Comparison
heretic vs ai-engineering-from-scratch
Verdict
Pick heretic if heretic is a Python-based tool that removes censorship from language models automatically; pick ai-engineering-from-scratch if specifically designed for individuals looking to build a comprehensive understanding of AI tools and frameworks from the ground up.
Markdown twin · heretic alternatives · ai-engineering-from-scratch alternatives
GraphCanon updated 4d
vs
Trust & integrity
| Signal | heretic | ai-engineering-from-scratch |
|---|---|---|
| Maintenance | Very active (2d since push) As of 4d · github_public_v1 | Very active (6d since push) As of 5d · github_public_v1 |
| Provenance | Not a fork · Personal account As of 4d · github_public_v1 | Not a fork · Personal account As of 5d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings As of 2w · 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
- heretic
- Fully automatic censorship removal for language models
- ai-engineering-from-scratch
- Learn it. Build it. Ship it for others.
Stars
- heretic
- 28k
- ai-engineering-from-scratch
- 47k
Forks
- heretic
- 3.0k
- ai-engineering-from-scratch
- 8.2k
Open issues
- heretic
- 74
- ai-engineering-from-scratch
- 107
Language
- heretic
- Python
- ai-engineering-from-scratch
- Python
Adopt for
- heretic
- Heretic is a Python-based tool that removes censorship from language models automatically.
- ai-engineering-from-scratch
- Specifically designed for individuals looking to build a comprehensive understanding of AI tools and frameworks from the ground up.
Persona
- heretic
- -
- ai-engineering-from-scratch
- -
Runtime
- heretic
- -
- ai-engineering-from-scratch
- -
License
- heretic
- AGPL-3.0
- ai-engineering-from-scratch
- MIT
Last pushed
- heretic
- Aug 14, 2026
- ai-engineering-from-scratch
- Aug 10, 2026
Categories
- heretic
- Evaluation & Observability, LLM Frameworks
- ai-engineering-from-scratch
- AI Agents, Computer Vision, Developer Tools, LLM Frameworks
Trust and health
Days since push
- heretic
- 2d
- ai-engineering-from-scratch
- 6d
Open issues (now)
- heretic
- 74
- ai-engineering-from-scratch
- 107
Stars delta
- heretic
- +1.3k (30d)
- ai-engineering-from-scratch
- +8.3k (30d)
Open issues delta
- heretic
- +2 (30d)
- ai-engineering-from-scratch
- +9 (30d)
OSV dependency advisories
- heretic
- No lockfile (source not queried)
- ai-engineering-from-scratch
- Published findings
Full report
- heretic
- Trust report
- ai-engineering-from-scratch
- Trust report
Choose heretic if…
- License: heretic is AGPL-3.0, ai-engineering-from-scratch is MIT.
- Tags unique to heretic: abliteration, transformer.
- Also covers Evaluation & Observability.
- Use Heretic if your work involves uncovering full capabilities of censored or restricted language models. Heretic excels in tasks requiring the removal of such restrictions.
When NOT to use heretic
- Avoid Heretic if operating within jurisdictions where removing censorship from language models is illegal or against organizational policies. This could result in regulatory violations.
- If your project does not benefit from uncensored content produced by language models (e.g., compliance-driven applications that require filtering mechanisms), using Heretic might be unnecessary.
Choose ai-engineering-from-scratch if…
- License: ai-engineering-from-scratch is MIT, heretic is AGPL-3.0.
- 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 (p-e-w/heretic) · observed Aug 16, 2026
- GitHub forks (p-e-w/heretic) · observed Aug 16, 2026
- Last push (p-e-w/heretic) · observed Aug 14, 2026
- License file (AGPL-3.0) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (rohitg00/ai-engineering-from-scratch) · observed Aug 16, 2026
- GitHub forks (rohitg00/ai-engineering-from-scratch) · observed Aug 16, 2026
- Last push (rohitg00/ai-engineering-from-scratch) · observed Aug 10, 2026
- License file (MIT) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Aug 2, 2026
GitHub stars on cards: heretic 28k · ai-engineering-from-scratch 47k (synced Aug 16, 2026).
Common questions
- What is the difference between heretic and ai-engineering-from-scratch?
- heretic: Fully automatic censorship removal for language models. 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 heretic over ai-engineering-from-scratch?
- Choose heretic over ai-engineering-from-scratch when License: heretic is AGPL-3.0, ai-engineering-from-scratch is MIT; Tags unique to heretic: abliteration, transformer; Also covers Evaluation & Observability; Use Heretic if your work involves uncovering full capabilities of censored or restricted language models. Heretic excels in tasks requiring the removal of such restrictions.
- When should I choose ai-engineering-from-scratch over heretic?
- Choose ai-engineering-from-scratch over heretic when License: ai-engineering-from-scratch is MIT, heretic is AGPL-3.0; 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 heretic?
- Avoid Heretic if operating within jurisdictions where removing censorship from language models is illegal or against organizational policies. This could result in regulatory violations. If your project does not benefit from uncensored content produced by language models (e.g., compliance-driven applications that require filtering mechanisms), using Heretic might be unnecessary.
- 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 heretic or ai-engineering-from-scratch more popular on GitHub?
- ai-engineering-from-scratch has more GitHub stars (46,862 vs 27,709). Stars measure visibility, not whether either tool fits your constraints.
- Are heretic and ai-engineering-from-scratch open source?
- Yes - both are open-source projects on GitHub (heretic: AGPL-3.0, ai-engineering-from-scratch: MIT).
- Where can I find alternatives to heretic or ai-engineering-from-scratch?
- GraphCanon lists graph-backed alternatives at heretic alternatives and ai-engineering-from-scratch alternatives (heretic 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, heretic or ai-engineering-from-scratch?
- heretic: Very active. ai-engineering-from-scratch: 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 heretic and ai-engineering-from-scratch?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: heretic trust report; ai-engineering-from-scratch trust report.