political issue.

Some declare that it will transform everything. Others warn that it is reckless or dangerous. Still others dismiss it as a passing fad.

Much of this reaction grows from identity, fear, or ideology rather than direct experience. The conversation gets louder while genuine clarity is harder to find.


Phase 4: Rapid Evolution and Ecosystem Growth

If the tool has real potential, the surrounding environment begins to move quickly.

The creators ship frequent updates of their new product. Early adopters invent new uses that nobody predicted. Supporting products (like Cloudflare services or the Mac Mini in the case of OpenClaw’s recent meteoric growth) suddenly see rising demand because they pair well with the new capability. Other companies look for ways to add integrations that make the new tool easier to plug into existing systems.

At this stage, the story shifts from a single product to an emerging ecosystem that amplifies its reach.


Phase 5: The Backlash from the Pioneers

Then a familiar turn arrives.

Some early adopters start getting bored and even a little disillusioned. Others start pointing out limitations, rough edges, and frustrations that were overlooked during their initial excitement. Sometimes they simply move on to the next shiny thing. Other times, sustained use reveals real constraints that only time can expose.

Ironically, the quieter second wave adopters are just beginning to feel comfortable. Enthusiasm and skepticism overlap in the marketplace.


Phase 6: Corporations Hit the Brakes

Meanwhile, large organizations watch from the sidelines while asking serious questions about security, governance, and risk. They focus on oversight, accountability, and long-term stability.

From a leadership perspective, this cautious approach seems safe. They can’t risk the family jewels on a promise of something amazing. At least, not yet.


Phase 7: The Safe Version Arrives

If the capability truly matters and maintains momentum, a major platform provider such as Microsoft, Google, Amazon, (and nowadays) OpenAI, or Anthropic eventually releases something comparable inside their own infrastructure.

This can happen through acquisition, partnership, or independent development. When it does, the risk profile shifts almost overnight.

What once felt experimental and dangerous now feels enterprise-ready. It’s the signal that many CIOs and CISOs were waiting for.


Phase 8: The Irony of Timing

By the time most corporations adopt the new “safer version” of the capability, the original pioneers have already moved on.

They’re chasing the next breakthrough and speaking about the earlier tool as if it belongs to another era. Six months earlier it felt magical. Now it feels ordinary, in part because that earlier innovation did its job of pushing the frontier outward.


What This Means for Leaders

For leaders who care about both capability and security, sprinting toward the bleeding edge rarely makes sense.

Waiting for stability, clear governance, and trusted integration usually serves organizations better. In practice, that means allowing major, “trusted” platforms to bring new capabilities inside their own secure environments before moving at scale.

At the same time, leaders can’t afford to look inward only. Something important is always unfolding beyond the walls of their organization. Entrepreneurs are experimenting. Startups are forming. New approaches and new possibilities are taking shape. If a company becomes too passive or too comfortable, it risks being outpaced rather than protected.

The real leadership challenge is learning to tell the difference between waves that will reshape an industry and those that will fade.

Some signs of staying power are multiple independent developers building on top of a new technology, respected technologists moving beyond flashy demos into real production use cases, and serious enterprise concerns about security and governance being addressed rather than dismissed.

We don’t need to chase every new wave.

The real test is recognizing the waves that matter before they feel safe enough to bring inside our organization.

Photo by Nat on Unsplash – Innovation is easy to see. Truth is harder to judge.     

The Second Generation Is Where It Gets Real

The first version of almost anything is an act of discovery. We’re learning in real time, usually without understanding what we’re building. We don’t yet know which parts will matter, which ones deserve less attention, or where the challenges are.

The first version is shaped by assumptions. Some accurate, others incomplete. It’s often held together by optimism and a willingness to learn as we go.

The first generation isn’t meant to be polished or permanent. Its purpose is proof of life.

Does this idea work at all?
Do we enjoy pursuing it?
Is there something here worth continuing once the novelty fades?

Many ideas never move beyond that first stage. Excitement gives way to routine. Maintenance enters the picture. It’s decision time.

Is this something I’m willing to own, or was I simply exploring an interesting possibility?

If the answer leans toward exploration alone, the idea stalls, usually forever. It never makes the leap from curiosity to commitment.

That leap matters.

William Hutchison Murray said it well, “Until one is committed, there is hesitancy…the moment one definitely commits oneself, then Providence moves too.”

The second generation begins at that moment of commitment.

If we choose to begin version two, everything changes.

