Why Sentrial? Most observability tools stop at showing you what happened. Sentrial goes
further: it detects issues automatically, diagnoses the root cause with AI, and helps you fix it
directly in your codebase. From problem to solution in one platform.
How It Works
Get Started in 5 Minutes
Install the SDK, track your first agent session, and see issues detected automatically.View Quick Start Guide
Install the SDK, track your first session, and detect issues in 5 minutes.
Choose an Ingestion Path
Use the Sentrial SDK for rich agent tracking, or send OpenTelemetry traces from an existing
pipeline.
Platform Features
Sessions & Events
Track every agent interaction. See LLM calls, tool usage, decisions, and user messages. Full
visibility into what your agents are doing.
Automatic Issue Detection
AI scans sessions for problems: task failures, user frustration, confusion, tool errors, slow
responses, and more. No manual tagging required.
AI Root Cause Analysis
Click any issue to get an AI-generated diagnosis. Understand why something is failing, not just
that it’s failing.
Code Integration
Connect your GitHub repository. Chat with AI about issues, get code suggestions, see diffs, and
create PRs — all from one interface.
Explore the Docs
Quick Start Guide
Install the SDK, track your first session, and detect issues in 5 minutes.
Issues & Diagnosis
Learn how automatic issue detection and AI diagnosis work.
Code Integration
Connect GitHub, chat with AI, and fix issues directly in your codebase.
Ingestion Options
Compare native SDK tracking with OpenTelemetry trace ingestion.
Python SDK Reference
Complete API reference for tracking sessions and events.