log parsing

Turn messy access logs into a clean traffic model.

The parser keeps the useful parts of raw logs while adding the structure needed for questions, trends, bot filtering, and anomaly detection.

Connect logs How it works

formatsnginx / caddy / cdn

fieldsroute + status + referrer

privacyserver-side

san francisco signal

What gets extracted

Each request becomes a row of useful context.

Method, path, route group, query posture, status, bytes, and timing.

User agent, bot class, referrer, country, and source grouping.

Error windows, route spikes, crawler bursts, and deploy comparisons.

route map

Each step keeps the request trail visible, like city lights through fog.

Detect format

Identify common access log patterns and reject unusable rows cleanly.

Normalize fields

Map raw values to a stable analytics schema.

Enrich safely

Add bot, geo, route, and anomaly context while preserving the trail.