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TraceRoot
What it is
TraceRoot is an open-source layer for AI agents that monitors production behavior and helps investigate and address failures. Its detectors scan traces for hallucinations, incorrect tool calls, broken logic, and lost user intent. When one triggers, TraceRoot analyzes the likely cause and can send findings and fixes through Slack or email. Agents work in an isolated sandbox with access to traces, GitHub history, and production source code; they can open fix pull requests and resolve GitHub issues and Linear tickets. Python and JavaScript/TypeScript SDKs, OpenTelemetry compatibility, and integrations with agent frameworks and model providers are listed. Dashboards show trace counts, costs, token use, latency, and recent failures. The Free plan includes 50,000 events per month, 15-day retention, and limited chat, root-cause analysis, and detector runs. Starter costs $30 a month, and Pro costs $200 a month. Enterprise pricing is custom. TraceRoot runs on the web, and bring-your-own-key is supported on all plans.
For and against
For
- Detectors flag hallucinations and incorrect tool calls.
- Agents can open fix pull requests.
- Supports Python and JavaScript/TypeScript SDKs.
- Dashboards include cost, token, and latency details.
Against
- Free plan limits retention to 15 days.
- Starter costs $30 a month.
- SOC 2 Type II, HIPAA, and ISO 27001 are in progress.
The verdict
TraceRoot combines trace monitoring with sandboxed investigation and fix workflows. Free, Starter, Pro, and custom-priced Enterprise options provide different usage limits and support levels.
Who it suits
TraceRoot suits teams operating AI agents that want to detect production issues and investigate fixes against code and GitHub history. Its free plan offers a way to start with limited monthly events and runs.
Plans and prices
Starter
Unlimited seats · 150k events/month included · $4 per 50k overage events · 30-day retention
Read 1 Oct 2026 · traceroot.ai
Pro
Everything in Starter · 90-day retention · Higher rate limits
Read 1 Oct 2026 · traceroot.ai
Enterprise
Everything in Pro · Custom retention · SLA support
Read 1 Oct 2026 · traceroot.ai
Free
2 seats · 50k events/month included · 15-day retention · 30 chat runs/month
Read 1 Oct 2026 · traceroot.ai
On the record
- 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 · read 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 · read 1 Oct 2026
- BYOK
- Bring-your-own-key is supported on all plans.traceroot.ai · read 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 · read 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 · read 1 Oct 2026
- Detectors
- Detectors scan production traces for hallucinations, wrong tool calls, broken logic, and dropped user intent.traceroot.ai · read 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 · read 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 · read 1 Oct 2026
- Model providers
- Listed model-provider integrations include OpenAI, Anthropic, Google Gemini, Mistral, DeepSeek, LiteLLM, and OpenRouter.traceroot.ai · read 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 · read 1 Oct 2026
- SDKs
- TraceRoot provides native SDKs for Python and JavaScript/TypeScript.traceroot.ai · read 1 Oct 2026
- Security
- The site lists SOC 2 Type II, HIPAA, and ISO 27001 as in progress.traceroot.ai · read 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 · read 1 Oct 2026
- Telemetry
- TraceRoot supports full OpenTelemetry compatibility.traceroot.ai · read 1 Oct 2026
