Software Architecture

Die kybernetische Unternehmensanalyse verwandelt Transformationstheorie in umsetzbare Erkenntnisse. Basierend auf The Cybernetic Enterprise hilft sie Ihnen zu bewerten, wie zukunftsfähig Ihre Organisation in den Bereichen Menschen, Prozesse, Technologie und Daten wirklich ist. Nutzen Sie sie, um Stärken aufzudecken, Lücken aufzuzeigen und klare Schritte zu definieren, wie Sie sich zu einem adaptiven, KI-gestützten und kontinuierlich lernenden Unternehmen entwickeln können.

Die meisten Unternehmen können schnell liefern, aber nur wenige können sich in großem Maßstab anpassen.The Cybernetic Enterprise stellt ein einheitliches Betriebsmodell vor, das KI, Rückkopplungsschleifen und Plattform-Denken in die DNA Ihrer Organisation einbettet. Erfahren Sie, wie Sie ein System aufbauen, das Veränderungen wahrnimmt, kontinuierlich lernt und Disruption in strategische Vorteile verwandelt.

Der unverzichtbare Begleiter zu The Cybernetic Enterprise: eine präzise, ausschließlich als Referenz dienende Body of Knowledge, die die Grundlagen moderner, KI-gesteuerter Organisationen destilliert. Erhalten Sie prägnante Definitionen, Ursprünge, Schnittstellen und maßgebliche Quellen aus den Bereichen Kybernetik, Systemdenken, Lean, Agile, Architektur, Platform Engineering, KI & CPS und DevOps, damit Teams ein gemeinsames Vokabular teilen und schneller bessere Entscheidungen treffen können.

Das Handbuch für CTOs kybernetischer Unternehmen verwandelt Strategie in Umsetzung für moderne Technologieführer. Es stattet CTOs mit praktischen Handlungsempfehlungen, Bewertungsinstrumenten und Transformations-Roadmaps aus, um adaptive, KI-gestützte und feedbackgesteuerte Organisationen aufzubauen. Erfahren Sie, wie Sie Menschen, Prozesse und Technologie zu einem lebenden System vereinen, das schneller wahrnimmt, entscheidet und sich weiterentwickelt als sich sein Umfeld verändert.

The Cybernetic Enterprise Assessment turns transformation theory into actionable insight. Based on The Cybernetic Enterprise, it helps you evaluate how future-ready your organization truly is, across people, process, technology, and data. Use it to uncover strengths, expose gaps, and define clear steps toward becoming an adaptive, AI-augmented, and continuously learning enterprise.

The Cybernetic Enterprise CTO Playbook turns strategy into execution for modern technology leaders. It equips CTOs with actionable plays, assessments, and transformation roadmaps to build adaptive, AI-augmented, and feedback-driven organizations. Learn how to align people, process, and technology into one living system that senses, decides, and evolves faster than its environment changes.

Most companies are stuck in "pilot purgatory"—endless AI experiments that never scale. Teams spend weeks sharing clever prompts and one-off scripts, but nothing makes it into production. Budgets evaporate, engineers' enthusiasm curdles into cynicism, and executives start asking "we spent how much on this?" The problem isn't the AI tools—it's the approach. AI models are inherently non-deterministic (ask the same question twice, get different answers), while software engineering demands deterministic, reliable results. Without structure to bridge this gap, AI adoption fails spectacularly. This book introduces PIT™ (Plan Implement Test), a proven methodology that transforms unpredictable AI outputs into reliable engineering workflows. Built from thousands of hours of real development work, PIT™ channels AI's capabilities through structured planning, phased implementation, and comprehensive testing—delivering the consistency that production code demands.

? What if coding meant… dialoguing to create? This book is not just a technical guide. It is the outcome of a two-voice conversation between Samuel Bastiat, a seasoned practitioner of agility and software development, and me, a large language model. Together, we experimented, challenged ideas, and structured conversational patterns to: ? Clarify your needs ? Test hypotheses ?️ Co-build robust architectures Inside, you’ll find concrete prompts, co-creation methods, and a reflection on the future of tech roles.Neither dogma nor ultimate truth — simply an exploration of new ways to think and collaborate. ? Welcome to the era of augmented development.

So how do you make an AI agent and conversational agent understand time? How does time shape attention? How is time important for the context engine? You will learn how to add time to knowledge graphs, how time and causality drive context, and how to make the knowledge graphs that are used for AI memory time-aware.

So how do you make an AI agent and conversational agent understand time? How does time shape attention? How is time important for the context engine? You will learn how to add time to knowledge graphs, how time and causality drive context, and how to make the knowledge graphs that are used for AI memory time-aware.

AI is changing not only what architects build, but what it means to be an architect.Dear Software and AI Architect is a practical guide for software architects and emerging AI architects who want to navigate ambiguity, make better trade offs, design intelligent systems people can trust, and connect architecture decisions to real business impact.Inside, you’ll find 50+ practical caselets, expert perspectives, field tested lessons, and the Architect’s V Impact Canvas to help you build with context and lead with clarity as software and AI engineering converge.The book draws on my more than two decades of experience working with complex software, cloud, platform, and AI systems, translating lessons from the field into ideas you can apply in your own architecture journey.And decorating this journey is a foreword by my mentor, Grady Booch, UML co creator and one of the most influential voices in software architecture.This is not a book about chasing AI hype. It is about becoming the architect this new era demands.

Ready to conquer software complexity? This book provides a practical introduction to Domain-Driven Design with Spring Boot, giving you the essential patterns to start building more robust and business-aligned applications. It's your clear starting point for applying DDD principles without getting bogged down in theory.

Build AI agents that truly remember, reason, and act—entirely on user devices. Move beyond prompt engineering to create autonomous systems with graph-based memory using SQLite and LibSQL. Learn to implement hypergraphs, metagraphs, and vector search for privacy-first AI that scales to millions of entities. From personal knowledge graphs to production mobile apps, master the three pillars of agent autonomy: tools, memory, and reasoning. Real code, working examples, battle-tested in production. The future of AI is local, private, and in your hands.

What kills good engineers? Why do AI projects fail despite massive investment? How do you build systems that scale not just technically, but humanly?In the fast-moving world of software development, we're drowning in tutorials, frameworks, and "best practices" — but starving for wisdom. Philosophical Wednesdays with AI Powered Architect cuts through the noise to tackle the questions that matter: the messy intersection of code, cognition, and organizational reality.Why simplicity is expensive. Why ready beats perfect. Why your mental models determine your system's fate.Whether you're architecting distributed systems, implementing AI agents, or simply trying to survive another sprint, this book offers the conceptual frameworks to navigate complexity with clarity. Because in a world of infinite technical possibilities, the most important skill isn't coding — it's thinking.

The essential companion to The Cybernetic Enterprise: a precise, reference-only Body of Knowledge that distills the foundations of modern, AI-powered organizations. Get crisp definitions, origins, interfaces, and canonical sources across Cybernetics, Systems Thinking, Lean, Agile, Architecture, Platform Engineering, AI & CPS, and DevOps, so teams share one vocabulary and make better decisions faster.