# Zardot CTO Says More Than 80% of Software Workers May Face Career Crisis

By Sonny Jang

Canonical URL: https://www.tokenpost.com/news/people/28766
Published: 2026-10-09T06:46:04.000Z
Updated: 2026-10-09T06:46:04.000Z
Section: People

> Obie Fernandez said AI tools can handle requirements, coding, testing, documentation and Jira tasks, increasing the importance of judgment and problem selection.

Zardot CTO Obie Fernandez said more than 80% of software-development workers may face a career crisis as artificial intelligence handles a growing range of tasks, including requirements, coding, testing, documentation and Jira work.

Fernandez, who has more than 30 years of software experience, described employees who mainly translate instructions between managers, engineers and software systems as “Meat Proxies.” He said the economic value of that work may decline as AI becomes better at converting business demands into executable tasks.

Fernandez described a recent test involving an unfamiliar codebase. After entering a broad criticism of the code and its architecture, he said the AI system Fable identified technical debt, including weak test coverage, oversized objects and unused code. Fable then removed some unnecessary code and drafted a pull request.

Fernandez said he next asked Claude, connected to Jira through the Model Context Protocol, to organize the work into epics and stories. Claude created five epics before the engineer involved stopped the process.

Over the past several months, Fernandez said he had delegated about 75% to 80% of the coding work on a new Ruby on Rails internal system to autonomous AI agents. He said the system’s well-designed architecture and strong testing made it unnecessary to review every generated line of code.

Fernandez said he still becomes deeply involved when adding major features or making large architectural changes. He also said the approach is less suitable for production systems that process customer payments, where reviewing AI-generated changes line by line can remain necessary because modifications carry direct operational risks.

He rejected the idea that moving into software architecture automatically protects engineers from automation. Fernandez said requirements analysis, system boundaries, testing standards and architectural decisions may also become increasingly automated.

Fernandez said producing code faster does not by itself create value. Engineers still need to identify worthwhile problems, understand the people affected and determine whether a solution works. He said adding more lines of code personally does not by itself make an engineer less dependent on an intermediary role between instructions and results.