--- title: "alan-sdk-web vs agents-from-scratch" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/alan-ai-alan-sdk-web-vs-pguso-agents-from-scratch" tools: ["alan-ai-alan-sdk-web", "pguso-agents-from-scratch"] --- # alan-sdk-web vs agents-from-scratch *GraphCanon updated Sep 20, 2026* ## Verdict Pick alan-sdk-web if enables embedding of Alan AI's intelligent layer into web applications to auto-generate features based on user needs using the Three-Layer AI architecture; pick agents-from-scratch if agents-from-scratch is for those who want absolute control over their AI agent development using only local resources and Python, focusing on deep learning without relying on external frameworks or cloud dependencies. [alan-sdk-web](https://alan.app/) reports 2.4k GitHub stars, 106 forks, and 38 open issues, last pushed Sep 14, 2026. [agents-from-scratch](https://github.com/pguso/agents-from-scratch) has 1.0k stars, 251 forks, and 4 open issues, last pushed Jul 25, 2026. Figures are from public GitHub metadata via [alan-sdk-web's repository](https://github.com/alan-ai/alan-sdk-web) and [agents-from-scratch's repository](https://github.com/pguso/agents-from-scratch). | | [alan-sdk-web](/tools/alan-ai-alan-sdk-web.md) | [agents-from-scratch](/tools/pguso-agents-from-scratch.md) | | --- | --- | --- | | Tagline | The Self-Coding System for Your App, Alan AI SDK for Web | Build AI agents locally without relying on frameworks or cloud APIs. | | Stars | 2,426 | 1,017 | | Forks | 106 | 251 | | Open issues | 38 | 4 | | Language | - | Python | | Adopt for | Enables embedding of Alan AI's intelligent layer into web applications to auto-generate features based on user needs using the Three-Layer AI architecture. | agents-from-scratch is for those who want absolute control over their AI agent development using only local resources and Python, focusing on deep learning without relying on external frameworks or cloud dependencies. | | Persona | - | - | | Runtime | - | - | | License | - | MIT License: Permissive licensing allowing free use and distribution for both commercial and non-commercial purposes. | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [alan-sdk-web](/tools/alan-ai-alan-sdk-web.md) | [agents-from-scratch](/tools/pguso-agents-from-scratch.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Steady (60%) | | Days since push | 1d | 56d | | Open issues (now) | 38 | 4 | | Stars delta | -5 (30d) | +63 (30d) | | Open issues delta | 0 (30d) | +1 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/alan-ai-alan-sdk-web/trust.md) | [trust report](/tools/pguso-agents-from-scratch/trust.md) | ## Decision facts: alan-sdk-web - **Adopt for:** Enables embedding of Alan AI's intelligent layer into web applications to auto-generate features based on user needs using the Three-Layer AI architecture. ## Decision facts: agents-from-scratch - **Requirements:** Min 8 GB RAM; Local large language model availability is critical as the tool does not utilize any cloud APIs. - **Adopt for:** agents-from-scratch is for those who want absolute control over their AI agent development using only local resources and Python, focusing on deep learning without relying on external frameworks or cloud dependencies. - **License detail:** MIT License: Permissive licensing allowing free use and distribution for both commercial and non-commercial purposes. ## Choose when ### Choose alan-sdk-web if… - Tags unique to alan-sdk-web: ai-assistant, conversational-ai, custom-dataset, enterprise. - To rapidly prototype new functionalities driven by user behavior without manual development - More GitHub stars (2.4k vs 1.0k) - visibility, not fit. ### Choose agents-from-scratch if… - Requirements: Min 8 GB RAM; Local large language model availability is critical as the tool does not utilize any cloud APIs.. - Tags unique to agents-from-scratch: agent-architecture, ai-agents, llm, local-llm. - You plan to teach yourself or others about the fundamentals of creating AI agents from ground zero with complete transparency into each layer of architecture. ## When NOT to use alan-sdk-web - If project requires minimal or no integration with external services, APIs, or GUIs - When strict control over every single code line is necessary due to security policies ## When NOT to use agents-from-scratch - You are working on an application that needs to be deployed quickly. The tool's approach from first principles can be time-consuming compared to using established frameworks. - If you need scalability or cloud capabilities such as easy scaling with demand, this tool will not provide these features since it strictly operates on local infrastructure. ## Common questions ### What is the difference between alan-sdk-web and agents-from-scratch? alan-sdk-web: The Self-Coding System for Your App, Alan AI SDK for Web. agents-from-scratch: Build AI agents locally without relying on frameworks or cloud APIs.. See the comparison table for live GitHub stats and shared categories. ### When should I choose alan-sdk-web over agents-from-scratch? Choose alan-sdk-web over agents-from-scratch when Tags unique to alan-sdk-web: ai-assistant, conversational-ai, custom-dataset, enterprise; To rapidly prototype new functionalities driven by user behavior without manual development; More GitHub stars (2.4k vs 1.0k) - visibility, not fit. ### When should I choose agents-from-scratch over alan-sdk-web? Choose agents-from-scratch over alan-sdk-web when Requirements: Min 8 GB RAM; Local large language model availability is critical as the tool does not utilize any cloud APIs.; Tags unique to agents-from-scratch: agent-architecture, ai-agents, llm, local-llm; You plan to teach yourself or others about the fundamentals of creating AI agents from ground zero with complete transparency into each layer of architecture. ### When should I avoid alan-sdk-web? If project requires minimal or no integration with external services, APIs, or GUIs When strict control over every single code line is necessary due to security policies ### When should I avoid agents-from-scratch? You are working on an application that needs to be deployed quickly. The tool's approach from first principles can be time-consuming compared to using established frameworks. If you need scalability or cloud capabilities such as easy scaling with demand, this tool will not provide these features since it strictly operates on local infrastructure. ### Is alan-sdk-web or agents-from-scratch more popular on GitHub? alan-sdk-web has more GitHub stars (2,426 vs 1,017). Stars measure visibility, not whether either tool fits your constraints. ### Are alan-sdk-web and agents-from-scratch open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to alan-sdk-web or agents-from-scratch? GraphCanon lists graph-backed alternatives at [alan-sdk-web alternatives](/tools/alan-ai-alan-sdk-web/alternatives) and [agents-from-scratch alternatives](/tools/pguso-agents-from-scratch/alternatives) ([alan-sdk-web markdown twin](/tools/alan-ai-alan-sdk-web/alternatives.md), [agents-from-scratch markdown twin](/tools/pguso-agents-from-scratch/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/alan-ai-alan-sdk-web-vs-pguso-agents-from-scratch.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, alan-sdk-web or agents-from-scratch? alan-sdk-web: Very active. agents-from-scratch: 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 alan-sdk-web and agents-from-scratch? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [alan-sdk-web trust report](/tools/alan-ai-alan-sdk-web/trust); [agents-from-scratch trust report](/tools/pguso-agents-from-scratch/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=alan-ai-alan-sdk-web`](/api/graphcanon/graph?tool=alan-ai-alan-sdk-web) - 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/_