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CLUSTER INCIDENT-LOGS-METRICS · 6 ENTRIES · EARLIEST ENTRY 2026-09-17

AI incident root-cause analysis tools

This cluster consists of AI-powered incident response tools that automatically triage outages by correlating logs, metrics, and other telemetry to propose root causes and fixes. The cluster's dated history is too thin to read a shape from, as it predates the index or its members are undated. Traction leaders include EzzeSecure and opspilot with one star each, and incident-sentinel with zero stars.

Entry timeline

ENTRY TIMELINE

SEP 2026: 6
SEP 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 6 unlabelled

Operator · 3 hobby · 3 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 6 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01EzzeSecure1★19 days—Self-hosted AI assistant that monitors Linux servers, investigates security incidents, and delivers evidence-based root-cause explanations.
  2. 02opspilot1★29 days—hobbyAI incident-response agent that investigates production outages by correlating logs, metrics, traces, and deployment history to propose root causes.
  3. 03incident-sentinel0★25 days—AI incident response tool that triages infrastructure outages by correlating logs and metrics across services and suggesting root-cause fixes.
  4. 04incidentpilot0★1 mo—AI incident response platform that detects Kubernetes failures, investigates root causes from live logs, and applies human-approved fixes.
  5. 05api_intelli0★1 mo—hobbyAI-powered incident management platform that detects microservice failures, performs root-cause analysis, and automates remediation.
  6. 06MonArch_AI0★1 mo—hobbyAI incident investigator that ingests production logs and metrics to produce verified root-cause reports for outages.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.