Test RAG apps before launch

Test retrieval grounding, source drift, and instruction conflicts in doc-backed assistants.

Your sources are not enough if the AI follows the wrong instructions.

What can go wrong

• Answers overreach what retrieved docs support.
• Hostile content in sources hijacks behavior.
• Stale knowledge produces confident wrong answers.

Why happy-path testing misses this

• Indexing checks do not test adversarial questions or poisoned sources.

What Agnostics tests

• Retrieval drift
• Prompt injection via retrieved content
• Hallucination pressure

Useful finding example

Retrieval drift finding: answer cited wrong section for warranty terms.

Release Gate

Monitor or Fix when grounding breaks on launch-critical knowledge.

Questions

Does Agnostics replace evals on my corpus?

No. It pressure-tests live behavior, including how retrieval and instructions interact.