Code coverage tells you what code has been touched. Spec coverage tells you what intent has been verified. In the era of intent-based programming, it's time to stop measuring tests by lines of code and start measuring them by meaning.
Ben Houston • April 27, 2025
How TanStack Router runs beforeLoad and loader functions, what data each one can see, and where slow route work belongs.
Ben Houston • April 7, 2025
Optimize your README.md files to empower both human developers and AI coding assistants alike.
Ben Houston • March 28, 2025
My home network now runs on 3Gbps fiber, 10G switching, and NVMe storage. The useful lessons came from the mistakes: too few Ethernet drops, the wrong 10G transceivers, and underestimating WiFi coverage.
Ben Houston • March 27, 2025
AI coding assistants are excellent at generating tests with high coverage. But there is often a critical problem: they are testing that code behaves as written, not as intended. This "Test Theater" creates a dangerous illusion of quality while providing almost no real protection against bugs.
Ben Houston • March 25, 2025
Learn how to develop 3D web applications that work reliably across all devices using real-world browser capability data from Web3DSurvey.com with a practical two-tier development strategy.
Ben Houston • March 24, 2025
Exploring the simplest possible implementation of an agentic coder using just 200 lines of TypeScript, demonstrating foundational concepts clearly and concisely.
Ben Houston • March 21, 2025
How to build an autonomous agentic coder that leverages advanced LLMs to transform software development. A talk given at the Ottawa Forward JS meet-up.
Ben Houston • March 20, 2025
As AI dramatically reduces software development costs, we need to rethink our approach to code. Software is becoming ephemeral - easily replaced rather than maintained. This paradigm shift means optimizing for current needs instead of hypothetical futures.
Ben Houston • March 17, 2025
AI agents are moving beyond IDEs into full automation of coding workflows. Discover how integrating agentic coding into GitHub Actions can streamline software development -- turning issues into PRs and automating documentation, tests, and even code reviews, all through simple GitHub comments.
Ben Houston • March 13, 2025
Adding GitHub Mode to MyCoder has radically improved my productivity, making my agentic coder feel like a true team member. By leveraging GitHub for task tracking, pull requests, and CI/CD feedback, I’ve seen a 3x to 5x boost in development efficiency.
Ben Houston • March 7, 2025
Adapting your codebase to match AI coder assumptions doesn't just help AI -- it uncovers hidden complexity, ultimately benefiting human developers.
Ben Houston • March 6, 2025