Comparison
waggle-dance vs hello-agents
Verdict
Pick waggle-dance if waggle-dance is an AI-driven knowledge work automation tool built in TypeScript with experimental concurrent agent execution for faster task resolution; 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.
Markdown twin · waggle-dance alternatives · hello-agents alternatives
GraphCanon updated Sep 20, 2026
9views this month
vs
Trust & integrity
| Signal | waggle-dance | hello-agents |
|---|---|---|
| Maintenance | Archived (1007d since push) As of Sep 20, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 18, 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
- waggle-dance
- Knowledge work automation with AI agents
- hello-agents
- A comprehensive guide to building intelligent agents from scratch
Stars
- waggle-dance
- 171
- hello-agents
- 80k
Forks
- waggle-dance
- 12
- hello-agents
- 9.9k
Open issues
- waggle-dance
- 0
- hello-agents
- 82
Language
- waggle-dance
- TypeScript
- hello-agents
- Python
Adopt for
- waggle-dance
- Waggle-dance is an AI-driven knowledge work automation tool built in TypeScript with experimental concurrent agent execution for faster task resolution.
- 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.
Persona
- waggle-dance
- -
- hello-agents
- -
Runtime
- waggle-dance
- -
- hello-agents
- -
License
- waggle-dance
- MIT
- hello-agents
- The license is not specified as open source, but the content is free to read and learn from.
Last pushed
- waggle-dance
- Dec 17, 2023
- hello-agents
- Sep 17, 2026
Categories
- waggle-dance
- AI Agents, Model Training
- hello-agents
- AI Agents, Model Training
Trust and health
Maintenance
- waggle-dance
- Archived (8%)
- hello-agents
- Very active (96%)
Days since push
- waggle-dance
- 1007d
- hello-agents
- 0d
Archived on GitHub
- waggle-dance
- Yes
- hello-agents
- No
Open issues (now)
- waggle-dance
- 0
- hello-agents
- 82
Stars delta
- waggle-dance
- 0 (30d)
- hello-agents
- +6.6k (30d)
Open issues delta
- waggle-dance
- 0 (30d)
- hello-agents
- -73 (30d)
Full report
- waggle-dance
- Trust report
- hello-agents
- Trust report
Choose waggle-dance if…
- waggle-dance is primarily TypeScript; hello-agents is Python.
- License: waggle-dance is MIT, hello-agents is Other.
- Tags unique to waggle-dance: autogpt, langchain, weaviate, workflow-automation.
- waggle-dance ships Docker support for self-hosted deployment.
- You need a system that prioritizes speed and concurrency in executing tasks
When NOT to use waggle-dance
- Your project demands high stability over experimental features
- You require extensive customization of agent execution behavior beyond what Waggle-dance offers initially
Choose hello-agents if…
- hello-agents is primarily Python; waggle-dance is TypeScript.
- License: hello-agents is Other, waggle-dance is MIT.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (agi-merge/waggle-dance) · observed Sep 20, 2026
- GitHub forks (agi-merge/waggle-dance) · observed Sep 20, 2026
- Last push (agi-merge/waggle-dance) · observed Dec 17, 2023
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- 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 on cards: waggle-dance 171 · hello-agents 80k (synced Sep 20, 2026).
Common questions
- What is the difference between waggle-dance and hello-agents?
- waggle-dance: Knowledge work automation with AI agents. hello-agents: A comprehensive guide to building intelligent agents from scratch. See the comparison table for live GitHub stats and shared categories.
- When should I choose waggle-dance over hello-agents?
- Choose waggle-dance over hello-agents when waggle-dance is primarily TypeScript; hello-agents is Python; License: waggle-dance is MIT, hello-agents is Other; Tags unique to waggle-dance: autogpt, langchain, weaviate, workflow-automation; waggle-dance ships Docker support for self-hosted deployment; You need a system that prioritizes speed and concurrency in executing tasks.
- When should I choose hello-agents over waggle-dance?
- Choose hello-agents over waggle-dance when hello-agents is primarily Python; waggle-dance is TypeScript; License: hello-agents is Other, waggle-dance is MIT; 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 avoid waggle-dance?
- Your project demands high stability over experimental features You require extensive customization of agent execution behavior beyond what Waggle-dance offers initially
- 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.
- Is waggle-dance or hello-agents more popular on GitHub?
- hello-agents has more GitHub stars (79,727 vs 171). Stars measure visibility, not whether either tool fits your constraints.
- Are waggle-dance and hello-agents open source?
- Yes - both are open-source projects on GitHub (waggle-dance: MIT, hello-agents: Other).
- Where can I find alternatives to waggle-dance or hello-agents?
- GraphCanon lists graph-backed alternatives at waggle-dance alternatives and hello-agents alternatives (waggle-dance markdown twin, hello-agents 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, waggle-dance or hello-agents?
- waggle-dance: Archived. hello-agents: Very 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 waggle-dance and hello-agents?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: waggle-dance trust report; hello-agents trust report.