AI needs more uncertainty
AI has a confidence problem. Human intelligence was shaped by an uncertain world, and uncertainty is exactly the ingredient AI is missing.
The blog · since 2015
Essays, playbooks and field notes from our CTOs, architects and leads. Written for people shipping real product.
AI has a confidence problem. Human intelligence was shaped by an uncertain world, and uncertainty is exactly the ingredient AI is missing.
Explore the essentials of cross-platform mobile app development. Learn about design, feature parity, performance, and user experience across iOS and Android with insights on React Native and Flutter. Optimize your development process with key tips on app stores and integration.
We discuss the challenges of using PHPStan at its strictest level for type checking, particularly with 'mixed' types. It explores solutions like using strval() and creating custom functions, but ultimately, the author opts to lower PHPStan's strictness due to complexity, ending with mixed feelings.
Implementing a malware scan for file uploads using ClamAV on DigitalOcean, this post details setting up a pragmatic solution despite infrastructure limitations. It covers the initial approach, technical setup, challenges, and potential improvements for a secure file-handling system.
Learn when your startup is ready to scale: signs include increased workloads, strained leadership, skill gaps, and declining quality. Discover the role of CTO coaching and external guidance from madewithlove for successful growth and innovation.
Transform code reviews from a bottleneck to a team effort. Balance quality and productivity by engaging everyone in reviews, automating minor checks, and fostering a culture of code quality. Make your reviews sustainable now.
Will AI take over our jobs? Should we, as software developers, be using AI? How should I use AI in my job? How will this all evolve? Here's my personal findings on the topic.
In discussions with non-tech managers, buzzwords often mask understanding. My view: use tech pragmatically, focusing on proven tools. Innovation matters, but clarity and long-term stability are key. Managers should demystify tech jargon and ensure meaningful application.
This post delves into the Command Bus pattern, highlighting its use in software architectures and Laravel implementation. It covers commands as user actions, command handlers, and the Command Bus for execution, emphasizing the pattern's role in simplifying and maintaining code structure and logic.
Explore the dilemma between hiring full-stack versus specialized developers in SaaS. Understand when to choose versatility or deep expertise for your project's success.
Explore the distinctions and advantages of native, hybrid, and cross-platform mobile apps to make an informed choice for your business. Understand the impact on performance, user experience, security, and development costs to select the right technology stack for your mobile app project.
The software release journey is transformative. While CI/CD excels in fast-paced environments, it's not a universal fit. Discover alternatives to deploying continuously, balancing innovation with meticulous care.
Value objects are a common occurrence in domain driven design but are they always the best choice? In this article we’ll dive into a real situation where we consider the usage of a data transfer object.
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