Freedom251 › AI Agent Observability Tools

TraceRoot

Name: TraceRoot
Price: 200 USD

Free plan Web

What TraceRoot is

TraceRoot is an open-source layer for AI agents that detects production failures, investigates their causes, and can open fix pull requests. Its detectors scan production traces for hallucinations, incorrect tool calls, broken logic, and lost user intent. When a detector fires, TraceRoot runs root-cause analysis and sends findings and fixes through Slack and email. Agents operate in an isolated sandbox with access to traces, GitHub history, and production source code, and can open pull requests or resolve GitHub issues and Linear tickets. TraceRoot provides native Python and JavaScript/TypeScript SDKs and supports OpenTelemetry. Listed integrations span agent frameworks and model providers. Dashboards include trace counts, costs, token use, p95 latency, model trends, recent traces, and recent failures. Bring-your-own-key is supported on all plans. Starter costs $30 a month and Pro costs $200 a month. Enterprise pricing is custom. The repository states that code outside directories named ee uses Apache 2.0, while those directories use the Enterprise License.

Who it suits

It suits teams building AI agents that want production trace monitoring and automated failure investigation. Starter includes Discord support, while Pro adds Slack support; Enterprise includes SLA support.

What it does well

Detectors identify several types of agent failures.
Agents can open fix pull requests.
Python and JavaScript/TypeScript SDKs are available.
Supports full OpenTelemetry compatibility.
Bring-your-own-key is available on all plans.

What to know first

Free plan retains traces for 15 days.
Free plan limits chat, RCA, and detector runs.
Enterprise pricing is custom.
Some repository directories use the Enterprise License.

Limits

The Free plan allows 2 seats, 50k events per month, 15-day retention, 30 chat runs, 30 RCA runs, and 100 detector runs. Starter includes 150k events monthly, 30-day retention, 100 chat and RCA runs, then charges $4 per 50k overage events and $10 per 100 overage chat or RCA runs.

Plans

Plan	Billed and limits	Price
Pro	$200 per month · Everything in Starter · 90-day retention · Higher rate limits	$200 a month
Starter	$30 per month · Unlimited seats · 150k events/month included · $4 per 50k overage events · 30-day retention · 100 chat runs/month · $10 per 100 overage chat runs · 100 RCA runs/month · $10 per 100 overage RCA runs · Unlimited detector runs	$30 a month
Free	$0 per month · 2 seats · 50k events/month included · 15-day retention · 30 chat runs/month · 30 RCA runs/month · 100 detector runs/month · Slack alerts for detectors · BYOK or hosted LLM	On request
Enterprise	Custom · Everything in Pro · Custom retention · SLA support	On request

As traceroot.ai lists them, read 1 Oct 2026. The maker's own page has the final word.

Getting started

Open TraceRoot on the web
Choose the Free, Starter, Pro, or Enterprise plan
Connect an agent framework, model provider, or OpenTelemetry source
Install the Python or JavaScript/TypeScript SDK if needed
Configure Slack or email detector alerts
Add your own API key on any plan

Verdict

TraceRoot links trace monitoring with root-cause analysis and a workflow for proposing code fixes. Review plan limits and the repository’s differing license terms before choosing how to use it.

Questions

Is TraceRoot open source?

Yes. Repository code outside directories named ee uses the Apache 2.0 license; those directories use the Enterprise License.

What does the Free plan include?

It includes 2 seats, 50k events per month, 15-day retention, 30 chat runs, 30 RCA runs, 100 detector runs, Slack detector alerts, and BYOK or a hosted LLM.

How much are the paid plans?

Starter costs $30 a month. Pro costs $200 a month. Enterprise pricing is custom.

Which platforms and SDKs are supported?

TraceRoot is available on the web and provides native SDKs for Python and JavaScript/TypeScript.

Which integrations does TraceRoot list?

It lists numerous agent frameworks, including LangGraph and LangChain, plus model providers such as OpenAI, Anthropic, Google Gemini, Mistral, DeepSeek, LiteLLM, and OpenRouter.

What support comes with each plan?

Free and Starter include Discord support. Pro includes Discord and Slack support, while Enterprise includes Discord, Slack, and SLA support.

Facts from TraceRoot's own pages

Agentic debugging: TraceRoot agents run in an isolated sandbox with access to traces, GitHub history, and production source code, and can open fix pull requests and resolve GitHub issues and Linear tickets. · traceroot.ai, 1 Oct 2026
Alerts: When a detector fires, TraceRoot runs root-cause analysis and sends the finding and fix over Slack and email. · traceroot.ai, 1 Oct 2026
BYOK: Bring-your-own-key is supported on all plans. · traceroot.ai, 1 Oct 2026
Dashboards: Dashboards show trace count, total cost, token use, p95 latency, cost over time by model, tokens by model, recent traces, and recent failures. · traceroot.ai, 1 Oct 2026
Detector judge: Detectors can use Jev from TypeSafe AI with the customer's own API key to evaluate traces and name the most likely problem. · traceroot.ai, 1 Oct 2026
Detectors: Detectors scan production traces for hallucinations, wrong tool calls, broken logic, and dropped user intent. · traceroot.ai, 1 Oct 2026
Integrations: The product lists LangGraph, Vercel AI SDK, Mastra, LlamaIndex, CrewAI, Agno, Google ADK, Pydantic AI, Claude Agent SDK, OpenAI Agents SDK, LangChain, and DeepAgents among its agent-framework integrations. · traceroot.ai, 1 Oct 2026
License: The TraceRoot repository states that code outside directories named ee uses the Apache 2.0 license and those directories use the Enterprise License. · github.com, 1 Oct 2026
Model providers: Listed model-provider integrations include OpenAI, Anthropic, Google Gemini, Mistral, DeepSeek, LiteLLM, and OpenRouter. · traceroot.ai, 1 Oct 2026
Product: TraceRoot is an open-source self-improving layer for AI agents that detects production failures, root-causes them against source code and GitHub history, opens verified fix pull requests, and evaluates each fix. · traceroot.ai, 1 Oct 2026
SDKs: TraceRoot provides native SDKs for Python and JavaScript/TypeScript. · traceroot.ai, 1 Oct 2026
Security: The site lists SOC 2 Type II, HIPAA, and ISO 27001 as in progress. · traceroot.ai, 1 Oct 2026
Support: Free and Starter include Discord support, while Pro includes Discord and Slack support and Enterprise includes Discord, Slack, and SLA support. · traceroot.ai, 1 Oct 2026
Telemetry: TraceRoot supports full OpenTelemetry compatibility. · traceroot.ai, 1 Oct 2026

Where TraceRoot stands on Freedom251

AI Agent Observability Tools#28 of 31