Why do founders, CEOs, and product leaders wait too long before asking for help with a failing software project?

In this episode of Pragmatic Talks, Wiktor Żołnowski talks with Wojtek Kniżewski about what really happens when software projects start going off track - and why companies often delay the decision to bring in outside support.

They discuss internal tech teams, external software vendors, ignored warning signs, audits before project takeover, and the real cost of waiting too long before asking for help.

This conversation is for founders, CEOs, CTOs, product managers, and decision-makers who feel that their digital product is not moving in the right direction, but are not yet sure whether the problem is technical, organizational, or strategic.

Pragmatic Talks is a podcast for people who want to understand how digital products are really built, scaled, fixed, and grown.

No fluff. No buzzwords. Just honest conversations.

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00:00:00 Intro

00:00:35 Meet Wojtek

00:01:23 Who asks for help?

00:02:35 Internal teams vs vendors

00:04:27 Why changing vendors is hard

00:07:03 Audit before takeover

00:08:57 When the client is the problem

00:09:45 Who makes the decision?

00:11:33 Common project problems

00:13:40 Interim managers and chaos

00:17:17 Why companies ask for help too late

00:19:01 Feedback without blame

00:21:21 Why companies keep bad vendors

00:24:33 Early warning signs

00:27:23 Product and technical checklists

00:29:20 Fears around project transfer

00:31:12 How Pragmatic Coders helps

00:33:39 Take the first step

00:35:36 The real cost of waiting

00:36:20 Final advice

00:37:10 Outro

How can a Product Manager use Gemini CLI in real product work?

Check out how AI can be used to manage product context, automate everyday PM tasks, and support better product decisions - without hype or overengineering.

In this episode of Pragmatic Talks, Wiktor Żołnowski talks with Dariusz Mozgowoj about applying this approach in real product teams and day-to-day product work.

Dariusz walks through his real workflow, showing how he uses Gemini CLI to:

- manage and structure product context (vision, strategy, personas, decisions),

- avoid common AI mistakes such as overloading the model with too much context,

- automate repetitive PM tasks like risk analysis and user story creation,- generate user stories and acceptance criteria faster, then review them instead of writing from scratch,

- integrate AI output with existing tools like Jira,

- reclaim time for strategic thinking and meaningful conversations with clients and teams.

This episode makes it clear that AI does not make product managers obsolete - it makes good product managers more effective when used consciously and pragmatically.

Note: this is not an audio-only episode. We strongly recommend not just listening, but also watching the video, as we actively show the terminal, Gemini CLI commands, and the interface used in real product work. Without the visual part, you may miss a significant portion of the context and practical value.

This podcast is brought to you by Pragmatic Coders. We’re here to become the world’s most effective software company.

Learn more about us: https://www.pragmaticcoders.com

In this episode of Pragmatic Talks, we explore the rise of AI Wrapper Apps — lightweight products built on top of large language models like ChatGPT, Claude, or Gemini. Together with Dariusz Tarasek, Product Owner at Pragmatic Coders, we discuss how these small but powerful apps are changing the way digital products are built and monetized.You’ll learn what an AI Wrapper really is, how developers and entrepreneurs turn existing AI APIs into real businesses, and why user experience, validation, and speed to market now matter more than pure coding. We break down the economics behind wrapper apps, their role in modern AI startups, and the thin line between a smart AI product and a scam.💡 Whether you’re a founder, product manager, or engineer, this episode gives you a pragmatic view of how to:– Build your first AI wrapper using existing LLMs– Validate product ideas before coding– Monetize AI apps through real user problems– Avoid common traps of hype-driven “get rich quick” trends– Understand how big players (OpenAI, Google, Anthropic) influence the AI wrapper ecosystem🚀 Keywords covered:AI Wrapper Apps, building AI products, AI startups, LLM applications, product management, Pragmatic Coders, no-code AI tools, OpenAI API, ChatGPT products, digital product development, micro-SaaS, AI business models.🎧 Pragmatic Talks is a podcast by Pragmatic Coders — a digital product development company that helps startups and enterprises build, launch, and scale AI-powered software with real business impact.We combine product strategy, UX design, and advanced software engineering to help innovators turn ideas into successful digital products.Our motto: “We’re here to become the world’s most effective software company.”🌐 Learn more at www.pragmaticcoders.com

