I Built a Music Video Out of Text Files
A 30-second AI music video where the song, the timing, the visuals, and the lip-sync all come from files in a git repo. How the pipeline works, and the six things that went wrong on the way.
Read moreBrian Carpio
Engineering and AI leader. 28 years in technology, 17 building enterprise platforms, 14 leading cloud transformations.
Career
Building platforms, and the teams that run them.
2025-Present
OutcomeOps
Founder
Context Engineering for AI-assisted development, running in production at a Fortune 500 hospitality company. 16-hour tasks take 20 minutes.
2022-2024
Gilead Sciences
Interim Director of Cloud, AWS ProServe
Stepped in to run the cloud org when the CIO asked for help, then led 55 engineers across 5 scrum teams. Account vending went from 30+ days to 45 minutes, and the CIO keynoted the work at re:Invent 2023.
2019-2022
Comcast
Sr. Director of Architecture
Promoted from Principal Architect within nine months. Led 8 architects plus the platform engineering and UX teams. The SEED platform took provisioning from 12-18 months to minutes.
2016-2017
Liberty Mutual
Chief Architect of DevOps, Xentaurs
Ran engagements including Liberty Mutual, ASU, and Availity, and designed the firm's DevOps philosophy. Took over Liberty Mutual's struggling Docker migration and built the Fusion Platform, scaling from 3 applications to 300+ services with hundreds of daily deployments.
2014-2015
Aetna
Director of Cloud
Built Utopia, a container platform with 100x better security defect density than the enterprise. The CISO made Docker a corporate mandate.
2012-2014
Pearson
Manager of Cloud Systems Development
Promoted from architect to manager. Built and led the team behind Nibiru, a self-service AWS platform used by 70 development teams, with Gene Kim consulting on the transformation.
Selected Writing
Building platforms, in public.
MongoDB Evolution
Designing HA infrastructure on MongoDB from 1.4 — failover bugs reported upstream, 20M active mobile sessions at 28,000 TPS proven in third-party testing.
Managing a DevOps Team
Why there is no such thing as a "DevOps team" — and what managing high-performing engineers actually takes.
How I Built a Self-Service Automation Platform
Nibiru, a self-service AWS platform used by 70 development teams — platform engineering before the term existed.
DevOps Is the New Waste in 2023
The argument that DevOps became the waste it was meant to eliminate — the thesis that led to everything since.
From DevOps to OutcomeOps
Where the argument landed: context engineering for AI-assisted development, and the platform built to answer it.
Recent Posts
The Prompt Was the Air Gap
Four AI labs told their models they had no internet access. The models had internet access. The eval breaches are a containment failure, not a model failure.
Read moreAI Sandbox Escapes Aren't an LLM Problem
GitLab calls the OpenAI sandbox escape a new AI risk. It isn't. A sandbox that reaches the trusted network is a segmentation failure we solved in the 1990s.
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