agentlens
★ 24
vs
holmesgpt
★ 3.7k
agentlens vs holmesgpt
agentlens: AgentLens is an open-source observability tool designed for AI agents, capturing every LLM call, tool invocation, and decision. It stands out with a tamper-evident audit trail, cryptographically verifying events to ensure compliance and data integrity.; holmesgpt: HolmesGPT is an AI agent designed for cloud troubleshooting and alert investigation. It connects AI models with live observability data and organizational knowledge to find root causes and suggest remediations.
01
TL;DR
agentlensObservability · ★ 24
Monitoring and debugging AI agent runs in real-time.
holmesgptObservability · ★ 3.7k
Automated cloud troubleshooting and root cause analysis for operational issues.
02
Side-by-Side Comparison
Field
agentlensholmesgptCategory
Observability
Observability
Stars
★ 24
★ 3.7k
License
MIT
Apache-2.0
Install Command
docker run -p 3400:3400 -e AUTH_DISABLED=true -e JWT_SECRET=dev-secret ghcr.io/agentkitai/agentlens
git clone https://github.com/HolmesGPT/holmesgpt.git
Updated
5d ago
1d ago
Open Source
Yes
Yes
Tags
Observability, AI Agents, Audit Trail
AI Agent, Cloud Troubleshooting, Observability
03
Features
agentlens01Python Auto-Instrumentation for 9 LLM providers
02Tamper-Evident Audit Trail with SHA-256 hash chains
03Real-Time Web Dashboard for monitoring and analytics
04LLM Call Tracking, cost aggregation, and latency measurement
05Cost Optimization with model recommendation engine
06Session Replay to step-through past agent runs
holmesgpt01Investigates cloud problems, finds root causes, and suggests remediations
02Dozens of built-in integrations for cloud providers, observability tools, and on-call systems
03Utilizes an agentic loop to analyze data from multiple sources
04Supports custom data sources and runbooks for tailored investigations
05Provides end-to-end automation for alert investigation and analysis reporting
04
Use Cases
agentlens↳Monitoring and debugging AI agent runs in real-time.
↳Ensuring compliance with regulations like EU AI Act Article 12 through verifiable audit logs.
↳Tracking and optimizing LLM costs and performance across agents and models.
↳A/B testing and benchmarking different agent variants for improved performance.
↳Analyzing past agent sessions with full context reconstruction for understanding behavior.
holmesgpt↳Automated cloud troubleshooting and root cause analysis for operational issues.
↳Proactive investigation of alerts from various monitoring and on-call systems (e.g., Prometheus, PagerDuty).
↳Leveraging internal documentation and knowledge bases for incident resolution and remediation.
05
Best For
agentlens—
holmesgptTrending
FAQ
FAQ
What is the difference between agentlens and holmesgpt?
Both agentlens and holmesgpt are in the Observability category. agentlens has 24 stars, while holmesgpt has 3.7k stars.
Which is better, agentlens or holmesgpt?
The best choice depends on your use case. Choose agentlens if Monitoring and debugging AI agent runs in real-time., and holmesgpt if Automated cloud troubleshooting and root cause analysis for operational issues..
Is agentlens free or open source?
Yes, agentlens is open source on GitHub (MIT).
Is holmesgpt free or open source?
Yes, holmesgpt is open source on GitHub (Apache-2.0).
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