# Trace, evaluate, simulate, and guardrail agent releases with Future AGI

> Use Future AGI to instrument agent runs, run evals and simulations, apply guardrails, and turn production traces into release-quality feedback.

- Skill: `agentskillexchange/trace-evaluate-simulate-and-guardrail-agent-releases-with-fu` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/trace-evaluate-simulate-and-guardrail-agent-releases-with-fu`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/trace-evaluate-simulate-and-guardrail-agent-releases-with-fu/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/trace-evaluate-simulate-and-guardrail-agent-releases-with-fu

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# Trace, evaluate, simulate, and guardrail agent releases with Future AGI

Use Future AGI to instrument agent runs, run evals and simulations, apply guardrails, and turn production traces into release-quality feedback.

## Prerequisites

Future AGI Cloud or self-hosted stack, ai-evaluation Python package or @traceai/fi-core TypeScript package, OpenTelemetry-compatible instrumentation, datasets, evaluators, simulations, guardrail policies, and optional gateway

## Installation

Requirements and caveats from upstream:
- **Runtime:** Python 3.11+ (Django 4.2 + Channels) · Go 1.23+ (gateway) · React 18 + Vite · Node 20+.
- [ ] Essential Node Library for Agent Builder

Basic usage or getting-started notes:
- | Platform | **accounts · usage · integrations** — auth, orgs, metering, connectors | [futureagi/accounts/](./futureagi/accounts) |

- Source: https://github.com/future-agi/future-agi
- Extracted from upstream docs: https://raw.githubusercontent.com/future-agi/future-agi/HEAD/README.md

## Documentation

- https://docs.futureagi.com

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/trace-evaluate-simulate-and-guardrail-agent-releases-with-future-agi/)