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Starter regex patterns for parsing application logs

Extract request IDs, status codes, and durations—then cap input length.

2026-06-07 · 6 min read · Rahul Chitturi

  • regex
  • observability

Before shipping a regex to production log pipelines, prototype against real samples in a tester. You learn faster with highlighted matches than with silent grep misses.

Useful patterns

Anchor patterns when the full line must match; leave them loose for substring search.

  • \d{3} for HTTP status codes in fixed-width logs
  • [0-9a-f-]{36} for UUID request IDs
  • \d{4}-\d{2}-\d{2}T for ISO timestamps

Safety

Cap line length in servers. Catastrophic backtracking on user-controlled input is a real denial-of-service vector.

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