Observability

If you would like agency to emit structured logs, set observability: true in your agency.json. Agency will now emit logs for different events such as entering a node, making an LLM call, making a tool call, throwing an interrupt, etc.

Enabling observability

In your agency.json, set observability: true and configure at least one sink:

{
  "observability": true,
  "log": {
    "host": "stdout",
    "logFile": "logs.jsonl"
  }
}

Sinks:

• host: "stdout" — prints logs to console.log.
• logFile: "<path>" — appends logs to the given file. The parent directory is created automatically.
• Pick one or both.

Inspecting logs

The log file will be in JSONL format, which means one JSON object per line. This can be hard to read, so Agency comes with a log viewer.

agency logs view logs.jsonl

Read from stdin:

cat run.jsonl | agency logs view -

Tail a file:

agency logs view -f logs.jsonl

Keybindings

Press ? in the viewer to see this info.

Key	Action
j, Down, Ctrl+N	Move cursor down
k, Up, Ctrl+P	Move cursor up
l, Right, Enter	Expand the focused node — on a span/trace, reveal children; on a leaf, inline the JSON payload
h, Left	Collapse the focused node (or jump to its parent)
g	Jump to the top
G	Jump to the bottom
Ctrl+F, PageDown / Ctrl+B, PageUp	Page down / up
Ctrl+D / Ctrl+U	Half-page down / up
Tab, Shift+Tab	Jump cursor to the next / previous trace
e / E	Expand all / collapse all
/, then text + Enter	Search rows for a substring
n / N	Jump to next / previous match
Esc	Clear active search
y	Copy the focused node's JSON to the clipboard
f	Toggle follow mode at runtime
?	Show / hide the keybinding help
q, Ctrl+C	Quit

Magnitude coloring

You can set the viewer to highlight slow or expensive LLM calls. Durations over viewer.slowMs (default 5s) and costs over viewer.expensiveUsd (default $0.01) render in bright-red; durations under viewer.fastMs (default 100ms) render in gray. You can configure the thresholds for these in agency.json.

{
  "viewer": {
    "slowMs": 5000,
    "fastMs": 100,
    "expensiveUsd": 0.01
  }
}