{"categories":[{"label":"Python Modules","url":"https://skillfed.io/packages/category/software-development-libraries-python-modules/17"},{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/8"}],"enrichment":{"capability":"Aigie is the Python SDK for Kytte, a runtime reliability platform that detects and autonomously remediates failures in agentic AI systems during execution.","skillfed_tags":["agent-monitoring","reliability-platform","autonomous-remediation"],"use_cases":["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"],"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.\n\nThe 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.","worth_installing":"Yes, with conditions. Install if you are building agentic AI systems and have access to a Kytte account and valid token\u2014the 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."},"id":"aigie","links":{"html":"https://skillfed.io/packages/aigie","md":"https://skillfed.io/packages/aigie.md","pypi":"https://pypi.org/project/aigie/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-05","license_spdx":null,"license_treatment":"unclear","name":"aigie","python_support":"supports_current","summary":"Enterprise-grade AI agent reliability monitoring and autonomous remediation"},"popularity":{"monthly_downloads":154261,"position":10857,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.4.1"}