Rootstrap Accelerates Agentic Engineering With Codex

Rootstrap's engineers already used Cursor and Claude Code for autocomplete and pair programming, but few worked with sub agents or reusable skills, and little AI was integrated into production systems. Code review was the largest time sink and the clearest opportunity for leverage. The team needed to close the gap between assisted coding and true agentic engineering.

Eliza delivered a Codex acceleration sprint in three phases. It began with one on one interviews mapping AI usage across coding, code review, workflow automation, configuration, tool orchestration, and production readiness, then scored an AI fluency baseline. Three hands on workshops followed: foundations (AGENTS.md setup, reusable skills, commit workflows, Codex configuration), agentic code review automation, and context management with MCP servers. Patterns were kept transferable across Codex, Claude Code, and Cursor.

A three phase model: assessment through 1:1 interviews and a scored fluency baseline, three focused workshops, and reinforcement of transferable agentic patterns such as prompt structure, agent task design, and context hygiene. First value landed within three weeks.

Software teams and engineering leaders who have basic AI coding tools in place but want to move to agentic workflows, with code review as the first high leverage target.