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What Spec27 Helps You Do

Spec27 gives teams a shared workspace for testing and reviewing LLM behavior.

In practice, teams use Spec27 to

  • organize evaluation work inside Projects
  • store test cases in Datasets
  • save runnable model logic as Agents
  • score outputs with built-in checks or Judges
  • bundle reusable attack and dataset setup into Specifications
  • run repeatable Evals
  • inspect Results and improve the system over time

Typical users

  • Product or applied AI teams who want a repeatable evaluation workflow
  • Workspace admins who manage access, invites, and visibility
  • Builders who need a faster loop than ad hoc prompt testing

What makes Spec27 different from a one-off prompt test

  • Your assets stay organized inside a project.
  • Runs are attached to the evaluation setup that produced them.
  • You can review results later instead of losing the context.
  • Teams can share judges, datasets, and specs instead of rebuilding them each time.