Agents
AI agent examples for real work
The best agent ideas are boring in a useful way. They reduce repeated admin work, catch missed details, and prepare drafts that a human can approve.
Short version: Look for tasks with repeated inputs, clear rules, and an easy way to verify the result.
Small business agents
- Email triage: summarize unread messages, flag urgent items, and draft replies.
- Invoice follow-up: check aging reports, draft polite reminders, and prepare a call list.
- Spreadsheet cleanup: normalize names, detect missing values, and produce a review report.
- Website monitor: check important URLs, confirm tracking snippets, and report broken pages.
Creator agents
- YouTube planning agent: collect topic ideas, group them by audience intent, and draft outlines.
- Publishing checklist agent: confirm title, description, thumbnail, chapters, links, and sponsor notes.
- Clip repurposing agent: turn a long script into short-form hooks and captions.
- Analytics review agent: summarize which videos gained impressions, clicks, retention, and subscribers.
Developer agents
Developer agents work best when the repo has clear commands. Give the agent a task, let it inspect files, ask it for a plan, then have it edit and run verification. Good tasks include small bug fixes, content generation, CSS polish, tests, docs, and dependency audits.
Avoid starting with payments, authentication, destructive data migrations, or anything where a silent mistake would be expensive.