Comparison
promptsite vs ai-engineering-from-scratch
Verdict
Pick promptsite when license: promptsite is Apache-2.0, ai-engineering-from-scratch is MIT; pick ai-engineering-from-scratch when license: ai-engineering-from-scratch is MIT, promptsite is Apache-2.0.
Markdown twin · promptsite alternatives · ai-engineering-from-scratch alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | promptsite | ai-engineering-from-scratch |
|---|---|---|
| Maintenance | Dormant (523d since push) As of today · github_public_v1 | Active (15d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of 1d · github_public_v1 |
| Security (OSV) | 35 low (35 low) As of today · osv@v1 | No MCP manifest As of 1d · mcp_manifest |
Tagline
- promptsite
- PromptSite is a lightweight prompt version management package that helps you version control, track, experiment and debug with your LLM prompts with ease.
- ai-engineering-from-scratch
- Learn it. Build it. Ship it for others.
Stars
- promptsite
- 46
- ai-engineering-from-scratch
- 38k
Forks
- promptsite
- 4
- ai-engineering-from-scratch
- 6.3k
Open issues
- promptsite
- 2
- ai-engineering-from-scratch
- 96
Language
- promptsite
- Python
- ai-engineering-from-scratch
- Python
Adopt for
- promptsite
- -
- ai-engineering-from-scratch
- Specifically designed for individuals looking to build a comprehensive understanding of AI tools and frameworks from the ground up.
Persona
- promptsite
- -
- ai-engineering-from-scratch
- -
Runtime
- promptsite
- -
- ai-engineering-from-scratch
- -
License
- promptsite
- Apache-2.0
- ai-engineering-from-scratch
- MIT
Last pushed
- promptsite
- Feb 3, 2025
- ai-engineering-from-scratch
- Jun 25, 2026
Categories
- promptsite
- LLM Frameworks
- ai-engineering-from-scratch
- AI Agents, Computer Vision, Developer Tools, LLM Frameworks
Trust and health
Maintenance
- promptsite
- Dormant (18%)
- ai-engineering-from-scratch
- Active (82%)
Days since push
- promptsite
- 523d
- ai-engineering-from-scratch
- 15d
Open issues (now)
- promptsite
- 2
- ai-engineering-from-scratch
- 96
Security scan
- promptsite
- 35 low (35 low)
- ai-engineering-from-scratch
- No MCP manifest
Full report
- promptsite
- Trust report
- ai-engineering-from-scratch
- Trust report
Choose promptsite if…
- License: promptsite is Apache-2.0, ai-engineering-from-scratch is MIT.
- Tags unique to promptsite: python.
- Leaner open-issue backlog (2).
When NOT to use promptsite
- Last GitHub push was 523 days ago (dormant maintenance, Feb 3, 2025). Validate activity before betting a new project on promptsite.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose ai-engineering-from-scratch if…
- License: ai-engineering-from-scratch is MIT, promptsite is Apache-2.0.
- 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: agents, ai-engineering, computer-vision, deep-learning.
- 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 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 (dkuang1980/promptsite) · observed Jul 11, 2026
- GitHub forks (dkuang1980/promptsite) · observed Jul 11, 2026
- Last push (dkuang1980/promptsite) · observed Feb 3, 2025
- License file (Apache-2.0) · 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: promptsite 46 · ai-engineering-from-scratch 38k (synced Jul 11, 2026).
Common questions
- What is the difference between promptsite and ai-engineering-from-scratch?
- promptsite: PromptSite is a lightweight prompt version management package that helps you version control, track, experiment and debug with your LLM prompts with ease.. 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 promptsite over ai-engineering-from-scratch?
- Choose promptsite over ai-engineering-from-scratch when License: promptsite is Apache-2.0, ai-engineering-from-scratch is MIT; Tags unique to promptsite: python; Leaner open-issue backlog (2).
- When should I choose ai-engineering-from-scratch over promptsite?
- Choose ai-engineering-from-scratch over promptsite when License: ai-engineering-from-scratch is MIT, promptsite is Apache-2.0; 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: agents, ai-engineering, computer-vision, deep-learning; 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 promptsite?
- Last GitHub push was 523 days ago (dormant maintenance, Feb 3, 2025). Validate activity before betting a new project on promptsite. 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 promptsite or ai-engineering-from-scratch more popular on GitHub?
- ai-engineering-from-scratch has more GitHub stars (37,922 vs 46). Stars measure visibility, not whether either tool fits your constraints.
- Are promptsite and ai-engineering-from-scratch open source?
- Yes - both are open-source projects on GitHub (promptsite: Apache-2.0, ai-engineering-from-scratch: MIT).
- Where can I find alternatives to promptsite or ai-engineering-from-scratch?
- GraphCanon lists graph-backed alternatives at promptsite alternatives and ai-engineering-from-scratch alternatives (promptsite 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, promptsite or ai-engineering-from-scratch?
- promptsite: 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 promptsite and ai-engineering-from-scratch?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: promptsite trust report; ai-engineering-from-scratch trust report.