Beyond Code
Thoughts on full-stack product engineering, product thinking, and the craft behind real-world software.
No AI slop.
16 articles
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- ai
- agentic-workflow
- engineering
- entrenolibre
- claude-code
- 9 min
From Developer to Director: Leveling Up My Agentic Workflow in EntrenoLibre
I implemented the agentic coding practices from a video that changed how I work with AI, and now I run a small fleet of agents instead of typing every line myself. Here is what actually changed in EntrenoLibre.
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- ai
- product
- engineering
- entrenolibre
- llm
- 9 min
Shipping an AI coach into a live tennis match: speed, guardrails, and knowing when to stop talking
What building the Match Flow AI coach taught me about putting LLMs in front of the public — where latency, cost, abuse, and human emotions are all part of the spec.
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- ai
- observability
- product
- engineering
- entrenolibre
- 8 min
10 Lessons I've Learned by Implementing AI and Observability in EntrenoLibre
Shipping AI features in a real product with real users, forms, analytics, failures, and monitoring is a different story. Here are 10 lessons from implementing AI coaching, observability, and security in EntrenoLibre.
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- career
- frontend
- scale
- 3 min
What contributing to a global-scale religious platform taught me about high standards and love
Working on a cross-platform rewrite serving 1,000+ languages and tens of millions of users changed how I think about code quality, engineering standards, and what it means to build software people actually feel.
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- founder
- sports
- 3 min
EntrenoLibre: from startup recognition to a clearer product
EntrenoLibre started as a broader sports-tech startup and later evolved into a more focused platform for sports event organization, live results, and community visibility.
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- career
- founder
- 4 min
Building RusticIT across countries, clients, and disciplines
RusticIT started as a distributed digital services company working with clients across multiple countries, blending software development, design, mobile apps, and content creation into one practical execution team.
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- OSS
- Rust
- 3 min
Open source Rust contributions with leptos-use
Coming back to Synphonyte to contribute to leptos-use gave me a public way to prove my Rust skills through open source work in the Leptos ecosystem.
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- founder
- Rust
- 3 min
rusti.codes: turning Rust learning into a product
rusti.codes started from a simple idea: use daily Rust coding challenges to help developers sharpen their problem-solving skills and prepare for technical interviews in a more consistent way.
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- social media
- Rust
- 3 min
When a Rust post went mini-viral
A simple LinkedIn post about learning Rust unexpectedly reached far beyond my usual audience and became a small but meaningful signal in my journey into the Rust ecosystem.
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- career
- remote
- entertainment
- 3 min
From medical imaging to streaming recommendations
After working on advanced medical imaging software for a German company, I joined Ranker to work on Watchworthy, a US consumer app focused on helping people discover what to watch across hundreds of streaming services.
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- career
- remote
- healthcare
- 4 min
Building advanced dental imaging software on the web
At Synphonyte, I helped design and lead the development of Canaray Voxel, a Three.js and Vue-based web application for high-resolution dental and craniofacial scan analysis, collaborative workflows, and clinical reporting.
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- career
- healthcare
- 5 min
Designing a safe merge workflow for patient records in a live public health system
One of the hardest challenges I worked on in municipal health software was designing and implementing a safe workflow to detect, review, and merge duplicated patient records without downtime or data loss.
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- career
- healthcare
- 3 min
Building public health tools for citizens, not just for systems
Some of the most meaningful software I worked on in municipal government was not only about internal processes. It was about creating public tools that helped citizens navigate care more clearly and access services more easily.
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- speaker
- career
- healthcare
- 2 min
What presenting health information systems taught me about real-world software
In 2016, presenting work on health information systems helped me see software in a different way: not as isolated features, but as infrastructure that affects real people, real workflows, and real decisions.
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- LSA
- 2 min
Before software became my whole world, I was translating it
How an early experience as a sign language interpreter shaped the way I think about communication, accessibility, and building software for real people.
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- student
- LSA
- 2 min
Before product, frontend, and engineering platforms, there was accessibility
One of my earliest experiences with software was helping build accessibility-focused tools for people with disabilities — an experience that shaped how I think about communication, inclusion, and real-world product design.
