--- title: "surf vs ai-notes" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/deta-surf-vs-swyxio-ai-notes" tools: ["deta-surf", "swyxio-ai-notes"] --- # surf vs ai-notes *GraphCanon updated Aug 12, 2026* ## Verdict Pick surf if surf is an open-source tool for managing personal notes by integrating local or remote AI models to process files and webpages; pick ai-notes if ai-notes offers curated resources centered around recent AI advancements for software engineers, particularly in GPT models and multimodal applications. [surf](https://deta.surf) reports 3.5k GitHub stars, 251 forks, and 32 open issues, last pushed Aug 10, 2026. [ai-notes](https://latent.space/) has 6.2k stars, 560 forks, and 9 open issues, last pushed Feb 16, 2026. Figures are from public GitHub metadata via [surf's repository](https://github.com/deta/surf) and [ai-notes's repository](https://github.com/swyxio/ai-notes). | | [surf](/tools/deta-surf.md) | [ai-notes](/tools/swyxio-ai-notes.md) | | --- | --- | --- | | Tagline | Tools for organizing files and webpages locally to generate notes using personal AI notebooks. | Notes for software engineers on recent AI developments | | Stars | 3,522 | 6,243 | | Forks | 251 | 560 | | Open issues | 32 | 9 | | Language | TypeScript | HTML | | Adopt for | surf is an open-source tool for managing personal notes by integrating local or remote AI models to process files and webpages. | ai-notes offers curated resources centered around recent AI advancements for software engineers, particularly in GPT models and multimodal applications. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | The MIT License grants permission to use the tool freely under certain conditions, typically including attribution and non-liability terms. | | Categories | Data & Retrieval, Developer Tools, LLM Frameworks | Data & Retrieval, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [surf](/tools/deta-surf.md) | [ai-notes](/tools/swyxio-ai-notes.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 2d | 161d | | Open issues (now) | 32 | 9 | | Owner type | Organization | User | | Full report | [trust report](/tools/deta-surf/trust.md) | [trust report](/tools/swyxio-ai-notes/trust.md) | ## Decision facts: surf - **Adopt for:** surf is an open-source tool for managing personal notes by integrating local or remote AI models to process files and webpages. ## Decision facts: ai-notes - **Adopt for:** ai-notes offers curated resources centered around recent AI advancements for software engineers, particularly in GPT models and multimodal applications. - **License detail:** The MIT License grants permission to use the tool freely under certain conditions, typically including attribution and non-liability terms. ## Choose when ### Choose surf if… - surf is primarily TypeScript; ai-notes is HTML. - License: surf is Apache-2.0, ai-notes is MIT. - Tags unique to surf: claude, deepseek, gemma, knowledge-base. - Also covers LLM Frameworks. - Need a robust integration with both local and remote language models for comprehensive note creation ### Choose ai-notes if… - ai-notes is primarily HTML; surf is TypeScript. - License: ai-notes is MIT, surf is Apache-2.0. - Tags unique to ai-notes: ai, gpt, multimodal, prompt-engineering. - You are working on projects involving GPT models or multimodal applications and require the latest insights from Latent.Space content creation efforts. ## When NOT to use surf - Prefer using proprietary, closed-source tools that do not allow open model choices - Require extensive cloud-based collaboration features among multiple users ## When NOT to use ai-notes - The focus of your project lies beyond GPT models or multimodal applications as ai-notes does not delve into non-GPT AI advancements. - You are in search of comprehensive tutorials on all major AI frameworks, since ai-notes is primarily centered around specific topics under Latent.Space. ## Common questions ### What is the difference between surf and ai-notes? surf: Tools for organizing files and webpages locally to generate notes using personal AI notebooks.. ai-notes: Notes for software engineers on recent AI developments. See the comparison table for live GitHub stats and shared categories. ### When should I choose surf over ai-notes? Choose surf over ai-notes when surf is primarily TypeScript; ai-notes is HTML; License: surf is Apache-2.0, ai-notes is MIT; Tags unique to surf: claude, deepseek, gemma, knowledge-base; Also covers LLM Frameworks; Need a robust integration with both local and remote language models for comprehensive note creation. ### When should I choose ai-notes over surf? Choose ai-notes over surf when ai-notes is primarily HTML; surf is TypeScript; License: ai-notes is MIT, surf is Apache-2.0; Tags unique to ai-notes: ai, gpt, multimodal, prompt-engineering; You are working on projects involving GPT models or multimodal applications and require the latest insights from Latent.Space content creation efforts. ### When should I avoid surf? Prefer using proprietary, closed-source tools that do not allow open model choices Require extensive cloud-based collaboration features among multiple users ### When should I avoid ai-notes? The focus of your project lies beyond GPT models or multimodal applications as ai-notes does not delve into non-GPT AI advancements. You are in search of comprehensive tutorials on all major AI frameworks, since ai-notes is primarily centered around specific topics under Latent.Space. ### Is surf or ai-notes more popular on GitHub? ai-notes has more GitHub stars (6,243 vs 3,522). Stars measure visibility, not whether either tool fits your constraints. ### Are surf and ai-notes open source? Yes - both are open-source projects on GitHub (surf: Apache-2.0, ai-notes: MIT). ### Where can I find alternatives to surf or ai-notes? GraphCanon lists graph-backed alternatives at [surf alternatives](/tools/deta-surf/alternatives) and [ai-notes alternatives](/tools/swyxio-ai-notes/alternatives) ([surf markdown twin](/tools/deta-surf/alternatives.md), [ai-notes markdown twin](/tools/swyxio-ai-notes/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/deta-surf-vs-swyxio-ai-notes.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, surf or ai-notes? surf: Very active. ai-notes: Slowing. 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 surf and ai-notes? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [surf trust report](/tools/deta-surf/trust); [ai-notes trust report](/tools/swyxio-ai-notes/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=deta-surf`](/api/graphcanon/graph?tool=deta-surf) - 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/_