Roadmap

Attach evaluators to playground sessions and see scores inline as you iterate on prompts. Connect test sets to keep prompt iteration and data curation in one loop.

Build a review queue from traces or test set rows, attach a scoring schema, and route it to reviewers. Export finished queues as labeled test sets that feed straight into your evaluators.

Trigger CI and repository workflows when you deploy a prompt. Send deployment events to your own HTTPS endpoint or call GitHub directly with repository dispatch and workflow dispatch.

Connect 150+ external tools (Gmail, Slack, Notion, Google Sheets, GitHub) to your prompts directly from the playground. Authenticate with OAuth, attach tool actions, and execute tool calls with one click.

Refine prompts with AI directly in the playground. Describe what you want to improve and get a refined version with an explanation of the changes.

Multi-organization support, SSO with any OIDC provider, domain verification with auto-join, and a US region.

Create folders and subfolders to organize prompts. Drag prompts between folders and search across everything.

Keep the full conversation when the process running an agent restarts. The runner rebuilds session history from stored records on a cold start, so an agent resumes exactly where it left off instead of losing or replaying earlier turns.

Talk to an agent with voice input, and attach files or drive uploads to a message. Adds input beyond text so agents can work with what the user says and shares, not just typed prompts.

Approve or deny several tool calls together in one step, including a deny-all option, instead of handling one approval card at a time. Makes the human-in-the-loop approval flow faster when an agent requests many tools at once.

Give agents with many tools and large tool results a reliable context. Tools are revealed to the model in stages as the toolset grows, and oversized tool outputs are capped so a single large result does not break a long conversation.

Connect an agent to the messaging surfaces people already use. A channel routes an incoming Slack or Telegram message to an agent session and delivers the agent's reply back to that same surface.

Use the core agent experience from a phone. Chat with an agent, approve or deny tool calls, and browse past runs on a small screen.

Publish a skill once, then browse and install it into any agent, with versioning. Teams reuse skills instead of defining the same one by hand on every agent.

Reach MCP tools through one managed entry point. MCP servers are registered centrally, and an agent's tool calls route through the gateway with shared authentication and access policy, instead of configuring each server on every agent.

Start an agent from sources beyond the Composio catalog, including direct webhooks and AI-configured or user-defined events. Triggers today are limited to Composio events; this opens them to custom sources.