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ReadMe Launches Restless, an AI-Native Platform to Make APIs Self-Improving Through Agent Traffic

October 12, 2026 at 15:58 EDT

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ReadMe has unveiled Restless, a new platform designed to help companies optimize their APIs for AI agents by capturing live API traffic and converting agent feedback into documentation improvements and feature suggestions. The AI-native platform, announced October 12, 2026, addresses a critical gap in the API ecosystem: as AI agents increasingly drive API traffic autonomously, traditional API documentation and error handling fall short.

October 12, 2026 · ReadMe

APIs Learn From Agent Traffic

Restless captures live API calls from AI agents and converts errors, usage patterns, and support feedback into automatic documentation improvements and actionable issue reports.

Feedback Sources

4 data streams:
• Live API traffic logs
• Agent error responses
• Support conversations
• Feature requests

Outbound Destinations

Integrated platforms:
• ReadMe, Mintlify, Fern
• Linear (issue tracking)
• MCP servers
• API responses

The Self-Improving Feedback Loop

Agent Hits API

→

Error Logged

→

Docs Updated

→

Next Agent Succeeds

Key Advantage

Every API error leaves documentation better for the next agent. Instead of failing silently, agent errors automatically trigger documentation improvements, MCP server updates, or Linear bug reports—turning failures into permanent knowledge.

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