Build an AI agent action monitor

AI / MLYhackernews
11/15
DemandStrong DemandBuild2-Week BuildMarketWide Open

The Problem

AI agents run autonomously but nobody audits what they do.

Real Demand Evidence

YFound on hackernews·1 month ago

My agent made 47 API calls last night and I have no idea what it actually did. The logs are a wall of JSON and I can't tell if it did something wrong until something breaks downstream.

Core Insight

Ship a safety layer that logs and controls agent actions.

Target Customer
Developers running AI agents
Revenue Model
Charge $19-29/month for a simple action monitor.

Competitive Landscape

LangSmith
Trace Logging

Complex and geared toward teams with dedicated ML engineers

Helicone
Logging

Doesn't track multi-step agent actions

Willingness to Pay

  • Developers running AI agents pay $20-50/month for observability tools; a simple action monitor showing what happened in plain language would charge $19-29/month.

    $19-29/month

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