Comparison
holodeck vs ai-engineering-from-scratch
Verdict
Pick holodeck when tags unique to holodeck: reinforcement-learning-environments, research, reinforcement-learning, ai; pick ai-engineering-from-scratch when 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.
Markdown twin · holodeck alternatives · ai-engineering-from-scratch alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | holodeck | ai-engineering-from-scratch |
|---|---|---|
| Maintenance | Dormant (1603d since push) As of today · github_public_v1 | Active (15d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No MCP manifest As of today · mcp_manifest |
Tagline
- holodeck
- High Fidelity Simulator for Reinforcement Learning and Robotics Research.
- ai-engineering-from-scratch
- Learn it. Build it. Ship it for others.
Stars
- holodeck
- 596
- ai-engineering-from-scratch
- 38k
Forks
- holodeck
- 42
- ai-engineering-from-scratch
- 6.3k
Open issues
- holodeck
- 52
- ai-engineering-from-scratch
- 96
Language
- holodeck
- Python
- ai-engineering-from-scratch
- Python
Adopt for
- holodeck
- -
- ai-engineering-from-scratch
- Specifically designed for individuals looking to build a comprehensive understanding of AI tools and frameworks from the ground up.
Persona
- holodeck
- -
- ai-engineering-from-scratch
- -
Runtime
- holodeck
- -
- ai-engineering-from-scratch
- -
License
- holodeck
- MIT
- ai-engineering-from-scratch
- MIT
Last pushed
- holodeck
- Feb 19, 2022
- ai-engineering-from-scratch
- Jun 25, 2026
Categories
- holodeck
- Computer Vision
- ai-engineering-from-scratch
- AI Agents, LLM Frameworks, Computer Vision, Developer Tools
Trust and health
Maintenance
- holodeck
- Dormant (18%)
- ai-engineering-from-scratch
- Active (82%)
Days since push
- holodeck
- 1603d
- ai-engineering-from-scratch
- 15d
Open issues (now)
- holodeck
- 52
- ai-engineering-from-scratch
- 96
Owner type
- holodeck
- Organization
- ai-engineering-from-scratch
- User
Security scan
- holodeck
- No lockfile
- ai-engineering-from-scratch
- No MCP manifest
Full report
- holodeck
- Trust report
- ai-engineering-from-scratch
- Trust report
Choose holodeck if…
- Tags unique to holodeck: reinforcement-learning-environments, research, reinforcement-learning, ai.
- Leaner open-issue backlog (52).
When NOT to use holodeck
- Last GitHub push was 1604 days ago (dormant maintenance, Feb 19, 2022). Validate activity before betting a new project on holodeck.
Choose ai-engineering-from-scratch if…
- 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, LLM Frameworks, Developer Tools.
- When you want to start with foundational knowledge and learn the intricacies behind AI systems.
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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (BYU-PCCL/holodeck) · observed Jul 11, 2026
- GitHub forks (BYU-PCCL/holodeck) · observed Jul 11, 2026
- Last push (BYU-PCCL/holodeck) · observed Feb 19, 2022
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (rohitg00/ai-engineering-from-scratch) · observed Jul 11, 2026
- GitHub forks (rohitg00/ai-engineering-from-scratch) · observed Jul 11, 2026
- Last push (rohitg00/ai-engineering-from-scratch) · observed Jun 25, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: holodeck 596 · ai-engineering-from-scratch 38k (synced Jul 11, 2026).
Common questions
- What is the difference between holodeck and ai-engineering-from-scratch?
- holodeck: High Fidelity Simulator for Reinforcement Learning and Robotics Research.. 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 holodeck over ai-engineering-from-scratch?
- Choose holodeck over ai-engineering-from-scratch when Tags unique to holodeck: reinforcement-learning-environments, research, reinforcement-learning, ai; Leaner open-issue backlog (52).
- When should I choose ai-engineering-from-scratch over holodeck?
- Choose ai-engineering-from-scratch over holodeck when Pricing: The
ai-engineering-from-scratchrepository 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, LLM Frameworks, Developer Tools; When you want to start with foundational knowledge and learn the intricacies behind AI systems. - When should I avoid holodeck?
- Last GitHub push was 1604 days ago (dormant maintenance, Feb 19, 2022). Validate activity before betting a new project on holodeck.
- 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 holodeck or ai-engineering-from-scratch more popular on GitHub?
- ai-engineering-from-scratch has more GitHub stars (37,922 vs 596). Stars measure visibility, not whether either tool fits your constraints.
- Are holodeck and ai-engineering-from-scratch open source?
- Yes - both are open-source projects on GitHub (holodeck: MIT, ai-engineering-from-scratch: MIT).
- Where can I find alternatives to holodeck or ai-engineering-from-scratch?
- GraphCanon lists graph-backed alternatives at holodeck alternatives and ai-engineering-from-scratch alternatives (holodeck markdown twin, ai-engineering-from-scratch 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, holodeck or ai-engineering-from-scratch?
- holodeck: 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 holodeck and ai-engineering-from-scratch?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: holodeck trust report; ai-engineering-from-scratch trust report.