Plurai Simulation Brings Real-World Agent Evals

Plurai is targeting the weakest part of agent development: testing stateful behavior instead of merely judging responses.

• –Digital twins make actions against CRMs, databases, and payment systems inspectable, repeatable, and safer.
• –Scenario generation from agent code and knowledge bases reduces the manual work behind traditional eval suites.
• –Production failures can become replayable regression tests, with verified fixes fed back into the development loop.
• –Integrations with Claude Code, Codex CLI, and GitHub Copilot put simulation directly into existing agent workflows.
• –Synthetic environments can still encode blind spots, so real-trace grounding and careful calibration will determine whether the approach earns trust.