DevOpsDays Rockies 2026

Omari Gaskins Jr

Omari Gaskins Jr. is the creator of DocuSOR, the first platform providing coding agents with verified context reducing token costs while increasing token usage. As a Software Engineer at JPMorgan Chase for the last 5 years, he has worked on hundreds of different applications, with on prem and public cloud integrations, managing the scale that comes with working for a large global enterprise.


Social Media

https://linkedin.com/in/ogjr


Session

09-23
11:15
5min
Context Validation: Doc Testing and the Missing AI infrastructure Layer
Omari Gaskins Jr

Documentation is one of it not the most neglected spaces in software engineering. We refuse to take care of it but everyone can relate to the frustration of needing up to date docs when it matters but they haven’t been updated or tested for correctness in years.

READMEs, onboarding guides, and operational runbooks are often treated as static artifacts. Over time they drift from reality — even as the platform itself evolves. However, as we incorporate LLMs and coding agents directly into our environments, the very same docs that we haven’t cared about, are the exact context agents are using to build our apps.

In this talk, I’ll explore documentation as an unverified surface within Internal Developer Platforms, and explain why context retrieval and compression, are only two parts of a 3 legged stool .

We’ll cover:
• Why documentation drift increases cognitive load and support tickets
• Why unverified docs as context lead to unnecessary spending
• Why valid and up to date docs against the system they are for is no longer a nice to have but a systemic necessity
• What time and money is saved when shifting left the responsibility of validation from the agents.

Ignite Talks
Main Stage