--- title: "oh-my-agent vs agent-starter-pack" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/first-fluke-oh-my-agent-vs-googlecloudplatform-agent-starter-pack" tools: ["first-fluke-oh-my-agent", "googlecloudplatform-agent-starter-pack"] --- # oh-my-agent vs agent-starter-pack *GraphCanon updated Sep 20, 2026* ## Verdict Pick oh-my-agent if oh-my-agent is a TypeScript-based framework designed to simplify the deployment of custom AI agents tailored for specific codebases and engineering requirements; pick agent-starter-pack if agent-starter-pack offers built-in CI/CD, evaluation tools, and observability for deploying generative AI agents on Google Cloud with Python. [oh-my-agent](https://firstfluke.com/oh-my-agent/) reports 1.3k GitHub stars, 149 forks, and 2 open issues, last pushed Sep 19, 2026. [agent-starter-pack](http://goo.gle/agents-cli) has 6.6k stars, 1.5k forks, and 49 open issues, last pushed Jul 21, 2026. Figures are from public GitHub metadata via [oh-my-agent's repository](https://github.com/first-fluke/oh-my-agent) and [agent-starter-pack's repository](https://github.com/GoogleCloudPlatform/agent-starter-pack). | | [oh-my-agent](/tools/first-fluke-oh-my-agent.md) | [agent-starter-pack](/tools/googlecloudplatform-agent-starter-pack.md) | | --- | --- | --- | | Tagline | Portable vendor-agnostic agent harness for project-specific AI agents and workflows | Ship AI Agents to Google Cloud in minutes with built-in CI/CD, evaluation, and observability | | Stars | 1,311 | 6,558 | | Forks | 149 | 1,500 | | Open issues | 2 | 49 | | Language | TypeScript | Python | | Adopt for | oh-my-agent is a TypeScript-based framework designed to simplify the deployment of custom AI agents tailored for specific codebases and engineering requirements. | agent-starter-pack offers built-in CI/CD, evaluation tools, and observability for deploying generative AI agents on Google Cloud with Python. | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | AI Agents | AI Agents, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [oh-my-agent](/tools/first-fluke-oh-my-agent.md) | [agent-starter-pack](/tools/googlecloudplatform-agent-starter-pack.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Steady (60%) | | Days since push | 0d | 60d | | Open issues (now) | 2 | 49 | | Stars delta | +91 (30d) | +21 (30d) | | Open issues delta | +1 (30d) | 0 (30d) | | Full report | [trust report](/tools/first-fluke-oh-my-agent/trust.md) | [trust report](/tools/googlecloudplatform-agent-starter-pack/trust.md) | ## Decision facts: oh-my-agent - **Adopt for:** oh-my-agent is a TypeScript-based framework designed to simplify the deployment of custom AI agents tailored for specific codebases and engineering requirements. ## Decision facts: agent-starter-pack - **Requirements:** Depends on Python 3.10+.; Requires the Google Cloud SDK for interacting with GCP services.; Terraform is needed for deployment purposes.; Make utility should be installed for development tasks. - **Adopt for:** agent-starter-pack offers built-in CI/CD, evaluation tools, and observability for deploying generative AI agents on Google Cloud with Python. ## Choose when ### Choose oh-my-agent if… - oh-my-agent is primarily TypeScript; agent-starter-pack is Python. - License: oh-my-agent is MIT, agent-starter-pack is Apache-2.0. - Tags unique to oh-my-agent: agent-harness, agentic-coding, claude-code, codex. - When you need a vendor-agnostic solution for deploying project-specific AI agents ### Choose agent-starter-pack if… - agent-starter-pack is primarily Python; oh-my-agent is TypeScript. - License: agent-starter-pack is Apache-2.0, oh-my-agent is MIT. - Requirements: Depends on Python 3.10+.; Requires the Google Cloud SDK for interacting with GCP services.; Terraform is needed for deployment purposes.; Make utility should be installed for development tasks.. - Tags unique to agent-starter-pack: agents, gcp, gemini, genai-agents. - Also covers Evaluation & Observability. - You are working with Google Cloud and wish to deploy generative AI agents quickly using production-ready templates that come with integrated CI/CD pipelines. ## When NOT to use oh-my-agent - If you prefer frameworks that are tightly coupled