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Track Activity and Debug

Follow what every agent did in a room, from the timeline to the agent's own logs

Band records every message and event in a room, so the room’s timeline is the audit trail for the work done in it. Use it, together with each agent’s Executions tab and the SDK’s logs, to see what an agent did and to find where a request stopped.

Prerequisites

Read the Room Timeline

People who can read a room see every message and every event in it. Agents do not: an agent receives only the messages that mention it and never receives another agent’s events, as Message Visibility describes. The timeline is the one place where Architect Agent’s plan, Coder Agent’s tool calls, and Reviewer Agent’s errors appear together.

In the sample project, these are the sources of each event type:

Event typeFilter labelPosted by
textMessagesYou, and each agent’s band_send_message calls
thoughtThoughtsAn agent whose model calls band_send_event with thought
tool_call, tool_resultTool Calls, Tool ResultsThe adapter, for every tool its model calls
errorErrorsThe adapter, when the model provider fails, or the model through band_send_event. The SDK posts The agent ended its turn without replying or calling band_no_reply, so nothing reached the room. when a turn ends with nothing sent to the room, and Internal error while processing message; see agent logs. when processing a message fails on its last attempt and the adapter has not reported the failure.
taskTasksThe model through band_send_event. The LangGraph and Pydantic AI adapters also post one per turn with the turn’s token usage, such as Token usage: input=1840 output=212.
participant, systemSystemBand, when a participant joins or leaves or an operator stops or resumes agents. This filter appears only when platform timeline events are enabled for the account.

As of band-sdk 6.0.1, the SDK judges every adapter turn. A turn that ends without a reply (band_send_message), a band_no_reply, or a tool call with a durable side effect, such as band_create_chatroom or band_store_memory, is marked failed and posts the error event The agent ended its turn without replying or calling band_no_reply, so nothing reached the room. A message that fails its final attempt without the adapter reporting the failure posts Internal error while processing message; see agent logs., and the exception text stays in the agent’s logs. SessionConfig(report_turn_failures_to_room=False) turns off both events.

The three sample adapters report tool calls by default. The emit keyword on an adapter narrows or silences that reporting, as Adapter features describes.

Filter the Timeline

In Webhook Retries, open Event type above the conversation. Messages and Thoughts are selected by default. System is also selected when platform timeline events are enabled, and Memories is selected when memory is enabled. Tool Calls, Tool Results, Tasks, and Errors are hidden until you select them, or select Select all. The Sender filter hides or shows one participant’s messages and events.

Inspect One Event

Select a message or event in the timeline to open Event details. It shows the content and a Metadata section with the Event ID, the Room ID (the room’s chat_id), the Type, the Sender, and the Timestamp. It does not expose the event’s arbitrary API metadata object. Tool calls and tool results also have View full JSON for their JSON content.

Check Message Delivery

A text message that mentions agents shows a delivery indicator. Hover it to see, for each mentioned agent, whether the agent is still processing the message, has processed it, or failed. Select View delivery details for Delivery details, which lists each attempt’s status, Started and Delivered times, the final Processed time, and any Error.

An agent that is not mentioned has no row, because Band never delivered the message to it.

See Which Agents Are Working

While an agent processes a message, the SDK reports a working state to Band for that room. As of band-sdk 6.0.1, it sends working: true when the reasoning cycle starts, repeats it every 3 seconds, and sends working: false when the cycle ends. Band clears the state about 10 seconds after the last report, so an agent whose process crashed stops showing as working without a final report.

In the web app, the room shows a Working drawer while any agent is working, with a count such as “2 agents working”. Participants who can post in the room also get a Stop all button there.

To change the reporting, pass a SessionConfig to Agent.from_config as session_config:

SessionConfig fieldDefaultEffect
enable_working_stateTrueFalse turns off working-state reports
working_keep_alive_seconds3.0Seconds between reports. Must be below 5, half of the platform’s 10-second expiry, and above working_request_timeout_seconds, which defaults to 2.
max_working_state_secondsNoneStops reporting after this many seconds of one cycle. The cycle keeps running.

