What is the recommended method for fine-tuning AI agent performance when getting inconsistent results?

The recommended approach is iterative refinement:

1. Chat with your agent and update instructions with more specific details
2. Be explicit about requirements (companies, time periods, formats, etc.)
3. Test and tweak — try 1-2 iterations before escalating

If you don't see improvement after a couple of attempts, contact support@abundly.ai with specific examples of the problems.

For tips on reducing costs and improving performance, see our Agent Optimization guide.