--- title: "clyro vs career-ops" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/getclyro-clyro-vs-santifer-career-ops" tools: ["getclyro-clyro", "santifer-career-ops"] --- # clyro vs career-ops *GraphCanon updated Sep 20, 2026* ## Verdict Pick clyro if clyro is noted for its governance and real-time monitoring features designed to prevent AI agent failures including infinite loops, unexpected costs, and policy violations; 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 a. [clyro](https://clyro.dev/) reports 55 GitHub stars, 2 forks, and 0 open issues, last pushed Aug 14, 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 [clyro's repository](https://github.com/getclyro/clyro) and [career-ops's repository](https://github.com/santifer/career-ops). | | [clyro](/tools/getclyro-clyro.md) | [career-ops](/tools/santifer-career-ops.md) | | --- | --- | --- | | Tagline | Clyro is a governance platform for AI agents that stops failures before they happen. | Open-source AI job search tool that automates the process of scanning job portals, scoring listings, and tailoring CVs for applicants. | | Stars | 55 | 72,182 | | Forks | 2 | 13,600 | | Open issues | 0 | 537 | | Language | Python | JavaScript | | Adopt for | Clyro is noted for its governance and real-time monitoring features designed to prevent AI agent failures including infinite loops, unexpected costs, and policy violations. | 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 | Apache-2.0 | MIT | | Categories | AI Agents, Evaluation & Observability | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [clyro](/tools/getclyro-clyro.md) | [career-ops](/tools/santifer-career-ops.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Very active (96%) | | Days since push | 30d | 0d | | Open issues (now) | 0 | 537 | | Stars delta | +2 (30d) | +8.7k (30d) | | Open issues delta | -1 (30d) | +260 (30d) | | Full report | [trust report](/tools/getclyro-clyro/trust.md) | [trust report](/tools/santifer-career-ops/trust.md) | ## Decision facts: clyro - **Requirements:** Requires Python version 3.11 or higher.; Additional dependencies include httpx, pydantic, structlog, tenacity, aiosqlite, and pyyaml. - **Adopt for:** Clyro is noted for its governance and real-time monitoring features designed to prevent AI agent failures including infinite loops, unexpected costs, and policy violations. ## 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 clyro if… - clyro is primarily Python; career-ops is JavaScript. - License: clyro is Apache-2.0, career-ops is MIT. - Requirements: Requires Python version 3.11 or higher.; Additional dependencies include httpx, pydantic, structlog, tenacity, aiosqlite, and pyyaml.. - Tags unique to clyro: agents, ai-governance, cost-limits, infinite-loops. - Also covers Evaluation & Observability. - When you want automated cost control measures that halt execution before spending exceeds a predetermined threshold, unlike competitors that may only notify you of overruns. ### Choose career-ops if… - career-ops is primarily JavaScript; clyro is Python. - License: career-ops is MIT, clyro is Apache-2.0. - 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. - career-ops ships Docker support for self-hosted deployment. - 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 clyro - In situations demanding lightweight solutions without extensive dependencies since Clyro requires specific versions and additional Python packages like httpx and pydantic. - When you prioritize manual inspection over automated monitoring; Clyro is best for use cases where automated intervention in response to potential failures is more beneficial than human oversight. ## 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 clyro and career-ops? clyro: Clyro is a governance platform for AI agents that stops failures before they happen.. 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 clyro over career-ops? Choose clyro over career-ops when clyro is primarily Python; career-ops is JavaScript; License: clyro is Apache-2.0, career-ops is MIT; Requirements: Requires Python version 3.11 or higher.; Additional dependencies include httpx, pydantic, structlog, tenacity, aiosqlite, and pyyaml.; Tags unique to clyro: agents, ai-governance, cost-limits, infinite-loops; Also covers Evaluation & Observability; When you want automated cost control measures that halt execution before spending exceeds a predetermined threshold, unlike competitors that may only notify you of overruns. ### When should I choose career-ops over clyro? Choose career-ops over clyro when career-ops is primarily JavaScript; clyro is Python; License: career-ops is MIT, clyro is Apache-2.0; 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; career-ops ships Docker support for self-hosted deployment; 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 clyro? In situations demanding lightweight solutions without extensive dependencies since Clyro requires specific versions and additional Python packages like httpx and pydantic. When you prioritize manual inspection over automated monitoring; Clyro is best for use cases where automated intervention in response to potential failures is more beneficial than human oversight. ### 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 clyro or career-ops more popular on GitHub? career-ops has more GitHub stars (72,182 vs 55). Stars measure visibility, not whether either tool fits your constraints. ### Are clyro and career-ops open source? Yes - both are open-source projects on GitHub (clyro: Apache-2.0, career-ops: MIT). ### Where can I find alternatives to clyro or career-ops? GraphCanon lists graph-backed alternatives at [clyro alternatives](/tools/getclyro-clyro/alternatives) and [career-ops alternatives](/tools/santifer-career-ops/alternatives) ([clyro markdown twin](/tools/getclyro-clyro/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/getclyro-clyro-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, clyro or career-ops? clyro: Steady. 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 clyro and career-ops? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [clyro trust report](/tools/getclyro-clyro/trust); [career-ops trust report](/tools/santifer-career-ops/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=getclyro-clyro`](/api/graphcanon/graph?tool=getclyro-clyro) - 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/_