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TraceRoot.AI is an open-source platform powered by AI that focuses on observability and debugging, designed to help engineering teams rapidly tackle challenges in production environments. It integrates telemetry data into a cohesive, correlated execution tree, providing crucial insights into the causes of failures. AI agents utilize this organized structure to generate problem summaries, pinpoint likely root causes, and suggest actionable solutions, which can include creating GitHub issues and pull requests. Users benefit from an interactive trace exploration feature that includes zoomable log clusters and comprehensive views on spans and latency, along with insights directly tied to the codebase. To simplify instrumentation, lightweight SDKs for Python and TypeScript are available, supporting both self-hosted setups and cloud deployments through OpenTelemetry. A significant feature of this platform is its human-in-the-loop mechanism, which enables developers to engage with the reasoning process by selecting pertinent spans or logs, allowing them to validate the AI agent's conclusions with traceable context. This collaborative approach not only improves debugging efficiency but also gives teams increased authority and oversight in the issue resolution process, ultimately fostering a more proactive and informed development environment. Furthermore, the platform's design emphasizes user experience, making it accessible for teams of varying sizes and technical expertise.
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Key Features
1. Observability: Full-fidelity tracing that covers every phase of multi-step, multi-agent, and multi-tool workflows. Each reasoning step, LLM call, tool invocation, and retrieval is captured in full, with inputs, outputs, timing, and cost recorded at every stage.
2. Evaluation: Automated quality scoring on every agent decision, powered by built-in rubrics, custom LLM-as-judge and code evaluators, and online evaluations on live traffic. Automated checks ensure regressions are caught and stopped before they reach production.
3. Simulation: Agents are stress-tested against thousands of real and synthetic scenarios before going live. Teams can run diverse personas, conduct A/B comparisons against a baseline, and quantify confidence levels before any user interaction.
4. Prompt Management: Every prompt is versioned, lineage-tracked, and rollback-safe. Every production response can be traced back to the exact prompt version that generated it, ensuring complete accountability and control.
Netra is built on OpenTelemetry, making it compatible with any OTLP-compliant backend and ensuring teams can get started with just 2 to 3 lines of code. It integrates with 14+ LLM providers including OpenAI, Anthropic, Google Gemini, and AWS Bedrock, and 12+ AI frameworks including LangChain, LangGraph, CrewAI, and LlamaIndex.
The platform is SOC2 Type II certified and compliant with GDPR and HIPAA, with strict US and EU data residency and zero cross-region data sharing. Enterprise teams get on-premise deployment, isolated databases, and SSO.
Available on a Free plan, a Pro plan at $39 per month, and custom Enterprise plan.
Media
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Integrations Supported
OpenTelemetry
CAMEL-AI
CrewAI
GitHub
JavaScript
LangChain
LlamaIndex
Notion
OWL
Python
Integrations Supported
OpenTelemetry
CAMEL-AI
CrewAI
GitHub
JavaScript
LangChain
LlamaIndex
Notion
OWL
Python
API Availability
Has API
API Availability
Has API
Pricing Information
$49 per month
Free Trial Offered?
Free Version
Pricing Information
$39/month
Free Trial Offered?
Free Version
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Company Facts
Organization Name
TraceRoot.AI
Date Founded
2025
Company Location
United States
Company Website
traceroot.ai/
Company Facts
Organization Name
Netra
Date Founded
2025
Company Website
getnetra.ai/