Platform Feature • Execution Logs & Telemetry

Comprehensive Agent Execution Logs.
Step-by-Step Transparency into Every Decision.

Inspect exact agent reasoning chains, tool invocations, latency breakdowns, and token costs with complete execution telemetry. Debug failures in seconds with full replay capabilities.

Describe your execution logging filter — RhinoAgents executes it
Step-by-Step Tracing Token & Cost Telemetry 1-Click Run Replay OpenTelemetry Native
100%
execution transparency and reasoning visibility
< 50ms
log ingestion and query indexing speed
95%
faster root cause analysis on errors
Full
OpenTelemetry & JSON log export
100%
Execution Coverage
Real-time
Log Streaming
Trace IDs
Distributed Debugging
Token $
Per-Run Cost Tracking
Live Example

Example Execution Log Entry

Every agent run produces a rich, structured execution record from trigger to final response — capturing each step, LLM call, API interaction, and error in one unified timeline.

Time (UTC) Step / Event Detail Metrics Status
09:12:14.001
Workflow
Lead Qualification Trigger: Webhook → New Lead
Agent: AI Sales Agent
Run ID: run_8f3a
Trace ID 8f3a-b2c1
Started
09:12:14.450
LLM Call
GPT-5.5 Step 1 of 4 — Qualify lead
Prompt: 674 tokens
Completion: 312 tokens
Tokens 986 Cost $0.0018 Latency 1.8s
Success
09:12:16.820
API Call
HubSpot CRM POST /contacts — Create lead
Endpoint: POST /crm/v3/objects/contacts
HTTP 201 Latency 340ms
Success
09:12:17.200
LLM Call
GPT-5.5 Step 3 of 4 — Draft outreach email
Prompt: 1,240 tokens
Completion: 520 tokens
Tokens 1,760 Cost $0.0032 Latency 2.4s
Success
09:14:02.110
Webhook
Slack Notification Step 4 of 4 — Notify team
Error: Timeout 504
Retry 2 of 3 in progress
Retries 2 / 3 Trace 8f3a-b2c1
Error
09:14:05.800
Run Summary
Lead Qualification Completed with 1 error
4 steps completed
1 step errored (retrying)
Total Tokens 2,746 Total Cost $0.0050 Duration 111s
Partial
Full Coverage

Every Operational Event, Captured Automatically

Execution logs give your technical teams the data they need to debug problems, optimize performance, track costs, and investigate incidents — without instrumenting anything manually.

Workflow Execution

Every step of every agent run — trigger, conditional branches, retries, and final outcome with step-level timestamps.

LLM Requests & Responses

Model used, prompt tokens, completion tokens, latency, and cost per call. Compare model performance across versions.

API Calls & Webhooks

Every outbound HTTP call with endpoint, method, response code, latency, and payload. Full webhook event history.

Errors & Exceptions

Full error messages, stack context, retry count, and recovery status — automatically logged with no code changes.

Trace IDs

Distributed trace IDs link every step across services — essential for debugging multi-agent and multi-service workflows.

Token Usage & Cost

Per-run and per-workflow token spend and estimated cost. Track AI operational costs down to the individual agent run.

Latency & Performance

Response time per step, end-to-end execution time per run. Identify bottlenecks before they impact users.

Chatbot Conversation Transcripts

Complete transcripts of every chatbot interaction. Analyze intent detection, fallback triggers, and user behavior patterns.

Search & Filter

Filter by agent, workflow, date range, error type, trace ID, or model. Surface the exact run you need in seconds.

Two Distinct Logs

Execution Logs vs Audit Logs

RhinoAgents provides both — for different audiences and different needs.

Feature
Execution Logs (this page)
Audit Logs
Purpose
Debugging & monitoring
Security & compliance
Audience
Developers, DevOps
Admins, Security, Compliance
Records
LLM calls, API errors, latency, tokens
User actions, config changes
Mutable?
Rotatable / deletable
Immutable — append-only
Retention
Days to months
Months to years
Volume
High-volume technical events
Lower-volume admin events
Get Started Today

Ready for Full Execution Observability?

Enable comprehensive execution logs today — and give your engineering and DevOps teams the visibility they need to debug faster, optimize costs, and keep AI operations running smoothly.

Trace IDs Token Cost Tracking Real-time Streaming Advanced Search