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Research areas we cover

Lightsage research focuses on how AI coding agents interact with developer tools, APIs, and documentation. Our benchmarks help API teams understand and improve their agent experience.

AI Coding Agent Benchmarks

How Claude Code, Cursor, Codex, and GitHub Copilot discover and use developer APIs. We measure discoverability, tool call success rates, and error handling across 65+ APIs.

Agent Experience Scoring

Our methodology for grading APIs on agent readiness. Factors include documentation quality, SDK design, MCP server availability, and llms.txt implementation.

Market Trends

Data on how AI coding agents are changing API consumption patterns. Which documentation formats perform best, and how agent traffic compares to traditional developer traffic.