Hi Trailblazers,
I’m looking at testing strategy for Agentforce implementations before production deployment.
Unlike traditional automation, an Agent can receive many different variations of the same user request and may choose different topics or actions depending on the conversation context.
How are you testing Agentforce in real projects?
Do you maintain a set of test utterances, negative scenarios, permission-based tests, action failure cases, and expected responses?
Also, how do you decide when an Agent is reliable enough to move from UAT to production?
Would appreciate any practical testing approaches or lessons learned.
Hi @Santhosh Gorantala Good question!
Testing Agentforce before moving to production is very important because, unlike traditional automation, the same question can be asked in different ways, and the agent may select different subagents or actions.
I would recommend the following approach:
- Testing Center: Use Agentforce Testing Center to test multiple user questions and validate whether the correct subagent and actions are selected.
- Positive Scenarios: Test normal business scenarios with valid inputs and expected results.
- Negative Scenarios: Test invalid inputs, missing records, incomplete information, and questions outside the agent's scope.
- Permission Testing: Test with different user profiles and permission sets. Make sure the agent respects Salesforce security and doesn't expose restricted data.
- Action Failure Testing: Check how the agent responds when Apex, Flow, or external API actions fail, time out, or return empty results.
- Conversation Testing: Test follow-up questions, context switching, ambiguous requests, and multiple questions in the same conversation.
- Session Tracing: Review session traces to identify incorrect subagent selection, action execution issues, and response-generation problems.
- Regression Testing: Maintain a reusable set of test cases and run them whenever you modify agent instructions, subagents, actions, or grounding configurations.
When is an agent ready for production?
I would consider it ready when critical business scenarios pass consistently, security tests are successful, actions work reliably, and there are no unresolved high-severity issues.
I also recommend starting with a limited group of users in production and monitoring the agent's responses before rolling it out to everyone.
My suggestion: Don't test only whether the agent gives the correct answer. Also verify whether it selected the correct subagent, executed the right action, respected user permissions, and handled failures properly.
Hope this helps!
Thank you,
Venkat Yadav.
