Comparison
stepshield vs awesome-ai-agents-security
Verdict
Pick stepshield if stepShield aids in evaluating temporal guardrail effectiveness on AI agents through step-level annotations, ideal for ensuring security over time; pick awesome-ai-agents-security if awesome-ai-agents-security is a curated list of open-source tools for securing autonomous AI agents, covering the security lifecycle from red teaming to runtime protection.
Markdown twin · stepshield alternatives · awesome-ai-agents-security alternatives
GraphCanon updated Sep 20, 2026
9views this month
vs
Trust & integrity
| Signal | stepshield | awesome-ai-agents-security |
|---|---|---|
| Maintenance | Active (7d since push) As of Sep 13, 2026 · github_public_v1 | Slowing (92d since push) As of Sep 13, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 13, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 13, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) 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
- stepshield
- Temporal evaluation benchmark for AI agent guardrails
- awesome-ai-agents-security
- A curated list of open-source tools and resources for securing autonomous AI agents.
Stars
- stepshield
- 76
- awesome-ai-agents-security
- 71
Forks
- stepshield
- 17
- awesome-ai-agents-security
- 95
Open issues
- stepshield
- 18
- awesome-ai-agents-security
- 85
Language
- stepshield
- Python
- awesome-ai-agents-security
- -
Adopt for
- stepshield
- StepShield aids in evaluating temporal guardrail effectiveness on AI agents through step-level annotations, ideal for ensuring security over time.
- awesome-ai-agents-security
- awesome-ai-agents-security is a curated list of open-source tools for securing autonomous AI agents, covering the security lifecycle from red teaming to runtime protection.
Persona
- stepshield
- -
- awesome-ai-agents-security
- -
Runtime
- stepshield
- -
- awesome-ai-agents-security
- -
License
- stepshield
- Other
- awesome-ai-agents-security
- Other
Last pushed
- stepshield
- Sep 5, 2026
- awesome-ai-agents-security
- Jun 12, 2026
Categories
- stepshield
- AI Agents, Evaluation & Observability
- awesome-ai-agents-security
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- stepshield
- Active (82%)
- awesome-ai-agents-security
- Slowing (36%)
Days since push
- stepshield
- 7d
- awesome-ai-agents-security
- 92d
Open issues (now)
- stepshield
- 18
- awesome-ai-agents-security
- 85
Stars delta
- stepshield
- -1 (30d)
- awesome-ai-agents-security
- +12 (30d)
Open issues delta
- stepshield
- +2 (30d)
- awesome-ai-agents-security
- +24 (30d)
Owner type
- stepshield
- User
- awesome-ai-agents-security
- Organization
OSV dependency advisories
- stepshield
- Published findings
- awesome-ai-agents-security
- No lockfile (source not queried)
Full report
- stepshield
- Trust report
- awesome-ai-agents-security
- Trust report
Choose stepshield if…
- Tags unique to stepshield: agent-security, ai-safety, benchmark, dataset.
- When you need to measure the timing of interventions rather than just if they occur
- More GitHub stars (76 vs 71) - visibility, not fit.
When NOT to use stepshield
- If your project does not require temporal analysis of guardrail performance
- When you seek real-time intervention and do not need pre-defined trajectory datasets
Choose awesome-ai-agents-security if…
- Tags unique to awesome-ai-agents-security: ai-agents, ai-security, autonomous-agents, awesome-list.
- When needing a comprehensive overview of open-source tools for securing autonomous AI agents across different phases such as red teaming and runtime protection
When NOT to use awesome-ai-agents-security
- When you require real-time threat intelligence feeds, which are not provided by this repository's static resource lists
- For organizations focusing on proprietary tools and resources that prefer not to use open-source solutions for their AI agents' security lifecycle management
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (glo26/stepshield) · observed Sep 20, 2026
- GitHub forks (glo26/stepshield) · observed Sep 20, 2026
- Last push (glo26/stepshield) · observed Sep 5, 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 (ProjectRecon/awesome-ai-agents-security) · observed Sep 20, 2026
- GitHub forks (ProjectRecon/awesome-ai-agents-security) · observed Sep 20, 2026
- Last push (ProjectRecon/awesome-ai-agents-security) · observed Jun 12, 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 on cards: stepshield 76 · awesome-ai-agents-security 71 (synced Sep 20, 2026).
Common questions
- What is the difference between stepshield and awesome-ai-agents-security?
- stepshield: Temporal evaluation benchmark for AI agent guardrails. awesome-ai-agents-security: A curated list of open-source tools and resources for securing autonomous AI agents.. See the comparison table for live GitHub stats and shared categories.
- When should I choose stepshield over awesome-ai-agents-security?
- Choose stepshield over awesome-ai-agents-security when Tags unique to stepshield: agent-security, ai-safety, benchmark, dataset; When you need to measure the timing of interventions rather than just if they occur; More GitHub stars (76 vs 71) - visibility, not fit.
- When should I choose awesome-ai-agents-security over stepshield?
- Choose awesome-ai-agents-security over stepshield when Tags unique to awesome-ai-agents-security: ai-agents, ai-security, autonomous-agents, awesome-list; When needing a comprehensive overview of open-source tools for securing autonomous AI agents across different phases such as red teaming and runtime protection.
- When should I avoid stepshield?
- If your project does not require temporal analysis of guardrail performance When you seek real-time intervention and do not need pre-defined trajectory datasets
- When should I avoid awesome-ai-agents-security?
- When you require real-time threat intelligence feeds, which are not provided by this repository's static resource lists For organizations focusing on proprietary tools and resources that prefer not to use open-source solutions for their AI agents' security lifecycle management
- Is stepshield or awesome-ai-agents-security more popular on GitHub?
- stepshield has more GitHub stars (76 vs 71). Stars measure visibility, not whether either tool fits your constraints.
- Are stepshield and awesome-ai-agents-security open source?
- Yes - both are open-source projects on GitHub (stepshield: Other, awesome-ai-agents-security: Other).
- Where can I find alternatives to stepshield or awesome-ai-agents-security?
- GraphCanon lists graph-backed alternatives at stepshield alternatives and awesome-ai-agents-security alternatives (stepshield markdown twin, awesome-ai-agents-security 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, stepshield or awesome-ai-agents-security?
- stepshield: Active. awesome-ai-agents-security: 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 stepshield and awesome-ai-agents-security?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: stepshield trust report; awesome-ai-agents-security trust report.