I’m David Acosta — an Oracle HCM professional, AI infrastructure builder, and the person behind Augmented Resilience.

Here’s what I’ve noticed: most people are told AI will make them more productive, but almost nobody is shown how. Studies show that while workers report massive individual productivity gains, 95% of organizations see zero ROI from their AI investments. The gap isn’t the technology — it’s the workflow. Companies bolt AI onto broken processes and wonder why nothing changes.

I started Augmented Resilience because I wanted to close that gap — not with theory, but by showing my work. Every post documents real workflows solving real problems with real stakes. How I use AI to manage a heavy ticket load. How I built a deployment pipeline from Obsidian to a live site in one command. How I’m using these same tools to build side projects, learn AI Security, and become proficient in AI engineering.

This isn’t a tool review site. There are no “top 10 AI apps” listicles here. What you’ll find is a documented journey — one person using AI to punch above their weight class, sharing every system, prompt, and template along the way so you can do the same.

If you’re an everyday worker trying to figure out how AI actually fits into your job and your life, you’re in the right place. Welcome.

Get in touch: