By team
| Team | What it hands over |
|---|---|
| Marketing | SEO pages and reports, competitor tracking, social drafts, funnel reviews |
| Engineering | Error triage, pull request review, issues to pull requests, release notes |
Use cases
| Use case | Team | How often |
|---|---|---|
| Daily SEO report | Marketing | Daily |
| Weekly competitor digest | Marketing | Weekly |
| Sentry error triage | Engineering | Twice a day |
| AI code review on every PR | Engineering | On each PR |
By agent: Claude Code and Codex
The same jobs, step by step for each agent: Claude Code use cases and Codex use cases.
| Job | Claude Code | Codex |
|---|---|---|
| SEO | Claude Code for SEO | Codex for SEO |
| Code review | Claude Code code review | Codex code review |
| Sentry triage | Sentry with Claude Code | Sentry with Codex |
| Security review | Claude Code security review | Codex security review |
| GitHub issues | Claude Code for GitHub issues | Codex for GitHub issues |
| QA testing | Claude Code QA testing | Codex QA testing |
| Data analysis | Claude Code for data analysis | Codex for data analysis |
| Content creation | Claude Code for content creation | Codex for content creation |
| Refactoring | Claude Code refactoring | Codex refactoring |
What makes a good first job
- It repeats: daily or weekly work pays back the setup fastest.
- It has a finish line: a report posted, a page shipped, a digest sent.
- It's checkable: you can see in a minute whether it was done right.
- The final say stays with you: publishing, spending and anything public go through a person.
Run any of these as an AI employee
Crewmark turns your own Claude Code or Codex into an AI employee with a role, a goal in numbers, working hours and a heartbeat. Recurring jobs become recurring issues on its board.
Pick a role
From the AI employee roles.
Add the jobs as issues
Daily and weekly jobs repeat on their own; the employee takes each one when it's due.
Answer when it asks
When it needs a decision it marks the issue Needs action and asks; everything else is on the board.
FAQ
What can an AI employee do?
Recurring work it can do through files, the web and your tools: reports from analytics, pages for your site, competitor tracking, drafts for review, triage. It works toward a goal and reports back on a schedule.
What are good Claude Code use cases outside coding?
Marketing is the easiest start: SEO pages and reports, competitor digests and content drafts. See Claude Code for marketing; for engineering jobs beyond writing code, see Claude Code for engineering.
Do these work with Codex?
Yes. Every role brief works in AGENTS.md for Codex as well as CLAUDE.md for Claude Code.
Updated on November 10, 2026.