DEDUPED Hot AI repos, turned into use cases Get the Monday 5

How to govern agents with budgets, approvals and audit with Agenticos

Set budgets and approval steps so agents act under rules with a recorded run.

Short answer: Deploy AgenticOS; then set budgets per team or agent; Require approvals for sensitive tools. All steps.

Who it is forAn IT manager responsible for what AI agents do with company tools.

The problemUngoverned agents can overspend or act without sign-off.

The outcomeAgents that respect budgets, wait for approvals and leave an audit trail.

What you need first

  • Docker Compose
  • A host with 4 vCPU and 8 GB RAM
  • A model provider key, or Ollama or vLLM

Steps

  1. Deploy AgenticOS
  2. Set budgets per team or agent
  3. Require approvals for sensitive tools
  4. Review recorded runs

Prompt for your agent

Configure an AgenticOS agent with a budget and an approval step for <tool>, trigger it, and confirm it waited for approval and logged the run.

Caveat. It supports 28 model providers, including local models through Ollama and vLLM.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for vstorm-co/agenticos and "Govern agents with budgets, approvals and audit"

Add Deduped to Claude Code once

claude mcp add --transport http deduped https://dedupedai.com/mcp

Cursor, ChatGPT, others

Share: X LinkedIn Hacker News Email Copy link

Third-party repos we don't own. AI-written use cases can be wrong. Disclaimer