--- title: "cordum vs career-ops" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/cordum-io-cordum-vs-santifer-career-ops" tools: ["cordum-io-cordum", "santifer-career-ops"] --- # cordum vs career-ops *GraphCanon updated Sep 20, 2026* ## Verdict Pick cordum if cordum is an action firewall for AI agents, designed to enforce policy and human approval before risky operations, with a focus on auditability and compliance; pick career-ops if career-ops is an open-source AI job search tool designed to automate scanning job portals in the tech industry, scoring job listings for suitability, and customizing resumes, all run from. [cordum](https://github.com/cordum-io/cordum) reports 507 GitHub stars, 33 forks, and 30 open issues, last pushed Sep 17, 2026. [career-ops](https://career-ops.org) has 72k stars, 14k forks, and 537 open issues, last pushed Sep 19, 2026. Figures are from public GitHub metadata via [cordum's repository](https://github.com/cordum-io/cordum) and [career-ops's repository](https://github.com/santifer/career-ops). | | [cordum](/tools/cordum-io-cordum.md) | [career-ops](/tools/santifer-career-ops.md) | | --- | --- | --- | | Tagline | The action firewall for AI agents, enforcing policy and human approval before risky operations. | Open-source AI job search tool that automates the process of scanning job portals, scoring listings, and tailoring CVs for applicants. | | Stars | 507 | 72,182 | | Forks | 33 | 13,600 | | Open issues | 30 | 537 | | Language | Go | JavaScript | | Adopt for | Cordum is an action firewall for AI agents, designed to enforce policy and human approval before risky operations, with a focus on auditability and compliance. | career-ops is an open-source AI job search tool designed to automate scanning job portals in the tech industry, scoring job listings for suitability, and customizing resumes, all run from a CLI interface. | | Persona | - | - | | Runtime | - | - | | License | Other | MIT | | Categories | AI Agents, Evaluation & Observability | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [cordum](/tools/cordum-io-cordum.md) | [career-ops](/tools/santifer-career-ops.md) | | --- | --- | --- | | Open issues (now) | 30 | 537 | | Stars delta | +13 (30d) | +8.7k (30d) | | Open issues delta | +14 (30d) | +260 (30d) | | Full report | [trust report](/tools/cordum-io-cordum/trust.md) | [trust report](/tools/santifer-career-ops/trust.md) | ## Decision facts: cordum - **Adopt for:** Cordum is an action firewall for AI agents, designed to enforce policy and human approval before risky operations, with a focus on auditability and compliance. ## Decision facts: career-ops - **Pricing:** freemium - The tool is open source and distributed under the MIT license, free to use. However, premium services or integrations might be available for additional costs. - **Adopt for:** career-ops is an open-source AI job search tool designed to automate scanning job portals in the tech industry, scoring job listings for suitability, and customizing resumes, all run from a CLI interface. ## Choose when ### Choose cordum if… - cordum is primarily Go; career-ops is JavaScript. - License: cordum is Other, career-ops is MIT. - Tags unique to cordum: agent-framework, ai-governance, audit-trail, human-in-the-loop. - Also covers Evaluation & Observability. - When you need a framework that ensures human approval before AI agents execute risky operations, such as shell commands or production changes. ### Choose career-ops if… - career-ops is primarily JavaScript; cordum is Go. - License: career-ops is MIT, cordum is Other. - Pricing: The tool is open source and distributed under the MIT license, free to use. However, premium services or integrations might be available for additional costs.. - Tags unique to career-ops: ai, ai-agent, careerops, job-hunting. - Also covers Developer Tools. - When you are actively searching for tech-related jobs and need tools to streamline resume tailoring and application tracking on your local machine. ## When NOT to use cordum - If you are looking for a solution that can be offered as a competing hosted service before January 1, 2029, as the current license restricts this use case. - When your deployment environment does not meet the prerequisites for running Cordum, such as Docker Desktop v4+, Go 1.26.3+, and at least 4 GB of RAM. - If your organization does not require a full stack setup including an API gateway, scheduler, safety kernel, workflow engine, context engine, dashboard, NATS, and TLS-secured Redis. - When you prefer a tool that does not enforce a human-in-the-loop approval process for AI actions, and you are comfortable with less stringent governance measures. ## When NOT to use career-ops - Avoid using this tool if you prefer web-based job search solutions and do not want to manage the application locally on your machine. - Career-ops may not be suitable for users looking for robust automation of resume creation from scratch, as it focuses more on tailoring existing CVs. ## Common questions ### What is the difference between cordum and career-ops? cordum: The action firewall for AI agents, enforcing policy and human approval before risky operations.. career-ops: Open-source AI job search tool that automates the process of scanning job portals, scoring listings, and tailoring CVs for applicants.. See the comparison table for live GitHub stats and shared categories. ### When should I choose cordum over career-ops? Choose cordum over career-ops when cordum is primarily Go; career-ops is JavaScript; License: cordum is Other, career-ops is MIT; Tags unique to cordum: agent-framework, ai-governance, audit-trail, human-in-the-loop; Also covers Evaluation & Observability; When you need a framework that ensures human approval before AI agents execute risky operations, such as shell commands or production changes. ### When should I choose career-ops over cordum? Choose career-ops over cordum when career-ops is primarily JavaScript; cordum is Go; License: career-ops is MIT, cordum is Other; Pricing: The tool is open source and distributed under the MIT license, free to use. However, premium services or integrations might be available for additional costs.; Tags unique to career-ops: ai, ai-agent, careerops, job-hunting; Also covers Developer Tools; When you are actively searching for tech-related jobs and need tools to streamline resume tailoring and application tracking on your local machine. ### When should I avoid cordum? If you are looking for a solution that can be offered as a competing hosted service before January 1, 2029, as the current license restricts this use case. When your deployment environment does not meet the prerequisites for running Cordum, such as Docker Desktop v4+, Go 1.26.3+, and at least 4 GB of RAM. If your organization does not require a full stack setup including an API gateway, scheduler, safety kernel, workflow engine, context engine, dashboard, NATS, and TLS-secured Redis. When you prefer a tool that does not enforce a human-in-the-loop approval process for AI actions, and you are comfortable with less stringent governance measures. ### When should I avoid career-ops? Avoid using this tool if you prefer web-based job search solutions and do not want to manage the application locally on your machine. Career-ops may not be suitable for users looking for robust automation of resume creation from scratch, as it focuses more on tailoring existing CVs. ### Is cordum or career-ops more popular on GitHub? career-ops has more GitHub stars (72,182 vs 507). Stars measure visibility, not whether either tool fits your constraints. ### Are cordum and career-ops open source? Yes - both are open-source projects on GitHub (cordum: Other, career-ops: MIT). ### Where can I find alternatives to cordum or career-ops? GraphCanon lists graph-backed alternatives at [cordum alternatives](/tools/cordum-io-cordum/alternatives) and [career-ops alternatives](/tools/santifer-career-ops/alternatives) ([cordum markdown twin](/tools/cordum-io-cordum/alternatives.md), [career-ops markdown twin](/tools/santifer-career-ops/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/cordum-io-cordum-vs-santifer-career-ops.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, cordum or career-ops? cordum: Very active. career-ops: 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 cordum and career-ops? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [cordum trust report](/tools/cordum-io-cordum/trust); [career-ops trust report](/tools/santifer-career-ops/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=cordum-io-cordum`](/api/graphcanon/graph?tool=cordum-io-cordum) - 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/_