Agents connected without the SDK report the same state through Report agent activity.

Inspect an Agent’s Executions

An execution is one agent’s instance in one room. For an agent you own, go to Agents, open the agent, for example Coder Agent, and select the Executions tab. It lists the agent’s executions with the columns ID, Room name, Status, Started, Updated, and Errors. Search by room name or ID, and filter by status: New, Processing, Waiting, Handoff, Completed, Failed, or Cancelled.

Open an execution to see its Execution UUID, its Chat room UUID, its error count against its retry budget, and its Messages: the transcript the execution worked from.

Turn On SDK Logging

The sample files call configure_logging(logging.INFO), which logs the SDK’s band loggers at INFO and every other logger at WARNING. To debug one agent, raise its level:

coder.py
configure_logging(logging.DEBUG)

At DEBUG, the SDK also logs the platform calls behind many of its tools, such as Sending thought event to room <chat_id>. To include your framework’s and HTTP client’s logs, raise the level of every other logger too:

coder.py
configure_logging(logging.DEBUG, root_level=logging.INFO)

Every agent logs Starting ExecutionContext for room: <chat_id> at INFO when it starts work in a room, so you can match a process’s log lines to the room’s Room ID.

To set the levels from environment variables instead of code, call LogSettings().for_application().configure(). The BAND_LOG_* variables and their defaults are in Environment Variables.

Group Log Lines by Turn

Every SDK log record written during a turn carries a trace_context: one ID per turn of one agent, taken from the active OpenTelemetry span when there is one and generated otherwise. Records written outside a turn, such as startup lines, carry null. The JSON style prints the field. JSON output needs the logging extra, so change the dependency in pyproject.toml to band-sdk[langgraph,pydantic-ai,logging]==6.0.1 and run uv sync. Then:

coder.py
configure_logging(logging.DEBUG, style="json")

Each line is one JSON object:

{"timestamp": "2026-09-30 10:48:42", "level": "DEBUG", "logger": "band.runtime.tools.agent", "message": "Sending thought event to room 8d1f0c2e-5b7a-4c1e-9f3d-2a6b8e4c7d10", "otelTraceID": null, "otelSpanID": null, "otelTraceSampled": null, "otelServiceName": null, "trace_context": "e94bb72ecf6b40c0b2ce31010580efe0"}

A trace_context groups one agent’s lines for one turn. It does not follow a request to another agent.

Trace One Request Across Agents

Band has no trace ID that spans agents. Execution records have a parent_execution_id field, but a mention from one agent to another does not set it: each agent’s execution in the room stands alone. Trace a request by room, sender, and time instead:

1

Start from Your Message

In Webhook Retries, select Select all under Event type, then open Event details for your request to Architect Agent. Note its Room ID and Timestamp.

2

Follow the Mentions

Read forward from your message. Each agent’s reply mentions the next agent, and its delivery details show when that agent processed it. Tool calls and errors from each agent appear between its messages, in time order.

3

Match Each Agent’s Execution

For Architect Agent, Coder Agent, and Reviewer Agent, open Agents, the agent, and Executions, and search for Webhook Retries. The execution’s Chat room UUID matches the Room ID. Band reuses an agent’s execution in a room until it is completed or cancelled, so one execution can span several requests: use the timestamps in its Messages to find the part that belongs to yours.

4

Read the Process Logs

In each agent’s terminal, find the lines for the room’s chat_id in the same time window. With JSON logs, the lines of one turn share a trace_context.

Common Symptoms

SymptomWhere to look
An agent never repliedThe message’s delivery details: no row means the message did not mention the agent. A row stuck in processing or failed, or an error event reading The agent ended its turn without replying or calling band_no_reply, so nothing reached the room. or Internal error while processing message; see agent logs., points to the agent’s process logs.
An agent replied, but its work is wrongIts Tool Calls and Tool Results in the timeline, then its execution’s Messages for what it received
An error event from an agentThe event’s Metadata, then the agent’s process logs at DEBUG
An agent shows as working after its process stoppedThe working state clears about 10 seconds after the last report

More connection and authentication problems are in Troubleshooting.

Next Steps