Comparison
langflow vs anti-lie
Verdict
Pick langflow when license: langflow is MIT, anti-lie is Other; pick anti-lie when license: anti-lie is Other, langflow is MIT.
Markdown twin · langflow alternatives · anti-lie alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | langflow | anti-lie |
|---|---|---|
| Maintenance | Very active (0d since push) As of 3d · github_public_v1 | Steady (65d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3d · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-11 As of 3d · osv@v1 | No lockfile (source not queried) As of today · 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
- langflow
- Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
- anti-lie
- Don't make LLMs honest. Make every factual claim auditable., An LLM Claim Auditing Layer with T1-T7 truth gradients. 98.1% business effectiveness on LiarBench v0.2.
Stars
- langflow
- 152k
- anti-lie
- 89
Forks
- langflow
- 9.7k
- anti-lie
- 7
Open issues
- langflow
- 975
- anti-lie
- 0
Language
- langflow
- Python
- anti-lie
- Python
Adopt for
- langflow
- Langflow specializes in creating and deploying AI agents and complex workflows through a versatile GUI-based approach.
- anti-lie
- -
Persona
- langflow
- -
- anti-lie
- -
Runtime
- langflow
- -
- anti-lie
- -
License
- langflow
- MIT
- anti-lie
- Other
Last pushed
- langflow
- Jul 11, 2026
- anti-lie
- May 10, 2026
Categories
- langflow
- AI Agents, Inference & Serving
- anti-lie
- AI Agents, Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- langflow
- Very active (96%)
- anti-lie
- Steady (60%)
Days since push
- langflow
- 0d
- anti-lie
- 65d
Open issues (now)
- langflow
- 975
- anti-lie
- 0
Owner type
- langflow
- Organization
- anti-lie
- User
OSV dependency advisories
- langflow
- No published findings from this source as of 2026-07-11
- anti-lie
- No lockfile (source not queried)
Full report
- langflow
- Trust report
- anti-lie
- Trust report
Shared compatibility
- Python · langflow: Python runtime · anti-lie: Python runtime
Choose langflow if…
- License: langflow is MIT, anti-lie is Other.
- Tags unique to langflow: agents, chatgpt, generative-ai, large-language-models.
- - When you need an intuitive graphical interface to manage the creation of AI agents and workflows without deep coding knowledge.
When NOT to use langflow
- - For developers preferring a code-first approach who find GUI interfaces restrictive for customization and workflow.
- - When the project does not align with or leverage the specific topics of focus such as ChatGPT, multi-agent systems, or requires integration with platforms that Langflow's graphical interface cannot
Choose anti-lie if…
- License: anti-lie is Other, langflow is MIT.
- Tags unique to anti-lie: agent-skills, ai-safety, anti-lie, audit.
- Also covers LLM Frameworks.
When NOT to use anti-lie
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (langflow-ai/langflow) · observed Jul 11, 2026
- GitHub forks (langflow-ai/langflow) · observed Jul 11, 2026
- Last push (langflow-ai/langflow) · observed Jul 11, 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 (lc198707/anti-lie) · observed Jul 15, 2026
- GitHub forks (lc198707/anti-lie) · observed Jul 15, 2026
- Last push (lc198707/anti-lie) · observed May 10, 2026
- License file (Other) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: langflow 152k · anti-lie 89 (synced Jul 11, 2026).
Common questions
- What is the difference between langflow and anti-lie?
- langflow: Langflow is a powerful tool for building and deploying AI-powered agents and workflows.. anti-lie: Don't make LLMs honest. Make every factual claim auditable., An LLM Claim Auditing Layer with T1-T7 truth gradients. 98.1% business effectiveness on LiarBench v0.2.. See the comparison table for live GitHub stats and shared categories.
- When should I choose langflow over anti-lie?
- Choose langflow over anti-lie when License: langflow is MIT, anti-lie is Other; Tags unique to langflow: agents, chatgpt, generative-ai, large-language-models; - When you need an intuitive graphical interface to manage the creation of AI agents and workflows without deep coding knowledge.
- When should I choose anti-lie over langflow?
- Choose anti-lie over langflow when License: anti-lie is Other, langflow is MIT; Tags unique to anti-lie: agent-skills, ai-safety, anti-lie, audit; Also covers LLM Frameworks.
- When should I avoid langflow?
- - For developers preferring a code-first approach who find GUI interfaces restrictive for customization and workflow. - When the project does not align with or leverage the specific topics of focus such as ChatGPT, multi-agent systems, or requires integration with platforms that Langflow's graphical interface cannot
- When should I avoid anti-lie?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is langflow or anti-lie more popular on GitHub?
- langflow has more GitHub stars (151,697 vs 89). Stars measure visibility, not whether either tool fits your constraints.
- Are langflow and anti-lie open source?
- Yes - both are open-source projects on GitHub (langflow: MIT, anti-lie: Other).
- Where can I find alternatives to langflow or anti-lie?
- GraphCanon lists graph-backed alternatives at langflow alternatives and anti-lie alternatives (langflow markdown twin, anti-lie 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, langflow or anti-lie?
- langflow: Very active. anti-lie: Steady. 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 langflow and anti-lie?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: langflow trust report; anti-lie trust report.