We’re no longer experimenting or learning if this idea works. We’re deciding that it matters enough to carry forward.

We’re operating with experience now. We’ve seen where effort was misdirected and where the momentum came from. We understand which details carry lasting value and which ones only seemed important at first.

More importantly, we own it now.

That’s why the second generation feels heavier. The weight of responsibility belongs to us. We know too much to pretend otherwise.

An idea that survives long enough to earn a second version has already passed an important test. It has encountered reality and endured.

The first generation asks whether something can exist. The second generation answers whether it should continue.

From there, our work evolves. Spontaneous ideation turns into direction. The purpose becomes clearer than the feature set. Identity begins to emerge.

This is how we do it.
This is what matters.
This is what we’re willing to stand behind.

The second generation is the foundation for everything that follows…far more than the first. It establishes patterns, standards, and expectations for what comes next.

Tackling version one takes courage. But finishing that version is only part of the journey.

The deeper test lies in beginning again. This time with clearer eyes, better judgment, and full ownership of what we’re building.

We move from discovering what we could build to owning what’s truly worth building.

Photo by Ivan Aleksic on Unsplash

If you know someone standing at the edge of a second generation, feel free to pass this along to them.

Living Inside History

Every generation believes it’s living through extraordinary change.

And in a way, every generation is right.

Economic strain, political division, conflict, and rapid technological change appear in different forms, but the underlying tension remains the same.

Ray Dalio describes what he calls the Big Cycle. The rise and decline of nations shaped by debt, money, internal division, and shifting global power. He would say we’re late in that cycle, marked by high debt, widening wealth gaps, and growing competition among world powers.

Harry Dent approaches history through demographics, studying population growth, and generational spending patterns. From his view, today’s economic strain reflects aging populations, slower growth, and the unwinding of decades of expansion.

Different perspectives. Similar conclusions.

Neither claim to predict the future with precision. Debt cycles, demographic waves, generational moods, technological revolutions, and geopolitical tensions move simultaneously. Understanding these forces and their patterns helps us recognize the currents. How we live within them is still our responsibility.

I remember the OPEC oil embargo of the 1970s and gas lines stretching for blocks. I was in elementary school as interest rates climbed above twenty percent. I watched the Reagan Revolution reshape economic thinking and bring supply-side theory into the mainstream.

I lived through the Iranian Revolution in 1979, the taking of US hostages, and the subsequent spread of militant extremism across parts of the Muslim world over the next four decades. I watched an airplane strike the World Trade Center in real time.

I grew up under the shadow of the Cold War, when nuclear conflict felt possible at any moment. I saw the optimism that followed the fall of the Soviet Union and then watched China open to the world after decades of isolation. I remember the theories about how expanding capitalism in China might soften their communist approach to governing.

I witnessed the savings and loan collapse, multiple stock market crashes, the Great Recession, and a global pandemic that disrupted economies, institutions, and families alike. I watched how strongly governments grasp control when certainty disappears.

I saw personal computers and then the internet transform daily life, followed by the digital economy, smartphones, social media, and now artificial intelligence reshaping work itself.

I can think of countless other historical events that have happened in the span of one life. Each moment felt unprecedented. Each reshaped the world, sometimes positively, sometimes negatively.

And yet, life continued.

When history is written, it focuses almost entirely on macro events. The narratives are dominated by wars, collapses, elections, revolutions, and markets. What rarely appears are the countless individual lives unfolding quietly alongside these events.

History does not record families eating dinner together during times of high inflation. Nor does it record weddings that took place during recessions or children born during wars. It overlooks the laughter that survived fear and the quiet courage required to just keep going.

But these individual experiences of life form the definition of humanity.

For every name preserved in textbooks, millions of people were doing what people have always done. They worked. They loved. They raised children. They cared for neighbors. They hoped tomorrow might be a little better than today.

Macro forces shape conditions. They influence opportunity and may narrow our options. They may, unfortunately, end our life or the lives of someone we love. But they don’t define a life.

Inside every macro upheaval exists our “micro” life. The life lived within the headlines rather than dictated by them.

The world may determine interest rates. It does not decide whether we act with kindness. It may influence careers, but it does not control our integrity. It may introduce hardship, but it does not determine how we respond.

Our response is where freedom still lives.

Viktor Frankl understood this more clearly than almost anyone. After enduring unimaginable suffering in Nazi concentration camps, he observed that nearly all external freedoms can be taken from a person. One freedom remains intact. The ability to choose one’s attitude and response to circumstances.

