TraceRoot
TraceRoot is an open-source layer for AI agents that detects production failures and helps investigate and address them.
What TraceRoot is
TraceRoot is an open-source layer for AI agents that detects production failures and helps investigate and address them. Its detectors scan traces for hallucinations, incorrect tool calls, broken logic, and lost user intent. When a detector fires, TraceRoot analyzes the likely cause and sends findings and proposed fixes through Slack or email. Agents can work in an isolated sandbox with access to traces, GitHub history, and production source code, then open fix pull requests or resolve GitHub issues and Linear tickets. The product includes Python and JavaScript/TypeScript SDKs, OpenTelemetry compatibility, and integrations with a range of agent frameworks and model providers. Dashboards cover trace volume, costs, token use, latency, and recent failures. The Free plan has 50,000 monthly events, 15-day retention, 30 chat runs, 30 RCA runs, and 100 detector runs. Starter costs $30 a month; Pro costs $200 a month. Enterprise pricing is custom. TraceRoot runs on the web, and bring-your-own-key is available on all plans.
Good
- Detects hallucinations, wrong tool calls, and broken logic.
- Agents can open fix pull requests.
- Python and JavaScript/TypeScript SDKs are available.
- Free plan includes 50,000 monthly events.
- OpenTelemetry compatibility is supported.
Watch out
- Free plan retains traces for 15 days.
- Free plan limits chat and RCA runs to 30 each.
- Starter costs $30 a month.
- Security certifications are listed as in progress.
Who it suits
TraceRoot suits teams operating AI agents in production that want trace monitoring, failure analysis, and help creating fixes. It may also fit teams using its listed SDKs, framework integrations, or model-provider integrations.
Verdict
TraceRoot combines production trace detection with root-cause analysis and agent-assisted fixes. The free plan offers a way to start, with usage and retention limits to consider.
Plans and prices
From TraceRoot's own pricing page, checked 1 Oct 2026.
| Plan | Price | What it gives you |
|---|---|---|
| Starter | $30 a 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 per month |
| Pro | $200 a month | Everything in Starter · 90-day retention · Higher rate limits · $200 per month |
| Enterprise | Priced on request | Everything in Pro · Custom retention · SLA support · Custom |
| Free | — | 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 · $0 per month |
The facts
Each one read from TraceRoot's own pages, with the date it was checked.
What it does
- 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.checked 1 Oct 2026
- Alerts
- When a detector fires, TraceRoot runs root-cause analysis and sends the finding and fix over Slack and email.checked 1 Oct 2026
- BYOK
- Bring-your-own-key is supported on all plans.checked 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.checked 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.checked 1 Oct 2026
- Detectors
- Detectors scan production traces for hallucinations, wrong tool calls, broken logic, and dropped user intent.checked 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.checked 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.checked 1 Oct 2026
- Model providers
- Listed model-provider integrations include OpenAI, Anthropic, Google Gemini, Mistral, DeepSeek, LiteLLM, and OpenRouter.checked 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.checked 1 Oct 2026
- SDKs
- TraceRoot provides native SDKs for Python and JavaScript/TypeScript.checked 1 Oct 2026
- Security
- The site lists SOC 2 Type II, HIPAA, and ISO 27001 as in progress.checked 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.checked 1 Oct 2026
- Telemetry
- TraceRoot supports full OpenTelemetry compatibility.checked 1 Oct 2026
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