🛡️ Safety & Observability
Safety and observability tools are how teams ship agents without losing sleep: guardrails, evals, tracing, and monitoring for systems that act autonomously. As agents touch production data, this category moves from optional to mandatory.
Agent OS
Kernel architecture for governing autonomous AI agents with policy enforcement.
AgentDoG
Diagnostic guardrails that analyze full agent execution trajectories to detect instruction hijacking and tool misuse.
AgentGuard
Runtime observability and guardrails for AI agents with loop detection and anomaly alerts.
agenttrace
Local-first TUI for AI coding agent session observability with tokens, cost, latency, tool failures, anomalies, reports, diffs, and CI health gates.
APort Agent Guardrails
Pre-action authorization plugin for agent frameworks with policy-based access control.
ElevenAgents
Voice agent platform from ElevenLabs for customer support automation with HIPAA compliance and multi-language support.
LangSmith
LangChain platform for tracing, testing, and evaluating agent performance with production monitoring.
SWE-bench
Benchmark for evaluating LLMs on real-world software engineering tasks from GitHub issues.
How to choose safety & observability
- Trace-level debugging is non-negotiable for multi-step agents
- Check guardrail latency — slow filters break real-time UX
- Prefer eval tooling that runs in CI, not just dashboards
Common use cases
- Tracing and debugging multi-step agent runs
- Guardrails against prompt injection and unsafe outputs
- Continuous evals that catch regressions before users do
FAQ
What are the best safety & observability in 2026?
AgentIndexed currently lists 8 safety & observability, including Agent OS, AgentDoG, AgentGuard, agenttrace and more. Featured placements appear first, then all tools alphabetically.
How do I choose between safety & observability?
Trace-level debugging is non-negotiable for multi-step agents Check guardrail latency — slow filters break real-time UX Prefer eval tooling that runs in CI, not just dashboards.
How do I add my tool to this list?
Submit it free on the submit page (reviewed in 5–7 days), or go Featured for $49 to be reviewed within 24 hours and placed at the top of this category.
Want the #1 spot in Safety & Observability?
Featured agents appear first in this category and on the homepage. One-time $49, live within 24 hours.
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