AGGELOS PLATIKOSTAS

A playground for testing and fixing AI agents

A playground for testing and fixing AI agents

The problem

The problem

An AI agent is a black box. When a reply is wrong, nothing tells you why. It could be the intent, the knowledge base, a missing variable, or a guideline. To find out, you had to leave the test and guess.

An AI agent is a black box. When a reply is wrong, nothing tells you why. It could be the intent, the knowledge base, a missing variable, or a guideline. To find out, you had to leave the test and guess.

The solution

The solution

The panel makes the agent's reasoning easy to read. You can turn parts of the agent on and off to see what changed, and the fix sits one step away. Testing becomes a quick loop instead of a dead end.

The panel makes the agent’s reasoning easy to read. You can turn parts of the agent on and off to see what changed, and the fix sits one step away. Testing becomes a quick loop instead of a dead end.

The why next to the what

The Details tab shows each step the agent took. You can see what it rephrased, which intents it looked at, which knowledge base it used, and which content it pulled in. Every step has an Amend link, so a tester can go from finding the cause to fixing it.

Change one thing at a time

The Context tab lets a tester turn the agent's knowledge and each guideline on or off. Goal, Custom instructions, and Handling objections each have their own switch. That way a tester can change one thing and see exactly what moved the result.

The Context tab lets a tester switch the agent’s knowledge and each guideline, Goal, Custom instructions, Handling objections, on or off. That isolates one variable at a time, so a behavior change can be traced to a single cause instead of a guess across three.

Context variables get the small touches that make repeat testing easy. You can lock a variable so it stays put while you change the others. You can expand a value into a full field for long IDs or JSON. You can pick from a list of known variables instead of typing. For setups you use often, a bundle brings in a whole saved set at once

AGGELOS PLATIKOSTAS

AGGELOS PLATIKOSTAS