In this episode of Pragmatic Talks, we sit down with Konrad Głowacki – former startup founder and software engineer at Google – to explore how artificial intelligence can truly boost your personal productivity.In this episode you will learn:- How to select and master just a few AI tools- Why context and clear expectations matter more than automation- Use cases where AI helps – and where it fails- The balance between control and delegation in AI-enhanced workflowsWhether you're experimenting with agents or trying to level up your day-to-day efficiency, this episode offers honest lessons and practical strategies from someone who's actually doing it.✨ Episodes of Pragmatic Talks are always released earlier on our YouTube channel. Subscribe to stay up to date:
👉 ⁠https://www.youtube.com/@PragmaticTalks⁠

Pragmatic Talks is powered by Pragmatic Coders – we build digital products that solve real-world problems. More than developers, we are business partners for ambitious founders. Together we turn bold ideas into working products, combining business strategy, software engineering, and cutting-edge AI capabilities.
👉 ⁠https://www.pragmaticcoders.com⁠

How can marketers truly add value in the era of AI instead of just producing noise?In this second part of our conversation, Wiktor Żołnowski continues the discussion with strategy and marketing expert Beata Mosór. They go deeper into how AI is changing not just how we create content, but how we think about marketing, leadership, and the role of human creativity in the digital age.You’ll learn:- Why AI-generated content often misses the mark- How marketers can build real value with AI as a partner, not just a tool- What skills marketing leaders need to stay relevant and strategic- Why the future of marketing teams might be smaller, more agile, and AI-augmented- How AI challenges traditional thinking around privacy, organizational design, and even purposeIt’s not just a conversation about tools — it’s a reflection on the deeper shifts reshaping modern business and society.Want to learn more about Beata Mosór’s work?https://mosor.pl/https://www.circmodel.com/https://www.linkedin.com/in/beatamosor/Learn AI-powered marketing from Beata Mosórhttps://podyplomowe.wsei.edu.pl/ai-based-marketing/

✨ Episodes of Pragmatic Talks are always released earlier on our YouTube channel. Subscribe to stay up to date:
👉 ⁠https://www.youtube.com/@PragmaticTalks⁠

Pragmatic Talks is powered by Pragmatic Coders – a product team for ambitious founders. We turn bold ideas into working products, combining business strategy, software engineering and cutting-edge AI capabilities.
👉 ⁠https://www.pragmaticcoders.com⁠

How is artificial intelligence changing the way we think about strategy and marketing in modern companies?In this episode of Pragmatic Talks, Wiktor Żołnowski speaks with Beata Mosór, a seasoned strategy and marketing expert, about how AI is reshaping business strategy, brand building, and customer engagement.You’ll learn:- What AI really means for strategic decision-making- Why marketing fundamentals matter more than ever- How leaders should rethink value propositions in an AI-driven market- And what changes are just hype vs. truly transformativeWant to learn more about Beata Mosór’s work?https://mosor.pl/https://www.circmodel.com/https://www.linkedin.com/in/beatamosor/✨ Episodes of Pragmatic Talks are always released earlier on our YouTube channel. Subscribe to stay up to date:
👉 ⁠https://www.youtube.com/@PragmaticTalks⁠

Pragmatic Talks is powered by Pragmatic Coders – a product team for ambitious founders. We turn bold ideas into working products, combining business strategy, software engineering and cutting-edge AI capabilities.
👉 ⁠https://www.pragmaticcoders.com⁠

In this episode of Pragmatic Talks, we're joined by Sebastian Druciak to explore how AI is reshaping software development and the programmer's role in the modern tech ecosystem.We cover:- What is "vibe coding," and how does it differ from traditional AI-assisted programming?- Practical uses of AI in coding—beyond just generating code.- Hands-on demo: Using advanced AI tools like Aider to boost productivity.- How AI accelerates the journey from junior to senior developer.- Why some programmers struggle with AI—and how to avoid common pitfalls.- The three essential pillars for successful AI integration: choosing the right model, crafting effective prompts, and setting context.- The future of programming: How AI will redefine developer roles and team processes.- Join us to discover actionable insights and practical advice on effectively leveraging AI to enhance your coding skills and productivity.For the Polish audience, Sebastian mentioned he’s working on a new AI course. Here’s a quick preview of what it covers:- Understanding how AI works – Learn how to balance prompts, models, and context.- Tools – Level up your workflow with AI-powered solutions.- Library – Access ready-to-use flows, snippets, and prompts to get the most out of AI.If you’re interested in joining the waitlist or want more details, follow this link: https://www.programujz.ai/Don't forget to subscribe to our channel for more insightful Pragmatic Talks episodes!Pragmatic Talks is powered by Pragmatic Coders – a product team for ambitious founders.We turn bold ideas into working products, combining business strategy, software engineering and cutting-edge AI capabilities.👉 https://www.pragmaticcoders.com00:00:00 Intro00:00:21 How AI Helps Developers in Daily Work00:00:47 What is "Vibe Coding"?00:01:32 Vibe Coding vs. AI-Assisted Programming00:03:03 Limitations and Risks of Vibe Coding00:04:36 How AI Accelerates Software Development00:06:14 Key Areas Where AI Supports Developers00:07:03 Using AI in Code Reviews and CI/CD00:07:58 Popular AI Coding Tools: GitHub Copilot00:08:38 Advanced AI Coding with Aider (Demo)00:16:01 Will AI Replace Developers?00:17:06 Learning to Code with AI vs. Traditional Methods00:18:57 Why Some Developers Struggle to Adopt AI00:23:46 Three Pillars of Effective AI Coding: Model, Prompt, Context00:31:01 Importance of Communication and Problem Definition00:34:58 Boosting AI Efficiency00:38:42 How AI Changes the Role of Developers00:42:05 AI coding practices00:46:50 Course: Mastering AI-Assisted Development00:48:12 Outro

