https://blog.davman.dev/blog Human Readable is where I try to make sense of code, systems, and the occasional existential bug. It’s a calm corner for developers who love clean architecture, coffee, and the art of not overengineering life. en-us davemanufor@gmail.com (David Manufor) davemanufor@gmail.com (David Manufor) Thu, 11 Jun 2026 00:00:00 GMT https://blog.davman.dev/blog/the-mountain-is-you-two-things-i-keep-coming-back-to https://blog.davman.dev/blog/the-mountain-is-you-two-things-i-keep-coming-back-to Two ideas that have been sitting with me: why your emotional reactions are usually just a story you made up, and why waiting for a "big bang" breakthrough is a trap. Your outcomes are governed by quiet, invisible micro-shifts, not sudden moments of passion. Thu, 11 Jun 2026 00:00:00 GMT davemanufor@gmail.com (David Manufor) developer growthpersonal developmentreflection https://blog.davman.dev/blog/fail-from-effort-not-from-absence https://blog.davman.dev/blog/fail-from-effort-not-from-absence A short section of 'The Mountain Is You' got me thinking about how often we let the fear of failure stop us from starting. But not starting isn't standing still — the world keeps moving, with or without you. Mon, 01 Jun 2026 00:00:00 GMT davemanufor@gmail.com (David Manufor) personal developmentreflectionresilience https://blog.davman.dev/blog/ive-been-reading-a-book-that-wont-let-me-off-the-hook https://blog.davman.dev/blog/ive-been-reading-a-book-that-wont-let-me-off-the-hook I picked up 'The Mountain Is You' expecting a casual read. Instead, it's had me interrogating my own patterns — why I don't follow through, why I wait for perfect, and why I sit in my own feelings without actually understanding them. Three reflections that have been sitting with me. Wed, 27 May 2026 00:00:00 GMT davemanufor@gmail.com (David Manufor) reflectionpersonal development https://blog.davman.dev/blog/learning-machines-what-learning-actually-means https://blog.davman.dev/blog/learning-machines-what-learning-actually-means For years, I wrote code by telling the computer exactly what to do. Shifting to machine learning means letting the data write the rules. This post explores what 'learning' actually means in code, using Tom Mitchell's equation and the supervision taxonomy. Tue, 26 May 2026 00:00:00 GMT davemanufor@gmail.com (David Manufor) machine learningbuild in publicdeveloper growthreflection https://blog.davman.dev/blog/learning-machines-why-im-rebuilding-my-ml-foundations-in-public https://blog.davman.dev/blog/learning-machines-why-im-rebuilding-my-ml-foundations-in-public I've been using AI without truly understanding it — calling APIs, fine-tuning models, shipping features powered by things I couldn't fully explain. That gap has started to bother me. This is the first post in Learning Machines, a series where I rebuild my ML and AI foundations from scratch and share the process as I go. Tue, 26 May 2026 00:00:00 GMT davemanufor@gmail.com (David Manufor) machine learningbuild in publicdeveloper growthreflection https://blog.davman.dev/blog/how-i-broke-a-year-long-plateau https://blog.davman.dev/blog/how-i-broke-a-year-long-plateau A reflection on breaking a personal plateau. I’ve always believed in constant growth, but I realized I had stalled. I thought sharing my journey publicly would be easy. I was wrong. Here’s the honest story of why I stepped out of my comfort zone, what I underestimated about the process, and the unexpected personal clarity I found along the way. Fri, 31 Oct 2025 00:00:00 GMT davemanufor@gmail.com (David Manufor) reflectionpersonal developmentbuild in public https://blog.davman.dev/blog/simplicity-scales https://blog.davman.dev/blog/simplicity-scales Every developer wants to build systems that last. But longevity doesn’t come from complexity, it comes from clarity. I’ve come to realize that readable, intentional code outlives clever abstractions and clear thinking makes teams and software scale better. Mon, 20 Oct 2025 00:00:00 GMT davemanufor@gmail.com (David Manufor) reflectionsoftware development https://blog.davman.dev/blog/welcome-to-human-readable https://blog.davman.dev/blog/welcome-to-human-readable Welcome to Human Readable — a calm corner for developers who love clean architecture, coffee, and the art of not overengineering life. Here’s why I started this blog, what it means to me, and why it’s as much about growth as it is about code. Sun, 19 Oct 2025 00:00:00 GMT davemanufor@gmail.com (David Manufor) developer growthreflectionpersonal development