Handit.ai

Handit.ai is an open engine for automatically improving AI agents used in production. It reviews each agent decision, suggests better prompts and datasets, and validates changes through A/B testing. Teams stay in control by choosing which improvements are promoted to the live version.

What it does

• Logs and analyzes agent actions and outcomes
• Generates alternative prompt versions and candidate datasets
• Runs A/B tests to compare variants and surface the best performers
• Supports controlled rollout by letting users approve changes before deployment

Fit and considerations

Handit.ai is designed for teams running AI systems where reliability matters, such as customer support automation. It typically requires integration into existing workflows, and third-party platform support may be limited. Expect some setup time and team onboarding to get consistent results.

Example: a team uses an AI agent to handle customer tickets. Handit.ai tracks weak responses, proposes new prompt variants, tests them, and recommends the most effective options for the team to apply.