✨ Episodes of Pragmatic Talks are always released earlier on our YouTube channel. Subscribe to stay up to date:
👉 ⁠https://www.youtube.com/@PragmaticTalks⁠

Pragmatic Talks is powered by Pragmatic Coders – a product team for ambitious founders. We turn bold ideas into working products, combining business strategy, software engineering and cutting-edge AI capabilities.
👉 ⁠https://www.pragmaticcoders.com⁠

Are AI agents the next big step in automation? 🤖In this episode of Pragmatic Talks, we explore what AI agents are, how they work, and how they differ from traditional workflows. Together with Jacob Pruszyński, Senior Developer and AI Specialist at Pragmatic Coders, we break down the core components of AI agents, their ability to make decisions, and how they interact with external tools and data.Key topics covered:✅ What are AI agents, and how do they differ from regular software?✅ How do AI agents learn, adapt, and make decisions?✅ The role of LLMs (Large Language Models) in AI agents✅ Practical examples of AI agents in business and everyday life✅ Tools and frameworks for building your own AI agent✅ Security, data privacy, and infrastructure considerationsWhether you're a developer, business leader, or simply curious about AI's impact on the world, this episode will give you a clear understanding of how AI agents are transforming industries and workflows.

✨ Episodes of Pragmatic Talks are always released earlier on our YouTube channel. Subscribe to stay up to date:

👉 https://www.youtube.com/@PragmaticTalks

Pragmatic Talks is powered by Pragmatic Coders – a product team for ambitious founders.We turn bold ideas into working products, combining business strategy, software engineering and cutting-edge AI capabilities.

👉 https://www.pragmaticcoders.com

Are we on the brink of a new paradigm in software development, or has the change already begun? In this episode, Wiktor Żołnowski takes us on a journey through the evolution of creating software—from the rigid days of punch cards to the dynamic challenges of today.

Join us as we explore the revolutions that shaped modern IT, including the rise of Agile and Scrum, and look ahead to the powerful forces of Artificial Intelligence and hyper-personalization that are reshaping the industry right now.

In this episode, you will learn about:

• A brief history of software development, from the 1960s to today's frameworks.

• Why Agile and Scrum revolutionized IT and what challenges they face now.

• How Artificial Intelligence is fundamentally changing development and project management.

• The rise of hyper-personalization and tailoring software to individual user needs.

• The future of IT: exploring the changing roles for developers and UX specialists.

Tune in to understand the challenges and opportunities we face in this new era of software development.

How do you ensure your team's projects deliver real business value instead of just wasting time and resources? In this episode, we welcome back the brilliant Gojko Adzic to discuss Impact Mapping – a powerful strategic planning technique he helped develop.

Originally created to prevent common pitfalls in IT projects, Impact Mapping has become a vital tool for any team focused on making a tangible impact. Gojko shares practical examples and explains how this method helps align efforts with business goals by focusing on measurable changes in user behavior.

In this episode, you will learn:

• The origins and core idea behind Impact Mapping.

• A step-by-step guide on how the technique works.

• Common mistakes teams make and how to avoid them.

• Practical, real-world examples of Impact Mapping in action.

• How to apply these principles in fields beyond software development.

• What to do when you can't figure out how to influence user behavior.

• Techniques that perfectly complement Impact Mapping for even better results.

Tune in to discover how to make better decisions, eliminate waste, and ensure your team's hard work truly matters.