Comparison
traceroot vs fast-llm-security-guardrails
Verdict
Pick traceroot if traceroot is an open-source tool aimed at improving the observability and self-healing capabilities of AI agents, providing essential tools to monitor and debug deployed applications; pick fast-llm-security-guardrails if fast-llm-security-guardrails, also known as ZenGuard, is designed for the rapid deployment of security measures into AI agent systems to ensure they operate within defined trust constraints.
Markdown twin · traceroot alternatives · fast-llm-security-guardrails alternatives
GraphCanon updated Sep 20, 2026
vs
Trust & integrity
| Signal | traceroot | fast-llm-security-guardrails |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 10, 2026 · github_public_v1 | Slowing (222d since push) As of Sep 14, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 10, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 14, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | Published findings As of Jul 15, 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
- traceroot
- open-source observability and self-healing layer for AI agents
- fast-llm-security-guardrails
- The fastest Trust Layer for AI Agents
Stars
- traceroot
- 762
- fast-llm-security-guardrails
- 155
Forks
- traceroot
- 243
- fast-llm-security-guardrails
- 21
Open issues
- traceroot
- 456
- fast-llm-security-guardrails
- 0
Language
- traceroot
- TypeScript
- fast-llm-security-guardrails
- Python
Adopt for
- traceroot
- Traceroot is an open-source tool aimed at improving the observability and self-healing capabilities of AI agents, providing essential tools to monitor and debug deployed applications.
- fast-llm-security-guardrails
- fast-llm-security-guardrails, also known as ZenGuard, is designed for the rapid deployment of security measures into AI agent systems to ensure they operate within defined trust constraints.
Persona
- traceroot
- -
- fast-llm-security-guardrails
- -
Runtime
- traceroot
- -
- fast-llm-security-guardrails
- -
License
- traceroot
- License is Apache 2.0, featuring additional enterprise capabilities under separate license terms.
- fast-llm-security-guardrails
- MIT
Last pushed
- traceroot
- Sep 10, 2026
- fast-llm-security-guardrails
- Feb 3, 2026
Categories
- traceroot
- AI Agents, Evaluation & Observability
- fast-llm-security-guardrails
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- traceroot
- Very active (96%)
- fast-llm-security-guardrails
- Slowing (36%)
Days since push
- traceroot
- 0d
- fast-llm-security-guardrails
- 222d
Open issues (now)
- traceroot
- 456
- fast-llm-security-guardrails
- 0
Stars delta
- traceroot
- +60 (30d)
- fast-llm-security-guardrails
- +1 (30d)
Open issues delta
- traceroot
- +55 (30d)
- fast-llm-security-guardrails
- 0 (30d)
OSV dependency advisories
- traceroot
- No lockfile (source not queried)
- fast-llm-security-guardrails
- Published findings
Full report
- traceroot
- Trust report
- fast-llm-security-guardrails
- Trust report
Choose traceroot if…
- traceroot is primarily TypeScript; fast-llm-security-guardrails is Python.
- License: traceroot is Other, fast-llm-security-guardrails is MIT.
- Tags unique to traceroot: agent-observability, agentic, ai-observability, analytics.
- traceroot ships Docker support for self-hosted deployment.
- When you need a specific focus on agent-observability in TypeScript-based projects
When NOT to use traceroot
- Avoid if you require direct support for languages other than TypeScript as primary focus
- Not suitable if experimental features like k8s hosting with Helm and Terraform on AWS are considered too unstable for production use
- Skip this if your project needs a specific license different from Apache 2.0, excluding enterprise-locked features
Choose fast-llm-security-guardrails if…
- fast-llm-security-guardrails is primarily Python; traceroot is TypeScript.
- License: fast-llm-security-guardrails is MIT, traceroot is Other.
- Tags unique to fast-llm-security-guardrails: agentic-ai, ai-agent, ai-agents, ai-runtime.
- Fast integration of privacy and security guardrails in environments where real-time evaluation and observability are critical.
When NOT to use fast-llm-security-guardrails
- If your project requires a more customizable solution than what fast-llm-security-guardrails offers in its out-of-the-box configurations.
- For teams that operate without established runtime environments like LangChain or LlamaIndex, as this may necessitate significant adaptation of ZenGuard.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (traceroot-ai/traceroot) · observed Sep 20, 2026
- GitHub forks (traceroot-ai/traceroot) · observed Sep 20, 2026
- Last push (traceroot-ai/traceroot) · observed Sep 10, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (ZenGuard-AI/fast-llm-security-guardrails) · observed Sep 20, 2026
- GitHub forks (ZenGuard-AI/fast-llm-security-guardrails) · observed Sep 20, 2026
- Last push (ZenGuard-AI/fast-llm-security-guardrails) · observed Feb 3, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: traceroot 762 · fast-llm-security-guardrails 155 (synced Sep 20, 2026).
Common questions
- What is the difference between traceroot and fast-llm-security-guardrails?
- traceroot: open-source observability and self-healing layer for AI agents. fast-llm-security-guardrails: The fastest Trust Layer for AI Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose traceroot over fast-llm-security-guardrails?
- Choose traceroot over fast-llm-security-guardrails when traceroot is primarily TypeScript; fast-llm-security-guardrails is Python; License: traceroot is Other, fast-llm-security-guardrails is MIT; Tags unique to traceroot: agent-observability, agentic, ai-observability, analytics; traceroot ships Docker support for self-hosted deployment; When you need a specific focus on agent-observability in TypeScript-based projects.
- When should I choose fast-llm-security-guardrails over traceroot?
- Choose fast-llm-security-guardrails over traceroot when fast-llm-security-guardrails is primarily Python; traceroot is TypeScript; License: fast-llm-security-guardrails is MIT, traceroot is Other; Tags unique to fast-llm-security-guardrails: agentic-ai, ai-agent, ai-agents, ai-runtime; Fast integration of privacy and security guardrails in environments where real-time evaluation and observability are critical.
- When should I avoid traceroot?
- Avoid if you require direct support for languages other than TypeScript as primary focus Not suitable if experimental features like k8s hosting with Helm and Terraform on AWS are considered too unstable for production use Skip this if your project needs a specific license different from Apache 2.0, excluding enterprise-locked features
- When should I avoid fast-llm-security-guardrails?
- If your project requires a more customizable solution than what fast-llm-security-guardrails offers in its out-of-the-box configurations. For teams that operate without established runtime environments like LangChain or LlamaIndex, as this may necessitate significant adaptation of ZenGuard.
- Is traceroot or fast-llm-security-guardrails more popular on GitHub?
- traceroot has more GitHub stars (762 vs 155). Stars measure visibility, not whether either tool fits your constraints.
- Are traceroot and fast-llm-security-guardrails open source?
- Yes - both are open-source projects on GitHub (traceroot: Other, fast-llm-security-guardrails: MIT).
- Where can I find alternatives to traceroot or fast-llm-security-guardrails?
- GraphCanon lists graph-backed alternatives at traceroot alternatives and fast-llm-security-guardrails alternatives (traceroot markdown twin, fast-llm-security-guardrails 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, traceroot or fast-llm-security-guardrails?
- traceroot: Very active. fast-llm-security-guardrails: Slowing. 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 traceroot and fast-llm-security-guardrails?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: traceroot trust report; fast-llm-security-guardrails trust report.