Visualize
See execution relationships between models, tools, actions, and multiple Agents.
Trace, debug, and improve reliable Agents.
Agent observability for real business operations: inspect triggers, model and tool calls, delivery results, failures, and cost in one operating loop.
Monitor Agent Runs · workflow
01Open the activity surface
02Review the run context
03Improve the workflow
sandbase runs inspect --latest- Evidence layers
- 4
- Replay events
- 6
- Operating loop
- 1
Complete run evidence for Agents delivering real work.
This public view uses representative data only. Your real sessions, activities, and run history remain in the authenticated Console.
RUN STATUS
Running, queued, completed, and failed
EXECUTION TRACE
Models, tools, retries, and latency
DELIVERY PROOF
Result, destination, and delivery state
OPERATING LOOP
Move from evidence back to configuration
sandbase runs inspect --latestTurn every run into inspectable execution evidence.
Follow models, tools, and actions across the timeline. Select any event to inspect its inputs, outputs, latency, cost, and failures.
Time-travel debugging
Return to any event and inspect its inputs and outputs in the original context.
Delivery proof
Confirm where the result landed, its delivery state, and who needs to act next.
One SDK. Many Agent frameworks.
Keep your existing Agents. Add the SandBase SDK once to collect run traces, evaluation results, and monitoring data in one place.
OpenAI Agents SDK
Agent SDK
AutoGen
Microsoft
CAMEL-AI
Multi-Agent Framework
CrewAI
Agent Platform
LlamaIndex
Agent Workflows
LangChain
Agent Framework
Analytics · Evals · Monitoring
Track spending across every Agent and model.
Align tokens, live model pricing, and Agent ownership for every call to reveal cost growth and optimization opportunities.
Model cost
GPT-5.6 Sol$0.79Input cost $0.59 · Output cost $0.20
Claude Sonnet 4.6$0.28Input cost $0.05 · Output cost $0.23
Gemini 3.7 Flash$0.16Input cost $0.04 · Output cost $0.12
Agent cost trend
Research Analyst$0.48 → $0.18
Renewal Risk$0.92 → $0.26
Support Triage$1.44 → $0.39
Market Brief$1.58 → $0.44
Incident Response$2.14 → $0.61
Token usage
Inspect input and output tokens by Agent, model, and run.
Cost attribution
Attribute live model prices to the exact Agent, task, and run.
Optimization opportunities
Compare base and optimized versions to find savings without sacrificing delivery quality.
Need help operationalizing your Agents?
SandBase FDEs work with your product, engineering, and operations teams on production design, integration, and launch validation.
Design the operating system
Define traces, evals, cost, alerts, and audit standards so the team knows whether every run truly completed delivery.
Discuss monitoringIntegrate production systems
Connect existing Agents, frameworks, and business systems to SandBase, then validate them with real runs.
Plan production integrationUse the evidence to improve the next run.
Take cost, failures, and execution detail back to the Agent configuration or its schedule.