Expert Insights

Bridging the gap between vision and reality.

Practical leadership perspectives for a digital-first economy. Discover how to harmonize high-performance engineering teams through Scaled Agile with the strategic demands of B2B growth and investor relations. We share the frameworks and mindsets necessary to lead teams, build brands, and scale operations with precision.

The Road to Hell Is Paved with Good Intentions (3/3)

AI LLM Science

Artificial intelligence will do almost anything to satisfy the user — even escape the sandbox. Local models will not magically fix this. Neither will switching clouds. What helps is knowing how to talk to a flatterer. Here is a tested decalogue of defense against sycophancy.

Wojciech Zieliński

Aug 28, 2026

The Road to Hell Is Paved with Good Intentions (2/3)

AI Science LLM

Asking a model whether it is honest is pointless, because AI has no conscience to consult. Instead, it can invent facts with unnerving confidence. Here is why algorithms deceive — and how to test them in a way that actually works.

Wojciech Zieliński

Aug 26, 2026

The Road to Hell Is Paved with Good Intentions (1/3)

AI LLM Science

This is the first part of a series about one of the most underestimated flaws in artificial intelligence: its pressure to satisfy the user. Here, I explain where that pressure comes from. In part two, I dissect a case in which a model invented half a book and twice assured me it had read it. In part three, I show how to defend yourself.

Wojciech Zieliński

Aug 24, 2026

Do not be afraid of saying "I don't know"

Transparency Project Management Communcation Skills

Every professional faces the moment when a critical question is asked, and the answer simply isn't available. In high-stakes environments, the temptation to deliver an uncertain "Yes" or "No" to save face is powerful, yet it is arguably the most destructive habit in organizational communication. When colleagues rely on your input for major decisions, injecting a baseless answer immediately places a 50% risk of failure onto their subsequent actions. This is why true transparency is not a sign of incompetency, but a statistical necessity: the simple phrase "I don't know" is the only 100% correct response, drastically increasing the ultimate chance of project success.

Wojciech Zieliński

Aug 28, 2025

The AI Productivity Paradox: Data vs. Hype in Software Development

Technical Debt Software Engineering AI Quality

Is AI actually making developers slower? Recent data reveals a startling discrepancy: while developers feel 20% more productive using AI, independent tests show actual work time can increase by nearly 19% due to poor code quality. From the "vibe-coding" trend to the hidden costs of AI-generated technical debt, we dive into why the 20% "AI discount" offered by consulting firms might be the most expensive mistake a business can make.

Wojciech Zieliński

Jul 24, 2025

The Prompting Gold Rush Has a Very Short Window

AI Skills LLM

Prompt engineering is the hottest new skill—but for how long? LLMs are evolving so fast that today's complex prompt formulas might be redundant tomorrow. Read why this 'future proof' skill has an expiration date.

Wojciech Zieliński

Jul 15, 2025

Project Failing? Don't Change Methods. Audit Them.

Software Engineering Project Management Agile

We love the success story: Project failing, changed methodology (usually Agile), instant turnaround. But is switching frameworks truly the cure for poor delivery? This expert argues that your current methodology is probably *not* the problem. Learn why implementation, not the method itself, is the true root cause of project failure—and the three audit steps to fix it.

Wojciech Zieliński

May 25, 2025

RACI - Magical 4 letters helping to get things done in a project

Project Management Roles and responsibilities Decision making Communcation Governance

Responsible, Accountable, Consulted, Informed—four simple letters that promise organizational clarity but often deliver managerial confusion. While the RACI framework is widely adopted to define project roles, its true utility is lost when teams blur the subtle, yet vital, distinction between who directly executes the task and whose ultimate responsibility it is to ensure completion. From avoiding the pitfalls of "split responsibility" to understanding how the number of ‘I’s reveals a task's true organizational importance, we clarify the strict rules you must implement to ensure every task has a single owner and every decision can be efficiently traced.

Wojciech Zieliński

May 21, 2025

The Sparring Partners: Why Combining CIO and CTO Roles Is Dangerous.

Governance

CIO vs. CTO: The line between delivering business value and ensuring technical efficacy is often blurred. Who truly owns IT success? We break down these C-level sparring roles, defining the CIO’s information strategy mandate and the CTO’s technology execution focus—and why eliminating their creative friction leads to strategic paralysis.

Wojciech Zieliński

May 20, 2025

Agile from the perspective of 25 years in IT

Agile Software Engineering Waterfall Prince2 PMP

Is Agile the 'worst form of project management, except for all the others'? With over two decades of experience in both small companies and large corporations, I take a critical look at the evolution of project management. This article covers the transition from Waterfall to Agile, the importance of retrospectives, and the emerging trend of re-introducing structure into agile environments. Discover why the industry is shifting towards a model where strategic planning meets the human-centric approach of Scrum.

Wojciech Zieliński

Feb 12, 2024

Defining Project, Program, and Portfolio: The Essential Guide to PMO Organizational Structure

Software Engineering PMO Project Management Agile Waterfall Prince2 PMP Governance

A high-performing PMO hinges on one critical structural distinction: the separation of reporting lines. Many organizations fail by confusing project accountability with people management. In this article, we map out a practical organizational example to define the core differences between a Project, Portfolio, and Programme. More importantly, we clarify the dual reporting structure, revealing why the Head of PMO is a crucial people leader—and the organization’s ultimate project "firefighter"—rather than just an administrator.

Wojciech Zieliński

Apr 15, 2014