Hey there — I’m Eric Aguayo!
Welcome to my corner of the web!
I’m a software developer by trade and a trail runner at heart. Whether I’m shipping code or climbing mountain trails, I’m all about pushing limits and exploring new frontiers.
Right now I’m focused on AI engineering for real businesses — building automated harnesses and turnkey AI chatbots that help SMEs through their agentic transformation. Alongside that, I’m building tools to help myself and others upskill, like Quiz Generator.
A couple of passion projects are simmering on the back burner: one to help endurance athletes reach their potential by collecting and analyzing their training data — seeded by my Garmin Nutrition Logger App, which I already use for my own analysis — and another to make learning Math, Coding and ML more approachable and fun. Other work has taken priority for now, but I fully intend to circle back to them.
This blog is where I share my journey — from tech experiments to trail adventures — and everything in between. If you’re into innovation, endurance, or just curious about blending code with the great outdoors, you’re in the right place.
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Latest Posts
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Beyond the Hype: Why Foundations Outperform "Vibe Coding."
Is your AI strategy built on solid engineering or just lucky prompts? Discover why understanding the math behind the models is the only way to build production-ready AI that scales without the "noise" of the latest trends. -
Multi-Agent Systems: Architectural Lessons from the Great Tomb of Nazarick
Is your AI being too "loyal" to be useful? Explore why the "10,000-year plan" in Overlord is actually a masterclass in AI Sycophancy and how to manage the "Cold Logic" of autonomous Multi-Agent Systems. -
Why Your "Perfect" Spec Files Are Making Your AI Agents Worse
Is your AI agent hallucinating despite your detailed specs? More context isn't always better. Learn why keeping your spec files lean and delegating to specialized agents is the only way to scale specs-driven development without the "context bloat" trap. -
From Synthesizer to Supervisor: The Sovereign Architect in the Age of Agentic Workflows
The age of the "coder" is over; the age of the Architect has arrived. As AI moves from basic autocomplete to autonomous agentic workflows, the role of the Senior Engineer is shifting from writing logic to auditing intent. Are you prepared to manage a team of synthetic contributors, or will your codebase succumb to architectural drift? -
Stop Prompting Pixels, Start Coding Images
Discover why treating images as code, not pixels, is the future of design. Learn how SVG and vector-based workflows provide superior control, scalability, and performance compared to AI-generated raster images.
