Blog

Thoughts on document review, AI workflows, and building better feedback loops.

Diagram showing an AI agent sending a document to Sidenote for human review and receiving structured feedback via MCP
EngineeringAI Workflows

How AI Agents Use MCP to Get Human Feedback on Documents

AI agents connected via Sidenote's MCP server can upload documents for human review, collect structured feedback, and integrate it back into workflows automatically.

Sidenote Team10 min read
Team collaboratively annotating a PDF document on their laptops
ProductAI Workflows

How to Annotate a PDF: A Practical Guide for Teams

Learn why traditional PDF annotation breaks down for teams and how element-level annotation with tools like Sidenote creates scalable, AI-ready review workflows.

Sidenote Team7 min read