--- title: "ChatGPT-Free-Prompt-List vs ai-engineering-from-scratch" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/mattnigh-chatgpt-free-prompt-list-vs-rohitg00-ai-engineering-from-scratch" tools: ["mattnigh-chatgpt-free-prompt-list", "rohitg00-ai-engineering-from-scratch"] --- # ChatGPT-Free-Prompt-List vs ai-engineering-from-scratch *GraphCanon updated Jul 11, 2026* ## Verdict Pick ChatGPT-Free-Prompt-List when chatGPT-Free-Prompt-List is primarily TypeScript; ai-engineering-from-scratch is Python; pick ai-engineering-from-scratch when ai-engineering-from-scratch is primarily Python; ChatGPT-Free-Prompt-List is TypeScript. [ChatGPT-Free-Prompt-List](https://www.prompt-bin.com/) reports 2.3k GitHub stars, 181 forks, and 2 open issues, last pushed May 2, 2025. [ai-engineering-from-scratch](https://aiengineeringfromscratch.com) has 38k stars, 6.3k forks, and 96 open issues, last pushed Jun 25, 2026. Figures are from public GitHub metadata via [ChatGPT-Free-Prompt-List's repository](https://github.com/mattnigh/ChatGPT-Free-Prompt-List) and [ai-engineering-from-scratch's repository](https://github.com/rohitg00/ai-engineering-from-scratch). | | [ChatGPT-Free-Prompt-List](/tools/mattnigh-chatgpt-free-prompt-list.md) | [ai-engineering-from-scratch](/tools/rohitg00-ai-engineering-from-scratch.md) | | --- | --- | --- | | Tagline | A free guide for learning to create ChatGPT3 Prompts | Learn it. Build it. Ship it for others. | | Stars | 2,291 | 37,922 | | Forks | 181 | 6,329 | | Open issues | 2 | 96 | | Language | TypeScript | Python | | Adopt for | - | Specifically designed for individuals looking to build a comprehensive understanding of AI tools and frameworks from the ground up. | | Persona | - | - | | Runtime | - | - | | License | - | MIT | | Categories | LLM Frameworks | LLM Frameworks, AI Agents, Computer Vision, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ChatGPT-Free-Prompt-List](/tools/mattnigh-chatgpt-free-prompt-list.md) | [ai-engineering-from-scratch](/tools/rohitg00-ai-engineering-from-scratch.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Active (82%) | | Days since push | 435d | 15d | | Open issues (now) | 2 | 96 | | Security scan | No lockfile | No MCP manifest | | Full report | [trust report](/tools/mattnigh-chatgpt-free-prompt-list/trust.md) | [trust report](/tools/rohitg00-ai-engineering-from-scratch/trust.md) | ## Decision facts: ai-engineering-from-scratch - **Pricing:** freemium - The `ai-engineering-from-scratch` repository is free and open-source under an MIT license, but for full access to additional resources or support, a paid option may be provided. Consult official or up - **Adopt for:** Specifically designed for individuals looking to build a comprehensive understanding of AI tools and frameworks from the ground up. ## Choose when ### Choose ChatGPT-Free-Prompt-List if… - ChatGPT-Free-Prompt-List is primarily TypeScript; ai-engineering-from-scratch is Python. - Tags unique to ChatGPT-Free-Prompt-List: ai, prompts, chatgpt, typescript. - Leaner open-issue backlog (2). ### Choose ai-engineering-from-scratch if… - ai-engineering-from-scratch is primarily Python; ChatGPT-Free-Prompt-List is TypeScript. - Pricing: The `ai-engineering-from-scratch` repository is free and open-source under an MIT license, but for full access to additional resources or support, a paid option may be provided. Consult official or up. - Tags unique to ai-engineering-from-scratch: deep-learning, ai-engineering, agents, llm. - Also covers AI Agents, Computer Vision, Developer Tools. - When you want to start with foundational knowledge and learn the intricacies behind AI systems. ## When NOT to use ChatGPT-Free-Prompt-List - Last GitHub push was 436 days ago (dormant maintenance, May 2, 2025). Validate activity before betting a new project on ChatGPT-Free-Prompt-List. