--- title: "alan-sdk-ionic vs agents-from-scratch" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/alan-ai-alan-sdk-ionic-vs-pguso-agents-from-scratch" tools: ["alan-ai-alan-sdk-ionic", "pguso-agents-from-scratch"] --- # alan-sdk-ionic vs agents-from-scratch *GraphCanon updated Sep 20, 2026* ## Verdict Pick alan-sdk-ionic if alan AI SDK for Ionic integrates voice control and conversational AI into Ionic apps through the Alan AI Platform's 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-ionic](https://alan.app) reports 1.6k GitHub stars, 21 forks, and 63 open issues, last pushed Apr 22, 2025. [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-ionic's repository](https://github.com/alan-ai/alan-sdk-ionic) and [agents-from-scratch's repository](https://github.com/pguso/agents-from-scratch). | | [alan-sdk-ionic](/tools/alan-ai-alan-sdk-ionic.md) | [agents-from-scratch](/tools/pguso-agents-from-scratch.md) | | --- | --- | --- | | Tagline | Self-Coding System for Your App - Alan AI SDK for Ionic | Build AI agents locally without relying on frameworks or cloud APIs. | | Stars | 1,648 | 1,017 | | Forks | 21 | 251 | | Open issues | 63 | 4 | | Language | TypeScript | Python | | Adopt for | Alan AI SDK for Ionic integrates voice control and conversational AI into Ionic apps through the Alan AI Platform's 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, Speech & Audio | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [alan-sdk-ionic](/tools/alan-ai-alan-sdk-ionic.md) | [agents-from-scratch](/tools/pguso-agents-from-scratch.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Steady (60%) | | Days since push | 515d | 56d | | Open issues (now) | 63 | 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-ionic/trust.md) | [trust report](/tools/pguso-agents-from-scratch/trust.md) | ## Decision facts: alan-sdk-ionic - **Adopt for:** Alan AI SDK for Ionic integrates voice control and conversational AI into Ionic apps through the Alan AI Platform's 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-ionic if… - alan-sdk-ionic is primarily TypeScript; agents-from-scratch is Python. - Tags unique to alan-sdk-ionic: alan-ionic-sdk, alan-studio, android, chatbot. - Also covers Speech & Audio. - If you are working with Ionic framework and want to enable voice interactions directly within your app ### Choose agents-from-scratch if… - agents-from-scratch is primarily Python; alan-sdk-ionic is TypeScript. - 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. - Also covers Developer Tools. - 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-ionic - When the project requires more customization or control over AI logic beyond what Alan AI Studio provides - For apps that need real-time data processing capabilities not supported by Alan's current architecture ## 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-ionic and agents-from-scratch? alan-sdk-ionic: Self-Coding System for Your App - Alan AI SDK for Ionic. 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-ionic over agents-from-scratch? Choose alan-sdk-ionic over agents-from-scratch when alan-sdk-ionic is primarily TypeScript; agents-from-scratch is Python; Tags unique to alan-sdk-ionic: alan-ionic-sdk, alan-studio, android, chatbot; Also covers Speech & Audio; If you are working with Ionic framework and want to enable voice interactions directly within your app. ### When should I choose agents-from-scratch over alan-sdk-ionic? Choose agents-from-scratch over alan-sdk-ionic when agents-from-scratch is primarily Python; alan-sdk-ionic is TypeScript; 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; Also covers Developer Tools; 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-ionic? When the project requires more customization or control over AI logic beyond what Alan AI Studio provides For apps that need real-time data processing capabilities not supported by Alan's current architecture ### 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-ionic or agents-from-scratch more popular on GitHub? alan-sdk-ionic has more GitHub stars (1,648 vs 1,017). Stars measure visibility, not whether either tool fits your constraints. ### Are alan-sdk-ionic and agents-from-scratch open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to alan-sdk-ionic or agents-from-scratch? GraphCanon lists graph-backed alternatives at [alan-sdk-ionic alternatives](/tools/alan-ai-alan-sdk-ionic/alternatives) and [agents-from-scratch alternatives](/tools/pguso-agents-from-scratch/alternatives) ([alan-sdk-ionic markdown twin](/tools/alan-ai-alan-sdk-ionic/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-ionic-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-ionic or agents-from-scratch? alan-sdk-ionic: Dormant. 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-ionic and agents-from-scratch? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [alan-sdk-ionic trust report](/tools/alan-ai-alan-sdk-ionic/trust); [agents-from-scratch trust report](/tools/pguso-agents-from-scratch/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=alan-ai-alan-sdk-ionic`](/api/graphcanon/graph?tool=alan-ai-alan-sdk-ionic) - 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/_