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itamarst/eliot

Eliot: the logging system that tells you *why* it happened observed · 2026-08-28

github.com/itamarst/eliot · homepage · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

86/100

  • Activity 81
  • Release rhythm 83
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 0
  • age_days: 4529
  • days_rel: 118
  • days_push: 118
  • n_releases_24m: 8

Full methodology

Adoption not part of the score

1187 stars · 74 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Eliot is a Python structured logging library that records causal chains of actions, showing what happened and why. It supports distributed tracing, asyncio/Trio/Twisted, and scientific computing with NumPy and Dask.

Use cases

  • debug why an error happened in my python app
  • trace causality across distributed services
  • structured logging for asyncio applications
  • log actions in dask and numpy scientific workflows
  • find performance bottlenecks with action-based logs
  • correlate sentry errors with operation traces

When to choose

  • you need causal, action-based logs rather than flat log lines
  • you use asyncio, Trio, Twisted, or Dask and want built-in support
  • you want structured JSON logs suitable for Elasticsearch/Logstash aggregation

When to avoid

  • you only need simple human-readable log messages
  • you want an all-in-one log aggregation and storage solution
  • you're outside the Python ecosystem

Facets

library · maturity active

logging tracing monitoring developer-tools backend data-science microservices python cross-platform structured-logging causal-tracing asyncio twisted dask scientific-computing json-logging

2 sources

Member repositories

RepositoryRoleHealth v2
itamarst/eliotmain86

For agents

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Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem