--- title: "ix vs agent-kernel" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/kreneskyp-ix-vs-yaalalabs-agent-kernel" tools: ["kreneskyp-ix", "yaalalabs-agent-kernel"] --- # ix vs agent-kernel *GraphCanon updated Aug 14, 2026* ## Verdict Pick ix if ix is an autonomous GPT-4 agent platform built using Python and Docker, licensed under MIT; pick agent-kernel if agent-kernel provides an operating system for scalable enterprise AI agents, supporting deployment and orchestration at scale with native integration support for MCP and A2A. [ix](https://github.com/kreneskyp/ix) reports 1.0k GitHub stars, 128 forks, and 15 open issues, last pushed Jan 1, 2026. [agent-kernel](https://kernel.yaala.ai/) has 113 stars, 60 forks, and 128 open issues, last pushed Aug 7, 2026. Figures are from public GitHub metadata via [ix's repository](https://github.com/kreneskyp/ix) and [agent-kernel's repository](https://github.com/yaalalabs/agent-kernel). | | [ix](/tools/kreneskyp-ix.md) | [agent-kernel](/tools/yaalalabs-agent-kernel.md) | | --- | --- | --- | | Tagline | Autonomous GPT-4 agent platform | The Operating System for Scalable Enterprise AI Agents | | Stars | 1,044 | 113 | | Forks | 128 | 60 | | Open issues | 15 | 128 | | Language | Python | Python | | Adopt for | ix is an autonomous GPT-4 agent platform built using Python and Docker, licensed under MIT. | Agent-kernel provides an operating system for scalable enterprise AI agents, supporting deployment and orchestration at scale with native integration support for MCP and A2A. | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | AI Agents | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ix](/tools/kreneskyp-ix.md) | [agent-kernel](/tools/yaalalabs-agent-kernel.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 225d | 2d | | Open issues (now) | 15 | 128 | | Stars delta | -1 (30d) | Unknown | | Open issues delta | 0 (30d) | Unknown | | Owner type | User | Organization | | Full report | [trust report](/tools/kreneskyp-ix/trust.md) | [trust report](/tools/yaalalabs-agent-kernel/trust.md) | ## Shared compatibility - **Python**: [ix](/tools/kreneskyp-ix.md) - Python runtime; [agent-kernel](/tools/yaalalabs-agent-kernel.md) - Python runtime ## Decision facts: ix - **Adopt for:** ix is an autonomous GPT-4 agent platform built using Python and Docker, licensed under MIT. ## Decision facts: agent-kernel - **Requirements:** It requires Python versions between 3.12 and 3.13.x.; Supports deployment to various environments such as AWS Lambda, ECS, Azure Functions, or Container Apps via one Terraform module. - **Adopt for:** Agent-kernel provides an operating system for scalable enterprise AI agents, supporting deployment and orchestration at scale with native integration support for MCP and A2A. ## Choose when ### Choose ix if… - License: ix is MIT, agent-kernel is Apache-2.0. - Tags unique to ix: ai, gpt-4, openai, python. - ix ships Docker support for self-hosted deployment. - Use ix when you need a customizable Python-based environment for developing and deploying GPT-4 agents using Docker. ### Choose agent-kernel if… - License: agent-kernel is Apache-2.0, ix is MIT. - Requirements: It requires Python versions between 3.12 and 3.13.x.; Supports deployment to various environments such as AWS Lambda, ECS, Azure Functions, or Container Apps via one Terraform module.. - Tags unique to agent-kernel: a2a, adk, aws, azure. - If you require seamless scalability across different cloud providers like AWS and Azure without lock-in or rewrites. ## When NOT to use ix - Avoid using ix if your project does not benefit from or is incompatible with Docker containerization. - If you prefer a platform without the requirement of Python 3.8 or higher for its CLI operations, consider other tools that do not have this prerequisite. ## When NOT to use agent-kernel - If your project is confined to a single, specific AI framework which doesn't require the flexibility Agent-kernel offers. - When you do not have Python version 3.12 - 3.13.x, as it's the required runtime environment. ## Common questions ### What is the difference between ix and agent-kernel? ix: Autonomous GPT-4 agent platform. agent-kernel: The Operating System for Scalable Enterprise AI Agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose ix over agent-kernel? Choose ix over agent-kernel when License: ix is MIT, agent-kernel is Apache-2.0; Tags unique to ix: ai, gpt-4, openai, python; ix ships Docker support for self-hosted deployment; Use ix when you need a customizable Python-based environment for developing and deploying GPT-4 agents using Docker. ### When should I choose agent-kernel over ix? Choose agent-kernel over ix when License: agent-kernel is Apache-2.0, ix is MIT; Requirements: It requires Python versions between 3.12 and 3.13.x.; Supports deployment to various environments such as AWS Lambda, ECS, Azure Functions, or Container Apps via one Terraform module.; Tags unique to agent-kernel: a2a, adk, aws, azure; If you require seamless scalability across different cloud providers like AWS and Azure without lock-in or rewrites. ### When should I avoid ix? Avoid using ix if your project does not benefit from or is incompatible with Docker containerization. If you prefer a platform without the requirement of Python 3.8 or higher for its CLI operations, consider other tools that do not have this prerequisite. ### When should I avoid agent-kernel? If your project is confined to a single, specific AI framework which doesn't require the flexibility Agent-kernel offers. When you do not have Python version 3.12 - 3.13.x, as it's the required runtime environment. ### Is ix or agent-kernel more popular on GitHub? ix has more GitHub stars (1,044 vs 113). Stars measure visibility, not whether either tool fits your constraints. ### Are ix and agent-kernel open source? Yes - both are open-source projects on GitHub (ix: MIT, agent-kernel: Apache-2.0). ### Where can I find alternatives to ix or agent-kernel? GraphCanon lists graph-backed alternatives at [ix alternatives](/tools/kreneskyp-ix/alternatives) and [agent-kernel alternatives](/tools/yaalalabs-agent-kernel/alternatives) ([ix markdown twin](/tools/kreneskyp-ix/alternatives.md), [agent-kernel markdown twin](/tools/yaalalabs-agent-kernel/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/kreneskyp-ix-vs-yaalalabs-agent-kernel.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, ix or agent-kernel? ix: Slowing. agent-kernel: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for ix and agent-kernel? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ix trust report](/tools/kreneskyp-ix/trust); [agent-kernel trust report](/tools/yaalalabs-agent-kernel/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=kreneskyp-ix`](/api/graphcanon/graph?tool=kreneskyp-ix) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_