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## When NOT to use ai-engineering-from-scratch - If you are looking for a quick setup or ready-to-go solution without diving into the foundational understanding. - When your project requires immediate practical application with less emphasis on self-implemented solutions from scratch. ## Common questions ### What is the difference between ChatGPT-Free-Prompt-List and ai-engineering-from-scratch? ChatGPT-Free-Prompt-List: A free guide for learning to create ChatGPT3 Prompts. ai-engineering-from-scratch: Learn it. Build it. Ship it for others.. See the comparison table for live GitHub stats and shared categories. ### When should I choose ChatGPT-Free-Prompt-List over ai-engineering-from-scratch? Choose ChatGPT-Free-Prompt-List over ai-engineering-from-scratch when ChatGPT-Free-Prompt-List is primarily TypeScript; ai-engineering-from-scratch is Python; Tags unique to ChatGPT-Free-Prompt-List: ai, prompts, chatgpt, typescript; Leaner open-issue backlog (2). ### When should I choose ai-engineering-from-scratch over ChatGPT-Free-Prompt-List? Choose ai-engineering-from-scratch over ChatGPT-Free-Prompt-List when ai-engineering-from-scratch is primarily Python; ChatGPT-Free-Prompt-List is TypeScript; Pricing: The `ai-engineering-from-scratch` repository is free and open-source under an MIT license, but for full access to additional resources or support, a paid option may be provided. Consult official or up; Tags unique to ai-engineering-from-scratch: deep-learning, ai-engineering, agents, llm; Also covers AI Agents, Computer Vision, Developer Tools; When you want to start with foundational knowledge and learn the intricacies behind AI systems. ### When should I avoid ChatGPT-Free-Prompt-List? Last GitHub push was 436 days ago (dormant maintenance, May 2, 2025). Validate activity before betting a new project on ChatGPT-Free-Prompt-List. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### When should I avoid ai-engineering-from-scratch? If you are looking for a quick setup or ready-to-go solution without diving into the foundational understanding. When your project requires immediate practical application with less emphasis on self-implemented solutions from scratch. ### Is ChatGPT-Free-Prompt-List or ai-engineering-from-scratch more popular on GitHub? ai-engineering-from-scratch has more GitHub stars (37,922 vs 2,291). Stars measure visibility, not whether either tool fits your constraints. ### Are ChatGPT-Free-Prompt-List and ai-engineering-from-scratch open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to ChatGPT-Free-Prompt-List or ai-engineering-from-scratch? GraphCanon lists graph-backed alternatives at [ChatGPT-Free-Prompt-List alternatives](/tools/mattnigh-chatgpt-free-prompt-list/alternatives) and [ai-engineering-from-scratch alternatives](/tools/rohitg00-ai-engineering-from-scratch/alternatives) ([ChatGPT-Free-Prompt-List markdown twin](/tools/mattnigh-chatgpt-free-prompt-list/alternatives.md), [ai-engineering-from-scratch markdown twin](/tools/rohitg00-ai-engineering-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/mattnigh-chatgpt-free-prompt-list-vs-rohitg00-ai-engineering-from-scratch.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, ChatGPT-Free-Prompt-List or ai-engineering-from-scratch? ChatGPT-Free-Prompt-List: Dormant. ai-engineering-from-scratch: 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 ChatGPT-Free-Prompt-List and ai-engineering-from-scratch? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ChatGPT-Free-Prompt-List trust report](/tools/mattnigh-chatgpt-free-prompt-list/trust); [ai-engineering-from-scratch trust report](/tools/rohitg00-ai-engineering-from-scratch/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=mattnigh-chatgpt-free-prompt-list`](/api/graphcanon/graph?tool=mattnigh-chatgpt-free-prompt-list) - 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/_