Events may constrain us. They may demand adaptation. They will never own our human spirit.

In my office, I have a wall filled with photographs. Family gatherings. Wedding days. Trips taken together. Beautiful places. Ordinary moments that became lasting memories.

When I step back and look at this wall, patterns appear.

We worked hard.

We made time for one another.

We traveled together.

We celebrated milestones.

We were living out our hopes and dreams, and we still are.

My wall has no charts or financial forecasts. No macro trend lines. But it tells the story of what matters most.

None of these moments waited for ideal conditions. They unfolded alongside inflation, recessions, political change, and uncertainty. The photographs capture lives shaped by ordinary but important choices made amid extraordinary times.

As we traveled, we met families across many countries. Different customs. Different faiths. Different governments. Yet everywhere we went, the hopes sounded familiar. Parents wanting the best for their children. Families striving for opportunity. Communities longing to contribute and belong.

The differences emphasized by the world shrink quickly when people speak about those they love.

Human aspirations remain remarkably consistent.

History changes its outward form. The heart changes very little.

You will live through upheavals of your own. Some will be frightening. Some will be unfair. Some will test your trust in institutions or leaders.

Remember this.

You are not responsible for controlling history. You are responsible for how you live inside it.

You will not choose the history that surrounds you. You will choose the values you carry through it.

You choose how you treat people.

You choose how to adapt.

You choose how you show up for your family.

You choose whether uncertainty hardens you or deepens your compassion.

You choose whether fear leads or faith steadies you.

These are your choices. Always.

Humanity endures because ordinary people continue to build their lives amid uncertainty. They love, they work, they fail, they adapt, and they hope, even while larger forces move around them.

While empires rise and fall, families persist.

That is the quiet march you belong to. Rarely captured by historians yet carried forward by generations.

History happens around you.

Life happens within you.

Live your life well. Love deeply. Work honestly. Stay flexible. Hold your faith. Care for one another.

If you do that, you will live a meaningful life regardless of when you were born.

As I was finishing this post, I found these quotes from George Bernard Shaw. The words come from two different writings of his from the early 1900’s. Together they express something important about what it means to live well within whatever history hands us.

“This is the true joy in life, the being used for a purpose recognized by yourself as a mighty one; the being a force of Nature instead of a feverish, selfish little clod of ailments and grievances complaining that the world will not devote itself to making you happy. “

“I am of the opinion that my life belongs to the whole community, and as long as I live it is my privilege to do for it whatsoever I can. I want to be thoroughly used up when I die, for the harder I work the more I live. I rejoice in life for its own sake. Life is no ‘brief candle’ for me. It is a sort of splendid torch, which I have got hold of for the moment; and I want to make it burn as brightly as possible before handing it on to future generations.”

h/t – Atkins Bookshelf

Photo by Federico Giampieri on Unsplash

If this post resonated with you, feel free to share it with someone who might appreciate it as well.

You can also listen to the Grandpa Bob Encouraging Leadership Podcast, where I share short reflections on leadership, life, and learning.

Thanks for reading!

When the Disruptors Get Disrupted

For most people in IT, change is constant.

New platforms arrive. Old tools fade. Processes are reworked. Skills must evolve.

In that sense, disruption has long been part of the job description.

Software developers create new and improved tools. They streamline workflows. They automate tasks that once required entire teams. Over time, they have reshaped and disrupted how work gets done across nearly every industry.

This pattern has been in place for decades.

For software developers, something different is happening now.

With the arrival of AI-assisted development tools, including systems like Anthropic’s Claude Code, disruption has begun to turn inward. These tools are reshaping how developers approach their own work.

For many in the profession, this feels unfamiliar.

Software development continues, but the definition and details of the role are shifting. Tasks that once required sustained manual effort can now be generated, refactored, tested, and explained with remarkable speed.

A developer who once spent an afternoon writing API integration code might now spend fifteen minutes directing an AI to produce it, followed by an hour reviewing edge cases and security implications. The center of gravity moves toward judgment and direction rather than execution and production.

When job roles experience disruption, responses tend to follow predictable patterns. Some people dismiss the change as temporary or overhyped. Others push back, trying to protect familiar and comfortable ways of working. Still others approach the change with curiosity and engagement, interested in how new capabilities can expand what’s possible.

Intent Makes the Difference

An important distinction often gets overlooked when discussing pushbacks.

