--- title: "astron-rpa vs Dayflow" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/iflytek-astron-rpa-vs-jerryzliu-dayflow" tools: ["iflytek-astron-rpa", "jerryzliu-dayflow"] --- # astron-rpa vs Dayflow *GraphCanon updated Sep 20, 2026* ## Verdict Pick astron-rpa if astron-rpa integrates AI agents for robust automation in various environments using Java, with a focus on data privacy and security compliance; pick Dayflow if dayflow is an open-source local-first macOS application that tracks user activities and accomplishments through screen recording with optional AI integrations to enhance productivity. [astron-rpa](http://www.iflyrpa.com) reports 5.5k GitHub stars, 598 forks, and 58 open issues, last pushed Sep 16, 2026. [Dayflow](https://www.dayflow.so/) has 7.1k stars, 438 forks, and 91 open issues, last pushed Sep 18, 2026. Figures are from public GitHub metadata via [astron-rpa's repository](https://github.com/iflytek/astron-rpa) and [Dayflow's repository](https://github.com/JerryZLiu/Dayflow). | | [astron-rpa](/tools/iflytek-astron-rpa.md) | [Dayflow](/tools/jerryzliu-dayflow.md) | | --- | --- | --- | | Tagline | Agent-ready RPA suite with automation tools for various environments | Automatic work journal and time tracker with AI integration | | Stars | 5,542 | 7,144 | | Forks | 598 | 438 | | Open issues | 58 | 91 | | Language | Python | Swift | | Adopt for | astron-rpa integrates AI agents for robust automation in various environments using Java, with a focus on data privacy and security compliance. | Dayflow is an open-source local-first macOS application that tracks user activities and accomplishments through screen recording with optional AI integrations to enhance productivity. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | AI Agents, Developer Tools | Developer Tools, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [astron-rpa](/tools/iflytek-astron-rpa.md) | [Dayflow](/tools/jerryzliu-dayflow.md) | | --- | --- | --- | | Days since push | 4d | 1d | | Open issues (now) | 58 | 91 | | Stars delta | -268 (30d) | +274 (30d) | | Open issues delta | +15 (30d) | +2 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/iflytek-astron-rpa/trust.md) | [trust report](/tools/jerryzliu-dayflow/trust.md) | ## Decision facts: astron-rpa - **Adopt for:** astron-rpa integrates AI agents for robust automation in various environments using Java, with a focus on data privacy and security compliance. ## Decision facts: Dayflow - **Adopt for:** Dayflow is an open-source local-first macOS application that tracks user activities and accomplishments through screen recording with optional AI integrations to enhance productivity. ## Choose when ### Choose astron-rpa if… - astron-rpa is primarily Python; Dayflow is Swift. - License: astron-rpa is Apache-2.0, Dayflow is MIT. - Tags unique to astron-rpa: agent, astron, automation, data-privacy. - Also covers AI Agents. - For enterprises that prioritize security compliance and need self-hosted solutions to maintain control over their data. ### Choose Dayflow if… - Dayflow is primarily Swift; astron-rpa is Python. - License: Dayflow is MIT, astron-rpa is Apache-2.0. - Tags unique to Dayflow: chatgpt, claude, gemini, lmstudio. - Also covers Model Training. - You need automatic tracking of your work on macOS, without cloud-based processing. ## When NOT to use astron-rpa - If your team or organization is not comfortable working within the restrictions of Java, preferring multi-platform support or another programming language. - For projects where immediate access to third-party APIs is crucial and self-hosted solutions may add unnecessary layers of complexity in integration. - When strict operational requirements demand real-time task visibility that astron-rpa's architecture does not natively support without significant customization. ## When NOT to use Dayflow - If you require cross-platform support beyond macOS. - Looking for a solution that does not involve screen recording due to privacy concerns. ## Common questions ### What is the difference between astron-rpa and Dayflow? astron-rpa: Agent-ready RPA suite with automation tools for various environments. Dayflow: Automatic work journal and time tracker with AI integration. See the comparison table for live GitHub stats and shared categories. ### When should I choose astron-rpa over Dayflow? Choose astron-rpa over Dayflow when astron-rpa is primarily Python; Dayflow is Swift; License: astron-rpa is Apache-2.0, Dayflow is MIT; Tags unique to astron-rpa: agent, astron, automation, data-privacy; Also covers AI Agents; For enterprises that prioritize security compliance and need self-hosted solutions to maintain control over their data. ### When should I choose Dayflow over astron-rpa? Choose Dayflow over astron-rpa when Dayflow is primarily Swift; astron-rpa is Python; License: Dayflow is MIT, astron-rpa is Apache-2.0; Tags unique to Dayflow: chatgpt, claude, gemini, lmstudio; Also covers Model Training; You need automatic tracking of your work on macOS, without cloud-based processing. ### When should I avoid astron-rpa? If your team or organization is not comfortable working within the restrictions of Java, preferring multi-platform support or another programming language. For projects where immediate access to third-party APIs is crucial and self-hosted solutions may add unnecessary layers of complexity in integration. When strict operational requirements demand real-time task visibility that astron-rpa's architecture does not natively support without significant customization. ### When should I avoid Dayflow? If you require cross-platform support beyond macOS. Looking for a solution that does not involve screen recording due to privacy concerns. ### Is astron-rpa or Dayflow more popular on GitHub? Dayflow has more GitHub stars (7,144 vs 5,542). Stars measure visibility, not whether either tool fits your constraints. ### Are astron-rpa and Dayflow open source? Yes - both are open-source projects on GitHub (astron-rpa: Apache-2.0, Dayflow: MIT). ### Where can I find alternatives to astron-rpa or Dayflow? GraphCanon lists graph-backed alternatives at [astron-rpa alternatives](/tools/iflytek-astron-rpa/alternatives) and [Dayflow alternatives](/tools/jerryzliu-dayflow/alternatives) ([astron-rpa markdown twin](/tools/iflytek-astron-rpa/alternatives.md), [Dayflow markdown twin](/tools/jerryzliu-dayflow/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/iflytek-astron-rpa-vs-jerryzliu-dayflow.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, astron-rpa or Dayflow? astron-rpa: Very active. Dayflow: 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 astron-rpa and Dayflow? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [astron-rpa trust report](/tools/iflytek-astron-rpa/trust); [Dayflow trust report](/tools/jerryzliu-dayflow/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=iflytek-astron-rpa`](/api/graphcanon/graph?tool=iflytek-astron-rpa) - 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/_