25.11.2025, By Stephan Schwab
Methodologies cannot be installed like software. Big-bang rewrites fail — Netscape and Borland learned this the expensive way. Arbitrary deadlines create panic, not progress. Real improvement requires a journey: developers learning better techniques in context, non-technical colleagues expressing requirements as testable specifications, and executives learning to read delivery signals directly rather than through filtered status reports. We embed with your teams, transfer skills, and step back when you're stronger — creating capability, not dependency. What follows explains why lasting delivery improvement comes from people learning to work better, not from following a branded framework's roadmap.
Three insights executives must accept:
Process cannot be installed with a deadline. Your codebase reflects years of decisions and embeds vast domain knowledge. Improving it requires discipline and time, not heroics or rewrites.
Improvement is a journey, not a destination. Like a car navigation system, you need current position, direction, and the next turn — not a rigid twelve-month roadmap.
Skill uplift beats ceremony compliance. Developers learning TDD, teams mastering CI/CD, and leadership reading real metrics create lasting change. Methodology rituals create theater — or worse, friction that prevents learning by separating thinking from doing, rooted in the misconception that software development is construction rather than design and discovery.
When executives contact us, they sometimes expect a familiar pitch:
Here’s the framework. Here’s the roadmap. Here are the ceremonies.
But that’s not what we offer.
But make no mistake: we work on the system, not in it.
Though a Senior Developer Advocate spends significant time in the code and pairing with developers, this role is not another team member subject to organizational rules or process ceremonies.
We operate with the independence needed to identify and address systemic constraints — not get absorbed into the problems we’re there to solve. Don’t fire us for non-compliance - being non-compliant is likely what you are paying us to do.
And then we leave you stronger than we found you — not dependent on us.
Most consultancies sell transformation as a package:
It looks comprehensive. It feels safe. It’s expensive.
And it rarely works.
Here’s why:
Software delivery is not a manufacturing process that can be standardized. It’s a creative discipline requiring judgment, adaptation, and deep technical skill.
AI amplifies this creativity — when developers know what they’re doing.
We help teams use AI tools to increase creativity, speed of execution, and iterate faster. But make no mistake: AI will not replace competent developers. We’re here to make everyone a competent developer who can leverage AI effectively.
AI assistance is powerful in the hands of someone who can:
Without this foundation, AI becomes a faster way to create legacy code.
The same logic applies to methodology installation.
Installing a method might create the appearance of progress — more meetings, more artifacts, more vocabulary — but it doesn’t address the actual constraints:
You can’t ceremony your way out of technical debt. You can’t standupify your way to continuous delivery.
Real improvement requires people learning to work better. And that happens through doing, not through following a script.
We engage with the people who do the work and those who lead them.
For Development Teams:
We don’t run training sessions in a conference room. We pair with developers on real production code.
We introduce techniques — TDD, ATDD, trunk-based development, CI/CD — in context, on their codebase, under their constraints.
We show them how to write tests that give confidence. How to integrate safely multiple times per day. How to deploy small changes that reduce risk.
For Non-Technical Domain Experts:
We help developers interact effectively with colleagues who bring market knowledge, customer insight, and subject-matter expertise.
We facilitate ATDD sessions where business analysts, product managers, and domain experts collaborate with developers to define executable specifications.
We show teams how to translate domain language into automated tests, so everyone — technical and non-technical — can see whether the software does what was intended.
This isn’t about teaching non-technical people to code. It’s about creating a shared language for describing what success looks like, and ensuring developers build what’s actually needed — not what they think was requested.
For Leadership:
If you run a software company, you need to understand how software gets made. You wouldn’t run a restaurant without understanding the kitchen. Software is no different.
We help leaders — engineering managers, architects, executives — see what’s actually constraining delivery:
These questions don’t require a computer science degree. They require curiosity about how the work actually happens.
Leaders often feel trapped between:
We translate — not to shield you from the details, but to make them accessible.
We don’t replace your judgment. We give you better instruments to exercise it.
The goal isn’t to make you a developer. It’s to make you a leader who can have honest, fact-based conversations about delivery with your teams.
Don’t hide from us.
Seek dialog. Ask questions. Challenge our observations.
The worst thing you can do is stay distant and rely on filtered reports. We’re here to give you direct insight into what’s happening — not comfortable narratives, but reality you can act on.
1. It addresses real constraints, not symptoms.
You don’t have a “people problem” or a “process problem.” You have specific technical and organizational constraints.
These are fixable. But not by installing a ceremony.
2. It builds internal capability.
When we pair with developers, they don’t just watch us work — they learn to do it themselves.
When we coach leadership, they don’t become dependent on our translations — they learn to ask better questions and read evidence directly.
If after six months you need us the same way you needed us on day one, we’ve failed.
3. It respects your context.
We don’t arrive with a one-size-fits-all playbook.
We assess:
Some teams need better test discipline. Others need deployment automation. Still others need clearer ownership and decision rights.
The solution is always specific. The method is always adapted.
4. It creates lasting change.
Dependency is the enemy of transformation.
