Thoughts from the LogKit team on logs, systems, and clarity

The Death of the String Log: Why Structured Data Wins

We analyzed 50TB of production logs and found that unstructured strings lead to a 3x increase in mean time to resolution (MTTR). Here is how moving to typed fields changes the game.

Optimizing Go Context Propagation

How we reduced context lookups by 90% in our high-throughput Go microservices.

LogKit v2.0: Async Flushing

Zero-allocation updates and adaptive batching for sub-millisecond overhead.

Why we stopped using Grafana Loki

A deep dive into the trade-offs between open-source log aggregation and managed SaaS.

Debugging 504 Gateway Timeouts at Scale

A real-world incident report on tracing slow downstream API calls.

On-call rotation best practices

How to keep your team sane during outages without burning them out.

The cost of high-cardinality tags

Why user_id as a tag might be killing your query performance.