logifai Development Logs

logifai automatically captures output from development commands (e.g. npm run dev 2>&1 | logifai) and saves them as NDJSON files.

Log Location

code

~/.local/state/logifai/logs/
├── session-YYYYMMDD-HHmmss-{id}.ndjson   # Session files
└── current.ndjson -> session-...ndjson     # Symlink to latest session

NDJSON Schema

Each line is a JSON object:

json

{
  "timestamp": "2026-02-08T10:30:45.123Z",
  "level": "ERROR | WARN | INFO | DEBUG",
  "message": "Log message text",
  "source": "npm-run-dev",
  "project": "/home/user/my-app",
  "session_id": "a1b2c3d4",
  "git_branch": "feature/auth",
  "git_commit": "e91d055",
  "pid": 12345,
  "raw": true,
  "stack": "Error stack trace if detected",
  "_original": {}
}

Quick Search Commands

List recent sessions

bash

ls -lt ~/.local/state/logifai/logs/session-*.ndjson | head -10

Search current session for errors

bash

grep '"level":"ERROR"' ~/.local/state/logifai/logs/current.ndjson

Search all sessions for a keyword

bash

grep -l "keyword" ~/.local/state/logifai/logs/*.ndjson

Get context around an error

bash

grep -B 5 -A 5 "Module not found" ~/.local/state/logifai/logs/current.ndjson

Find errors with stack traces

bash

grep '"stack"' ~/.local/state/logifai/logs/current.ndjson | grep -v '"stack":null'

Advanced Queries (with jq)

bash

# Last 50 ERROR entries
tail -n 500 ~/.local/state/logifai/logs/current.ndjson | jq 'select(.level == "ERROR")' | tail -50

# Errors after a specific time
jq 'select(.level == "ERROR" and .timestamp >= "2026-02-08T10:00:00")' ~/.local/state/logifai/logs/current.ndjson

# Errors with stack traces
jq 'select(.level == "ERROR" and .stack != null)' ~/.local/state/logifai/logs/current.ndjson

# Group by level
jq -s 'group_by(.level) | map({level: .[0].level, count: length})' ~/.local/state/logifai/logs/current.ndjson

Log Line References

Users may paste log line references from the Web UI in the format logifai://SESSION_ID:LINES.

Resolve a reference

bash

logifai show 'logifai://a1b2c3d4:42,50-55'

When user pastes a logifai:// reference

•Run logifai show '<reference>' to resolve it
•Parse the JSON output to understand the log entries
•Analyze as requested (explain errors, suggest fixes, etc.)

Reference format

•Single line: logifai://a1b2c3d4:42
•Multiple lines: logifai://a1b2c3d4:42,45,50
•Range: logifai://a1b2c3d4:42-55
•Mixed: logifai://a1b2c3d4:10,20-30,50
•Multiple sessions: logifai://a1b2c3d4:10-15+ff990011:1-5

Investigation Workflow

When user asks about errors or issues:

•Check current.ndjson for recent ERROR entries
•Look for stack traces (.stack != null)
•Check surrounding WARN/INFO entries for context
•Search across sessions if not found in current

When user asks "what went wrong":

•Search for ERROR level logs in current session
•Check for stack traces
•Look for related WARN logs nearby
•Summarize findings with timestamps and context