> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.resemble.ai/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.resemble.ai/_mcp/server.

# Developer Guides

Follow curated walkthroughs for detecting manipulated media, investigating authenticity, and protecting content.

## Safety & Detection

#### [Detect Your First Deepfake](/guides/detect/first-detection)

Submit media, wait for analysis, and interpret the authenticity verdict.

#### [Stream Audio for Deepfake Detection](/guides/detect/streaming-audio)

Send live audio over a WebSocket and consume per-window verdicts.

#### [Investigate with a Detect Agent](/guides/detect/agent-investigation)

Stream an investigation and retrieve its persisted result.

#### [Apply and Verify a Watermark](/guides/detect/watermark-round-trip)

Protect media and confirm that its watermark can be detected.

Browse the sidebar for the full library of tutorials, code samples, and troubleshooting checklists.

Historical voice tutorials are available in the [Voice AI Research Archive](/voice-archive#voice-tutorials).