effect-wide-events

What problem does it solve?

Wide events replace scattered, low-context log lines with one comprehensive, structured record per request so incidents can be answered via queries instead of guesswork.

Core Features & Use Cases

• Canonical log lines (one event per request): Consolidate identity, business context, performance metrics, and outcomes into a single queryable event.
• High dimensionality attributes: Capture enough fields to answer real incident questions like “which feature caused failures for premium users?”
• Sampling strategy for cost control: Retain errors/slow/VIP at 100% while sampling successful fast traffic to manage observability spend.
• Anti-pattern prevention: Avoid scattered step logs, overly thin events (too few fields), and technical-only telemetry that omits business/user context.

Quick Start

Use the effect-wide-events skill to design which span attributes you should record so every request produces an enriched, structured event that is answerable during incidents.