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Cipherra

Run agent eval suites at scale on every model checkpoint. Get prioritized diagnostic reports — not just a score. Bring any model.

Introduction

Cipherra is a continuous evaluation platform for AI agents, designed for ML engineers doing RL post-training. It allows you to run agent eval suites at scale on every model checkpoint, providing prioritized diagnostic reports that go beyond a simple score. Key features include:

  • Scalable Evaluation: Run large-scale eval suites on each model checkpoint.
  • Prioritized Diagnostics: Receive actionable reports highlighting critical issues.
  • Model Agnostic: Bring any model for evaluation.
  • Built for RL Post-Training: Tailored for reinforcement learning workflows.

Use cases include monitoring model improvements, identifying regressions, and ensuring agent reliability before deployment.

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