Observability
Observability
Decision Trace Replay
Step through every decision your agent made. See the exact context window, tool calls, and reasoning at each point in time. Replay sessions to understand behavior.
Token Flow Visualization
Watch tokens flow through your agent in real-time. Identify bottlenecks, optimize prompt efficiency, and understand exactly where your budget goes.
Context Window Inspector
See exactly what's in your agent's context at any moment. Track how information enters and exits. Prevent context overflow before it happens.
Debugging
Debugging
Hallucination Detection
Automatically flag responses that may contain hallucinated information. Confidence scoring helps you prioritize which outputs need review.
Error Forensics
When agents fail, understand exactly why. Full stack traces, context snapshots, and tool call history at the moment of failure.
Diff Comparisons
Compare agent runs side-by-side. See what changed between successful and failed executions to isolate root causes quickly.
Optimization
Optimization
Cost Analytics
Per-request cost breakdown across all LLM providers. Set budgets, get alerts, and know exactly how much each agent run costs before it becomes a problem.
Latency Profiling
Identify slow operations in your agent pipeline. Waterfall views show where time is spent so you can optimize the right bottlenecks.
Prompt Compression
Suggestions for reducing token usage without losing quality. Identify redundant context and optimize your prompts automatically.
Collaboration
Collaboration
Multi-Agent Orchestration
Visualize complex multi-agent workflows. Trace message passing, coordination patterns, and shared state between agents.
Team Annotations
Add notes and labels to traces. Flag interesting behaviors for teammates. Build a knowledge base of agent behaviors.
Alerting & Webhooks
Get notified when agents misbehave. Slack, email, and webhook integrations keep your team informed in real-time.
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