# agent observability insights

Rangoon Insights reporting and guides tagged agent observability.

Canonical: https://rangoon.ai/insights/tags/agent-observability/

## Topics
- [Agent systems](https://rangoon.ai/insights/topics/agents/): Agent runtimes, handoffs, tools, and the boundaries that make them reviewable.
- [Governance](https://rangoon.ai/insights/topics/governance/): Policy, identity, authorization, approvals, and evidence for consequential work.
- [Infrastructure](https://rangoon.ai/insights/topics/infrastructure/): Model serving, sandboxes, tool services, and deployment boundaries.
- [Models](https://rangoon.ai/insights/topics/models/): Inference choices, local serving, compatibility, and operational tradeoffs.

## Stories
- [Salesforce introduced Agentforce 3 with Command Center, trace data and MCP direction](https://rangoon.ai/insights/archive-salesforce-agentforce-3-june-2025/)
  Salesforce announced Agentforce 3 on June 23, 2025, adding Command Center observability, OpenTelemetry-linked session traces and a roadmap for MCP interoperability.
- [Claude 4 made tool use an observability question](https://rangoon.ai/insights/archive-claude-4-tool-use-observability/)
  Anthropic introduced Claude Opus 4 and Sonnet 4 in May 2025, including extended thinking with tools. The launch shows why tool calls need a traceable action boundary.


## More information

- [Documentation index](https://rangoon.ai/llms.txt)
- [AI access and policies](https://rangoon.ai/ai/)
- [Source repository](https://github.com/hypler-dev/rangoon)