After six months of daily agent use, I’ve settled on a setup that covers every scenario. It’s not one tool. It’s a layered system.
The Three Layers
Layer 1: Quick edits (Cursor) — For single-file changes, fixing typos, writing tests, any task that takes under 5 minutes. Cursor’s inline editing is faster than typing. I don’t leave my editor. I don’t context-switch.
Layer 2: Complex work (Claude Code) — For multi-file refactors, debugging across modules, architecture decisions. Claude Code’s reasoning depth matters here. A 40-file refactor that would take Cursor 10 iterations takes Claude Code one pass.
Layer 3: Automation (Hermes) — For cron jobs, scheduled tasks, background agents. Hermes’s cron system runs code review every morning at 9 AM, dependency updates every Friday, and a weekly security audit. I don’t think about these — they just happen.
Why Not One Agent
Every agent has strengths. Cursor is fastest for inline edits. Claude Code is best at reasoning. Hermes is best at automation. Using one for everything means compromising on at least one dimension.
The cost argument against multiple agents is weak. Cursor Pro + Claude Pro + Hermes (free, BYO keys) = $40/month plus token costs. That’s less than most developer tool subscriptions.
The Integration
My setup works because the agents don’t compete — they pass work between them:
- Cursor handles the quick edit loop during development
- Claude Code handles the complex work that Cursor can’t
- Hermes handles the maintenance work that neither should do in real-time
The key insight: each agent has a job description. Cursor doesn’t do big refactors. Claude Code doesn’t do quick edits. Hermes doesn’t do interactive work. By respecting each agent’s strengths, the system produces better results than any single agent could.
How to Start
If you’re using one agent today, ask yourself: what tasks does it handle poorly? That’s where you add a second agent.
The goal isn’t to collect tools. It’s to cover your workflow gaps. Start with Claude Code or Cursor as your primary. Add Hermes when you want automation. Add Cursor or Codex when you want parallel execution.
The multi-agent future isn’t about replacing one tool with another. It’s about having the right tool for each job.