postgrad.io

Opportunity summary

PostGrad serves as a specialized data layer designed for AI agents and agentic frameworks like Claude, Cursor, and n8n. The platform addresses the inherent limitations of LLM reasoning and accuracy by piping in high-quality, human-verified judgment via API and the Model Context Protocol (MCP). By providing programmatic access to the expertise of people who actually perform the work, PostGrad enables developers to augment their autonomous agents with expert-level nuance, significantly reducing 'rookie' mistakes and hallucinations. The core value proposition is the seamless, scalable integration of human intelligence into automated, programmatic agentic workflows, allowing for more reliable and sophisticated AI-driven decision-making processes.

What to study

Who it's for

Developers and engineers building autonomous AI agents and agentic workflows.

Risks / avoid if

• •High replication difficulty — building this needs significant engineering or resources, which can be a real cost for a solo founder.
• •Moderate competition — several players are already active in this space, so a clear angle matters.
• •Unique data dependency — the product's advantage relies on data access that's hard to acquire from scratch.