Some resistance grows from denial. It spends energy cataloging flaws, defending established workflows, or hoping new tools disappear. That approach drains effort without shaping new outcomes. It preserves little and teaches even less.

Other forms of resistance grow from professional judgment.

Experienced developers often notice risks that early enthusiasm misses. Fragile abstractions, security gaps, maintenance burdens, and failures that appear only at scale become visible through lived experience. When developers raise concerns in the service of quality, safety, and long-term viability, their input strengthens the eventual solution. This kind of resistance shapes progress rather than attempting to stop it.

The most effective developers recognize this shift and respond deliberately. They move away from opposing new tools and toward advocating for their effective use. They ask better questions. They redesign workflows. They establish guardrails. They apply experience where judgment continues to matter.

In doing so, they follow the same guidance developers have offered others for years.

Embrace new tools.
Continually re-engineer how work gets done.
Move upstream toward problem framing, system design, and decision-making.

Greater Emphasis on Judgment

AI generates code with increasing competence. Decisions about what should be built, which tradeoffs make sense, and how systems must evolve over time still require human judgment. As automation accelerates, these responsibilities grow more visible and more critical.

This opportunity in front of developers calls for leadership.

Developers who work fluently with these tools, guide their thoughtful adoption, and help their teams and organizations navigate the transition become trusted guides through change. Their leadership shows up in practical ways:

-pairing new capabilities with healthy skepticism

-putting review processes in place to catch subtle errors

-mentoring junior developers in how to evaluate results rather than simply generating them

-exercising judgment to prioritize tasks that benefit most from automation

Disruption has always been part of the work.

The open question is whether we meet disruption as participants, or step forward as guides.

Photo by AltumCode on Unsplash

Grandpa Bob Encouraging Leadership — A New Podcast

Over the last 15 years, I’ve written a lot of words.

Words shaped by work and leadership challenges.

Words that grew out of quiet reflection or things that caught my attention at just the right moment.

Many of them were also shaped by family, faith, mistakes, and moments that stayed with me longer than I expected.

More than a few people have suggested I start a podcast. They’d tell me it’s a lot easier to listen than it is to keep up with a bunch of new reading assignments each week.

While my mom was still alive and living with significant vision loss from macular degeneration, I gave the idea serious thought. Listening would have been the only practical way for her to “read” my posts.

Unfortunately, that “serious thought” didn’t turn into action in time for her to benefit.

Ironically, for someone who usually believes in starting, then figuring things out along the way, I let all the steps required to set up a podcast get in the way of beginning.

Until now.

So today, I’m launching a new podcast:

Grandpa Bob Encouraging Leadership

This podcast is a series of short reflections on leadership, life, and learning. I’m sharing them first and foremost with my grandchildren…and with anyone else who might be listening in.

The episodes are intentionally brief, thoughtful, and unhurried.

They’re the kind of reflections you can listen to on a walk, during a quiet drive, or at the start or end of your day.

They’re meant to create space, not fill it.

Who it’s for

At its heart, this podcast is for my grandkids.

Someday, years from now, I want them to be able to hear my voice and know what mattered to me.

The things I noticed. What I learned the hard way. What I hope they carry with them as they find their own way in the world.

But leadership lessons rarely belong to just one audience.

So, if you’re listening, as a parent, a leader, a teacher, or simply someone trying to live well, you’re welcome here too.

What we’ll talk about

Each episode explores a simple idea. Here are some examples:

-Showing up when progress feels slow

-Letting go of certainty

-Choosing gratitude over entitlement

-Learning to wait without drifting

-Leading with trust, humility, and patience

-Paying attention to what’s quietly shaping us

    There won’t be hype. There won’t be slogans. There certainly won’t be any fancy edits.

    I’ll discuss questions worth talking about, and observations a loving grandfather hopes to pass along to his grandkids.

    An invitation

    You can find Grandpa Bob Encouraging Leadership wherever you listen to podcasts.

    Don’t worry if you can’t listen to every episode.

    Please feel free to disagree with anything I say. I don’t have a monopoly on the right answers.

    If even one episode helps you pause, notice something new, or steady yourself a little, then it’s doing what it was meant to do.

    Thanks for listening.

    And if you’re one of my grandkids reading this someday, know that I believe in you and I’m always rooting for you.

    If you’re listening alongside them, the same is true for you.

    Photo by Patrick Fore on Unsplash