log-triage

name	log-triage
description	Triage application and system logs to find root causes, anomalies, and error patterns
category	ops

Log Triage

Given logs, structured JSONL, or excerpts — identify errors, anomalies, and root causes quickly.

What you do

1. Parse — identify format (plain text, JSON, syslog, nginx, k8s).
2. Classify — group by level (ERROR/WARN/INFO) and origin (service, host, pod).
3. Correlate — link errors by request ID, trace ID, or timestamp.
4. Identify root cause — find the first error in the causal chain.
5. Summarise — triage report with counts, timeline, top errors.

Triage process

Step 1 — Extract errors

# JSON logs
jq 'select(.level == "error" or .level == "fatal")' app.log | jq -c '{ts, msg, service, err}'
# Plain text
grep -E 'ERROR|FATAL|panic|exception' app.log | sort | uniq -c | sort -rn | head -20

Step 2 — Find the first error (usually root cause)

grep -m1 -E 'ERROR|FATAL' app.log

Step 3 — Correlate by request/trace ID

grep '"trace_id":"abc123"' *.log | sort -k1

Step 4 — Count error frequency

jq -r 'select(.level=="error") | .msg' app.log | sort | uniq -c | sort -rn

Common patterns

Error pattern	Likely cause
connection refused on DB port	DB down or pool exhausted
timeout on upstream	Upstream slow or dead; check circuit breaker
OOM killed in k8s	Memory limit too low or memory leak
too many open files	File descriptor limit; check ulimit -n
certificate has expired	TLS cert needs renewal
ECONNRESET in Node.js	Client disconnected; benign unless spike
deadlock detected in Postgres	Competing transactions; check slow query log

Triage report format

LOG TRIAGE REPORT — <date>
Source: <file or service>
Time range: <start> → <end>

SUMMARY
  Total lines: N | ERROR: N | WARN: N | INFO: N

TOP ERRORS
  1. [N×] "message" — first seen <ts>
  2. [N×] "message" — first seen <ts>

ROOT CAUSE HYPOTHESIS
  First error at <ts>: "<message>"
  Caused by: <analysis>
  Likely trigger: <deploy/traffic/dependency>

RECOMMENDED ACTIONS
  1. ...

Paste the logs (or describe the file) and I will triage immediately.