If your improvement strategy requires permanent external coaching, it’s not improvement — it’s outsourcing.
We uplift skills so teams can continue improving after we leave.
We instrument delivery so leadership can see problems before they metastasize.
We establish feedback loops so learning becomes continuous, not event-driven.
We embed with teams on an at-will basis:
If we’ve done our job well, you don’t miss us when we leave. You’re just stronger.
Executives sometimes worry:
“This doesn’t sound like a complete transformation. Where’s the roadmap? Where’s the certainty?”
Here’s the truth:
Big-bang transformations fail precisely because they promise certainty.
Software delivery is uncertain. You’re building something that’s never been built before, for users whose needs evolve, in a market that doesn’t wait.
Pretending you can plan that into certainty is theater.
What you can do:
These improvements compound. Faster learning enables better decisions. Better decisions compound into competitive advantage.
But they don’t follow a maturity model. They follow reality.
Here’s how to know if an engagement was successful:
Ask these questions six months after we’re gone:
If the answer to most of these is yes, the capability transferred.
If the answer is “we need to hire more coaches,” something failed.
Some executives assume we’re just another flavor of consultant.
We’re not.
Management consultants focus on organizational structure, governance, and strategy. That’s valuable work.
We focus on software delivery:
These are complementary.
When a methodology is already in place, we work with it.
If management consultants are present with their methodology, we collaborate. We make their frameworks executable by connecting them to real delivery signals.
If a method exists but consultants have left, we help you make it work better — or simplify what’s gotten bloated.
When new methodologies are being considered, we assess and advise.
If executives are evaluating a new framework or transformation approach, we will provide technical due diligence.
This isn’t optional — it’s part of our responsibility to you.
We will advise against approaches that:
Our obligation is to our client’s success, not to any methodology’s brand.
If approaches become incompatible with effective delivery, we step back.
We won’t fight organizational battles over methodology.
If management insists on approaches fundamentally incompatible with our statement of work — approaches that will predictably harm delivery or create the conditions that drive developers to leave — we’ll conclude our engagement professionally.
This isn’t about winning an argument. It’s about integrity and protecting the people we’re there to serve.
Staying in a situation where our technical guidance is systematically overridden creates worse outcomes:
We’d rather step back cleanly than contribute to that dynamic.
Beyond methodology debates, improving software delivery requires four things many organizations resist:
1. Senior leaders must own the transformation.
You cannot delegate this work to consultants.
But the transformation is yours to lead, not ours to install.
If you’re looking to hand responsibility to an external vendor with a roadmap, we’re not the right fit.
2. Senior leaders must learn to see the work.
You cannot delegate understanding.
If you don’t know why your teams struggle to deploy, or why lead times vary wildly, or why “done” never seems to mean “shipped,” no consultant can fix that for you.
You have to look.
3. Developers must be allowed to improve their craft.
You cannot ceremony your way to technical excellence.
Developers need time to learn test-driven development. To refactor legacy code. To automate what’s manual. To experiment with better architectures.
If your process doesn’t protect space for this, your process is the problem.
4. Improvement is a journey, not an installation with a deadline.
Executives often create artificial urgency: “We need this fixed by October.” “The board expects transformation by Q2.” “If we don’t modernize now, we’re dead.”
This pressure is understandable. But it’s also dangerous.
Your codebase didn’t arrive at its current state overnight. Years of decisions, constraints, and trade-offs created what exists today. More importantly, your codebase embodies vast domain knowledge—business rules, edge cases, regulatory requirements, customer behavior patterns — accumulated through years of learning what actually works.
This knowledge isn’t just in documentation (which is often outdated or missing). It’s encoded in the code itself: how data flows, what validations exist, which assumptions are baked into algorithms.
Improving the codebase requires time and discipline — it cannot be installed or rewritten by heroics. And any rewrite must preserve and distribute this domain knowledge across the organization, or you’ll rebuild yesterday’s problems tomorrow.
The history of software is littered with expensive failures from executive impatience:
The pattern is consistent: Big-bang rewrites fail. Arbitrary deadlines create panic, not progress.
What works is steady, visible improvement:
The destination matters less than the trajectory.
If you’re improving every month, you’ll get where you need to be. If you’re setting deadlines and panicking when they slip, you’ll burn out your best people chasing an arbitrary date.
Patience isn’t passivity. It’s the discipline to value lasting progress over theatrical urgency.
We’re not selling a method. We’re not selling a transformation.
We’re offering partnership in building capability.
We bring:
You bring:
Together, we create lasting improvement.
Not because we installed a process, but because people learned to work better.
You can install a methodology:
Or you can build capability:
The first path creates dependency. The second creates capacity.
Choose accordingly.
Let's talk about your real situation. Want to accelerate delivery, remove technical blockers, or validate whether an idea deserves more investment? Book a short conversation (20 min): I listen to your context and give 1–2 practical recommendations—no pitch, no obligation. If it fits, we continue; if not, you leave with clarity. Confidential and direct.
Prefer email? Write me: sns@caimito.net