NO SILVER BULLET

Three Dots Labs
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Dec 10, 2025 • 55min

DDD: A Toolbox, Not a Religion

Full episode notes: ⁠https://threedots.tech/episode/ddd-toolbox-not-religion/Quick takeawaysDomain complexity matters more than technical complexity - Most projects fail not because of technical challenges, but because they don’t handle the business domain well.DDD is a toolbox, not a religion - You don’t need to use every pattern from Domain-Driven Design. Pick what solves your actual problems.Start with the domain model - Understanding how the business works is more important than designing the perfect schema.Avoid solving imaginary problems - Spending months on frameworks or platforms before building actual features often leads to wasted effort.Strategic patterns are essential for everyone - Even if you don’t use tactical DDD patterns, thinking about core domains and module boundaries matters in every project.In this episode, we discuss why software projects become legacy code that nobody wants to touch.We talk about how Domain-Driven Design can help, but also why it’s often misunderstood or overused.Instead of treating DDD as an all-or-nothing approach, we suggest to use the ideas pragmatically - picking the patterns that solve real problems in your project.We share stories to show how focusing on domain complexity rather than technical complexity leads to better software.
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20 snips
Nov 26, 2025 • 1h 6min

Becoming a Product Engineer: First Steps

Discover why software projects often lag in corporate settings compared to side hustles. Hear how developers are sometimes trapped in roles where they lack understanding of the bigger picture. Learn about the frustrating effects of incomplete specs and the 'golden cage' mentality hindering collaboration. Dive into practical techniques like Event Storming to enhance teamwork and communication. Plus, find out why engaging with product decisions can boost your career and how to break away from the 'coding monkey' mindset.
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Nov 25, 2025 • 45sec

Season 2 Trailer

After the summer break, we're back with a new season of No Silver Bullet. New episodes every second Wednesday.
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Jul 3, 2025 • 1h 22min

AMA #1: Go and AI, Clean Architecture, Learning, Event-Driven

Discover how Go is revolutionizing AI development with its concurrency advantages. Learn about Clean Architecture and the philosophy of adding complexity only when necessary. Explore the ease of career transitions within tech and the importance of internal relationships. Dive into Go's duck typing for defining interfaces that enhance code quality. Understand best practices for managing timeouts in distributed systems. Plus, get insights on the evolving landscape of programming languages and the role of high-level knowledge in career advancement.
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Jun 26, 2025 • 1h 28min

How to Create PRs That Get Merged The Same Day

Discover how to transform your pull request process for quick merges! Learn why smaller PRs are essential to avoid review bottlenecks. Unearth the hidden benefits of knowledge sharing during code reviews. Explore practical strategies for breaking down features into manageable pieces for efficient team collaboration. Plus, find out the significance of self-reviewing and fostering a culture that values timely feedback. Say goodbye to lengthy waits and hello to smoother code integration!
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9 snips
Jun 5, 2025 • 1h 25min

Event Driven Architecture: The Hard Parts

Event-driven architecture (EDA) offers scalability, but it’s fraught with challenges. The importance of observability can't be overstated, as debugging without proper tracing is a nightmare. Beware of over-engineering; sometimes a simple synchronous system may suffice. The outbox pattern emerges as a pragmatic solution for data consistency. Designing events carefully is crucial, balancing between specificity and complexity, while robust error handling ensures reliability. The discussion dives deep into managing complexities like message ordering and unprocessable messages.
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May 29, 2025 • 1h 27min

Synchronous vs Asynchronous Architecture

Dive into the fascinating debate between synchronous and asynchronous architecture! Discover why synchronous methods are easier for beginners, while asynchronous options boost scalability and resilience. Learn about the power of message brokers for decoupling systems and enhancing error handling. Explore the complexities of observability in asynchronous environments and the importance of effective design. Plus, get insights on mastering CQRS, simplifying messaging for beginners, and balancing architectural choices to optimize your systems!
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May 15, 2025 • 1h 4min

Watermill: from a hobby project to 8k stars on GitHub

Discover how a side project turned into an open-source success as Watermill gathers 8,000 GitHub stars. Learn why solving real problems is key to project growth and how minimal breaking changes build trust with users. The importance of community engagement and effective promotional strategies, like conferences and blog posts, is emphasized. Also, explore the vital role of real-world examples in documentation and how patience is essential for achieving recognition in the open-source space.
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4 snips
May 1, 2025 • 1h 34min

Unpopular opinions about Go

In this discussion, simplicity in Go is scrutinized, revealing that complex applications demand thoughtful design patterns. The hosts argue that reading the standard library can mislead beginners, and prefer using router libraries for better functionality. They debate the merits of struct-based configuration over the optional pattern, advocating for clear documentation. The conversation also challenges the excessive use of channels and goroutines, emphasizing that concurrency should be applied judiciously. Finally, they explore the practicalities surrounding generics and error handling, highlighting key misconceptions.
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9 snips
Apr 17, 2025 • 1h 27min

Learning Software Skills fast: what worked for us best in the last 15 years

Dive into the art of rapid software learning! Discover why practical experience beats theoretical knowledge every time. Embrace the frustrations that come with tackling real projects, as they're crucial for growth. Learn the importance of timeless skills over fleeting trends and explore the power of mentorship. The speakers also discuss how AI is reshaping education and emphasize the value of writing in tech. Tune in for insights on balancing theory and practice while navigating the complexities of software engineering!

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