---
id: aigie
version: "0.4.1"
license: Proprietary
license_treatment: unclear
maintenance: active
---

# aigie — Enterprise-grade AI agent reliability monitoring and autonomous remediation

License: unclear · Maintenance: active · Downloads: 154.3K/mo

## What it is and what it does

Aigie is the official Python SDK that integrates your agentic AI systems with Kytte, a runtime reliability platform designed to handle non-deterministic failures in AI agents. Rather than relying on post-hoc observability, Kytte operates during agent execution to proactively detect context drift and errors, then autonomously remediates failed steps in real time. The SDK acts as the integration layer, requiring only a single initialization call with a Kytte endpoint and token to enable automatic tracing and protection.

The package depends on a substantial infrastructure stack: httpx and websockets for communication, redis for state management, grpcio and protobuf for RPC, and OpenTelemetry for distributed tracing and metrics export. It supports Python 3.10 through 3.14 and is marked as production-stable. Integration requires a Kytte account and written agreement with Kytte AI, Inc.

Use it for:

- Automatically detect and fix agent step failures in production without manual intervention
- Monitor agentic AI systems for context drift and runtime errors before they impact users
- Integrate observability and remediation into existing agent frameworks without modifying agent code
- Export agent execution metrics and traces to external observability platforms via OpenTelemetry
- Connect agents running in Kubernetes clusters to Kytte via internal service-to-service networking

## Worth the install?

AI-flagged interpretation of the facts above — verify before relying.

Aigie is the Python SDK for Kytte, a runtime reliability platform that detects and autonomously remediates failures in agentic AI systems during execution.

Yes, with conditions. Install if you are building agentic AI systems and have access to a Kytte account and valid token—the SDK is actively maintained, has low install friction, and integrates with modern Python versions. Do not install if you cannot obtain a Kytte account or written agreement, or if you need an open-source alternative. The proprietary license and account requirement are hard gates; verify licensing terms with Kytte AI before committing to integration.

## Install

pip install aigie
uv add aigie
poetry add aigie

## Installing aigie

Before you install: Low install friction with a pure-wheel distribution. Active maintenance with a recent release (9 days old). Requires 10 runtime dependencies including httpx, websockets, redis, grpcio, and OpenTelemetry instrumentation—a substantial but standard stack for distributed systems integration.

License in practice: Licensed as Proprietary under Kytte AI, Inc. copyright. Use requires a written agreement with Kytte AI and a valid Kytte account; redistribution and modification are prohibited. License treatment is marked unclear, meaning the exact terms of use are not fully specified in the package metadata.

Quickstart:

pip install aigie

import aigie
aigie.init("https://kytte.yourdomain.com/api", "your-kytte-token")

Requires a valid Kytte token issued by the Kytte team and a written agreement with Kytte AI, Inc.

Verify before relying:

- Whether the Kytte token and account requirement applies to all use cases or only production deployments
- What 'written agreement' entails and whether there are free tiers or trial access
- Whether the SDK can be used in air-gapped or offline environments
- Specific performance overhead of the runtime instrumentation on agent execution

## Package facts

- License: Proprietary (unclear)
- Python support: supports_current
- Install friction: low
- Maintenance: active
- Downloads: 154.3K/month (top 15,000 on PyPI)
- Known vulnerabilities: none known

## Tags

ai agent reliability monitoring, autonomous agent remediation, ai agent observability, agent failure detection, agentic ai runtime platform, agent self-healing, ai reliability platform, agent-monitoring, reliability-platform, autonomous-remediation

[View on SkillFed](https://skillfed.io/packages/aigie) · [View on PyPI](https://pypi.org/project/aigie/)