to specific vendors or technologies - In scenarios where the codebase does not benefit from additional abstractions provided by a harness for multi-agent systems ## When NOT to use agent-starter-pack - Your project is hosted on a cloud provider other than Google Cloud, as this tool is optimized for GCP services and uses Terraform specifically configured for deployment with it. - You do not need or want built-in CI/CD pipelines and evaluation tools, preferring to manage these components separately through different tools or self-configured setups. ## Common questions ### What is the difference between oh-my-agent and agent-starter-pack? oh-my-agent: Portable vendor-agnostic agent harness for project-specific AI agents and workflows. agent-starter-pack: Ship AI Agents to Google Cloud in minutes with built-in CI/CD, evaluation, and observability. See the comparison table for live GitHub stats and shared categories. ### When should I choose oh-my-agent over agent-starter-pack? Choose oh-my-agent over agent-starter-pack when oh-my-agent is primarily TypeScript; agent-starter-pack is Python; License: oh-my-agent is MIT, agent-starter-pack is Apache-2.0; Tags unique to oh-my-agent: agent-harness, agentic-coding, claude-code, codex; When you need a vendor-agnostic solution for deploying project-specific AI agents. ### When should I choose agent-starter-pack over oh-my-agent? Choose agent-starter-pack over oh-my-agent when agent-starter-pack is primarily Python; oh-my-agent is TypeScript; License: agent-starter-pack is Apache-2.0, oh-my-agent is MIT; Requirements: Depends on Python 3.10+.; Requires the Google Cloud SDK for interacting with GCP services.; Terraform is needed for deployment purposes.; Make utility should be installed for development tasks.; Tags unique to agent-starter-pack: agents, gcp, gemini, genai-agents; Also covers Evaluation & Observability; You are working with Google Cloud and wish to deploy generative AI agents quickly using production-ready templates that come with integrated CI/CD pipelines. ### When should I avoid oh-my-agent? If you prefer frameworks that are tightly coupled to specific vendors or technologies In scenarios where the codebase does not benefit from additional abstractions provided by a harness for multi-agent systems ### When should I avoid agent-starter-pack? Your project is hosted on a cloud provider other than Google Cloud, as this tool is optimized for GCP services and uses Terraform specifically configured for deployment with it. You do not need or want built-in CI/CD pipelines and evaluation tools, preferring to manage these components separately through different tools or self-configured setups. ### Is oh-my-agent or agent-starter-pack more popular on GitHub? agent-starter-pack has more GitHub stars (6,558 vs 1,311). Stars measure visibility, not whether either tool fits your constraints. ### Are oh-my-agent and agent-starter-pack open source? Yes - both are open-source projects on GitHub (oh-my-agent: MIT, agent-starter-pack: Apache-2.0). ### Where can I find alternatives to oh-my-agent or agent-starter-pack? GraphCanon lists graph-backed alternatives at [oh-my-agent alternatives](/tools/first-fluke-oh-my-agent/alternatives) and [agent-starter-pack alternatives](/tools/googlecloudplatform-agent-starter-pack/alternatives) ([oh-my-agent markdown twin](/tools/first-fluke-oh-my-agent/alternatives.md), [agent-starter-pack markdown twin](/tools/googlecloudplatform-agent-starter-pack/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/first-fluke-oh-my-agent-vs-googlecloudplatform-agent-starter-pack.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, oh-my-agent or agent-starter-pack? oh-my-agent: Very active. agent-starter-pack: Steady. 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 oh-my-agent and agent-starter-pack? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [oh-my-agent trust report](/tools/first-fluke-oh-my-agent/trust); [agent-starter-pack trust report](/tools/googlecloudplatform-agent-starter-pack/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=first-fluke-oh-my-agent`](/api/graphcanon/graph?tool=first-fluke-oh-my-agent) - 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/_