Comparison
hello-agents vs Magick
Verdict
Pick hello-agents if hello-Agents is a systematic learning tutorial for building AI-native intelligent agents, offering hands-on experience with core principles and practical implementation in Python; pick Magick if magick is a TypeScript-based toolkit focused on the development and fine-tuning of AI agents with integrations for large language models and support for no-code visual scripting.
Markdown twin · hello-agents alternatives · Magick alternatives
GraphCanon updated Sep 20, 2026
5views this month
vs
Trust & integrity
| Signal | hello-agents | Magick |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Dormant (452d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- hello-agents
- A comprehensive guide to building intelligent agents from scratch
- Magick
- Cutting-edge toolkit for AI builders
Stars
- hello-agents
- 80k
- Magick
- 847
Forks
- hello-agents
- 9.9k
- Magick
- 140
Open issues
- hello-agents
- 82
- Magick
- 32
Language
- hello-agents
- Python
- Magick
- TypeScript
Adopt for
- hello-agents
- Hello-Agents is a systematic learning tutorial for building AI-native intelligent agents, offering hands-on experience with core principles and practical implementation in Python.
- Magick
- Magick is a TypeScript-based toolkit focused on the development and fine-tuning of AI agents with integrations for large language models and support for no-code visual scripting.
Persona
- hello-agents
- -
- Magick
- -
Runtime
- hello-agents
- -
- Magick
- -
License
- hello-agents
- The license is not specified as open source, but the content is free to read and learn from.
- Magick
- Magick operates under a license that differs from typical open-source licenses. Users need to verify compatibility with their projects' licensing needs.
Last pushed
- hello-agents
- Sep 17, 2026
- Magick
- Jun 24, 2025
Categories
- hello-agents
- AI Agents, Model Training
- Magick
- AI Agents, Evaluation & Observability, LLM Frameworks, Model Training
Trust and health
Maintenance
- hello-agents
- Very active (96%)
- Magick
- Dormant (18%)
Days since push
- hello-agents
- 0d
- Magick
- 452d
Open issues (now)
- hello-agents
- 82
- Magick
- 32
Stars delta
- hello-agents
- +6.6k (30d)
- Magick
- +5 (30d)
Open issues delta
- hello-agents
- -73 (30d)
- Magick
- 0 (30d)
Full report
- hello-agents
- Trust report
- Magick
- Trust report
Choose hello-agents if…
- hello-agents is primarily Python; Magick is TypeScript.
- Pricing: The content is free to access and learn from, but there may be additional paid services or support options not detailed in the repository..
- Requirements: Min 4 GB RAM; Python is required for practical implementation and hands-on experience with the HelloAgents framework..
- Tags unique to hello-agents: llm, rag, tutorial.
- When you want to focus on building AI-native agents and understand their core principles and practical implementation.
When NOT to use hello-agents
- If you are looking for a tutorial that focuses on software engineering-based agents like Dify or Coze, which are more about process-driven software development.
- If you prefer a tool that does not emphasize the hands-on construction of an agent framework from the ground up using OpenAI's native API.
Choose Magick if…
- Magick is primarily TypeScript; hello-agents is Python.
- Pricing: No explicit pricing details provided in the repository data, indicating a trial or enterprise model potentially requiring direct inquiries for specific terms..
- Tags unique to Magick: agi, ai, blueprints-visual-scripting, embeddings.
- Also covers Evaluation & Observability, LLM Frameworks.
- - You are building AI agents or virtual assistants using large language models like Gemini, GPT-3, or GPT-4 that require visual scripting capabilities.
When NOT to use Magick
- - You are working on projects in a language other than TypeScript or prefer languages known for rapid prototyping without type safety.
- - Your team strictly adheres to code-only workflows without interest in visual scripting capabilities provided by tools like node editors and blueprint systems.
- - The project requires strict adherence to an open-source license; Magick's licensing is not standard OSS, which can affect integration requirements.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (datawhalechina/hello-agents) · observed Sep 20, 2026
- GitHub forks (datawhalechina/hello-agents) · observed Sep 20, 2026
- Last push (datawhalechina/hello-agents) · observed Sep 17, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (Oneirocom/Magick) · observed Sep 20, 2026
- GitHub forks (Oneirocom/Magick) · observed Sep 20, 2026
- Last push (Oneirocom/Magick) · observed Jun 24, 2025
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: hello-agents 80k · Magick 847 (synced Sep 20, 2026).
Common questions
- What is the difference between hello-agents and Magick?
- hello-agents: A comprehensive guide to building intelligent agents from scratch. Magick: Cutting-edge toolkit for AI builders. See the comparison table for live GitHub stats and shared categories.
- When should I choose hello-agents over Magick?
- Choose hello-agents over Magick when hello-agents is primarily Python; Magick is TypeScript; Pricing: The content is free to access and learn from, but there may be additional paid services or support options not detailed in the repository.; Requirements: Min 4 GB RAM; Python is required for practical implementation and hands-on experience with the HelloAgents framework.; Tags unique to hello-agents: llm, rag, tutorial; When you want to focus on building AI-native agents and understand their core principles and practical implementation.
- When should I choose Magick over hello-agents?
- Choose Magick over hello-agents when Magick is primarily TypeScript; hello-agents is Python; Pricing: No explicit pricing details provided in the repository data, indicating a trial or enterprise model potentially requiring direct inquiries for specific terms.; Tags unique to Magick: agi, ai, blueprints-visual-scripting, embeddings; Also covers Evaluation & Observability, LLM Frameworks; - You are building AI agents or virtual assistants using large language models like Gemini, GPT-3, or GPT-4 that require visual scripting capabilities.
- When should I avoid hello-agents?
- If you are looking for a tutorial that focuses on software engineering-based agents like Dify or Coze, which are more about process-driven software development. If you prefer a tool that does not emphasize the hands-on construction of an agent framework from the ground up using OpenAI's native API.
- When should I avoid Magick?
- - You are working on projects in a language other than TypeScript or prefer languages known for rapid prototyping without type safety. - Your team strictly adheres to code-only workflows without interest in visual scripting capabilities provided by tools like node editors and blueprint systems. - The project requires strict adherence to an open-source license; Magick's licensing is not standard OSS, which can affect integration requirements.
- Is hello-agents or Magick more popular on GitHub?
- hello-agents has more GitHub stars (79,727 vs 847). Stars measure visibility, not whether either tool fits your constraints.
- Are hello-agents and Magick open source?
- Yes - both are open-source projects on GitHub (hello-agents: Other, Magick: Other).
- Where can I find alternatives to hello-agents or Magick?
- GraphCanon lists graph-backed alternatives at hello-agents alternatives and Magick alternatives (hello-agents markdown twin, Magick markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, hello-agents or Magick?
- hello-agents: Very active. Magick: Dormant. 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 hello-agents and Magick?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: hello-agents trust report; Magick trust report.