AISecurityDevTools

Agent Action Policy

Reviewable action logs and rollback plans for every step an AI agent takes

Problem
More people are asking how to control their AI agents, while open-source safety layers and prompt injection defenses are appearing, showing real worry about agents acting freely in live environments. Existing tools focus on blocking, but ordinary users still lack a readable log of what the agent changed and how to undo it.
Solution
A lightweight execution recorder placed between the agent and the real environment, logging every tool call, file change, and API request into a timeline with impact scope. Each task ends with a readable summary and rollback suggestions, plus one-click file restore.
Users
Indie developers and small teams connecting AI agents to email, documents, and codebases
MVP
Record tool calls and file changes; generate timeline view; support single-step rollback; output risk summary at task completion
Revenue
Open-source core with cloud sync and team audit subscription from $10/month
Why now
Agents are moving from demos to real workflows, making safety and traceability a blocker, but big-vendor solutions skew to enterprise compliance; indie developers can start with readability for individuals and small teams

Source discussions · 3

  1. Hacker NewsShow HN: An open source safety layer for AI agent actions4↑ 1
  2. Hacker NewsAsk HN: How do you control your AI Agents?2↑ 1
  3. Hacker NewsShow HN: Open-Source Lightweight Prompt Injection Safety1↑ 0
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