More features are coming soon: accounts, saves, follows, personalized updates, and private workspaces.
AI SRE Watchlist
  • Tools
  • Companies
  • Observability
  • Resources
  • Updates

Search the AI SRE Watchlist

Search tools, companies, and research resources.

Observability landscape

Find the telemetry foundation behind your incident workflow

Compare signals, deployment models, ecosystems, and use cases. Save or evaluate products without automatically following a company.

34 products

Alerta observability interface
AL
Alerta
Open-source alert management and deduplication system with multi-source ingestion, silencing, and escalation.
Alert managementOpen sourceAlerts
Checked 2026-06-08View profile
AWS CloudWatch observability interface
AC
AWS CloudWatch
AWS-native monitoring and observability service for metrics, logs, traces, alarms, and application signals.
Cloud observabilityCommercialMetrics
Checked 2026-06-05View profile
Cilium Hubble observability interface
CH
Cilium Hubble
Network, service, and security observability for Kubernetes powered by Cilium and eBPF.
Network observabilityOpen sourceTopology
Checked 2026-06-05View profile
Datadog Observability observability interface
DO
Datadog Observability
Commercial observability platform covering infrastructure, logs, metrics, traces, RUM, synthetics, and incident workflows.
Observability platformCommercialMetrics
Checked 2026-06-05View profile
Dynatrace observability interface
DY
Dynatrace
Enterprise observability and application security platform with topology, automation, and Davis AI capabilities.
Observability platformCommercialMetrics
Checked 2026-06-05View profile
Elasticsearch observability interface
EL
Elasticsearch
Search and analytics engine commonly used for logs, events, and observability workflows.
Search backendMixedLogs
Checked 2026-06-05View profile
Fluent Bit observability interface
FB
Fluent Bit
Lightweight telemetry agent for collecting, processing, and forwarding logs, metrics, and traces.
AgentOpen sourceLogs
Checked 2026-06-05View profile
Grafana observability interface
GR
Grafana
Visualization and alerting layer for metrics, logs, traces, profiles, and mixed observability data sources.
VisualizationMixedMetrics
Checked 2026-06-05View profile
Grafana Loki observability interface
GL
Grafana Loki
Log aggregation system built around labels and Grafana-native correlation workflows.
Log backendOpen sourceLogs
Checked 2026-06-05View profile
Grafana Mimir observability interface
GM
Grafana Mimir
Horizontally scalable Prometheus-compatible metrics backend from Grafana Labs.
Metrics backendOpen sourceMetrics
Checked 2026-06-05View profile
Grafana Pyroscope observability interface
GP
Grafana Pyroscope
Continuous profiling backend for finding performance bottlenecks and correlating code-level cost with telemetry.
ProfilingOpen sourceProfiles
Checked 2026-06-05View profile
Grafana Tempo observability interface
GT
Grafana Tempo
Distributed tracing backend designed for object storage and Grafana correlation.
Trace backendOpen sourceTraces
Checked 2026-06-05View profile
Graphite observability interface
GR
Graphite
Time-series metrics storage and graphing system with a plaintext line protocol and simple dashboard UI.
Metrics backendOpen sourceMetrics
Checked 2026-06-08View profile
Honeycomb observability interface
HO
Honeycomb
Observability platform focused on high-cardinality event analytics, tracing, and production debugging.
Observability platformCommercialEvents
Checked 2026-06-05View profile
Icinga 2 observability interface
I2
Icinga 2
Modern scalable monitoring framework forked from Nagios with distributed checks, HA, and a REST API.
Infrastructure monitoringOpen sourceMetrics
Checked 2026-06-08View profile
InfluxDB observability interface
IN
InfluxDB
Purpose-built time-series database for high-write-throughput metrics storage with Flux and SQL query support.
Metrics backendMixedMetrics
Checked 2026-06-08View profile
Jaeger observability interface
JA
Jaeger
Distributed tracing system for monitoring and troubleshooting transactions in microservice environments.
Trace backendOpen sourceTraces
Checked 2026-06-05View profile
Last9 observability interface
LA
Last9
OpenTelemetry-native observability platform for APM, high-cardinality metrics, logs, and traces at scale.
Observability platformCommercialMetrics
Checked 2026-06-08View profile
LibreNMS observability interface
LI
LibreNMS
Auto-discovering network monitoring system with SNMP, alerting, and broad device support.
Network monitoringOpen sourceMetrics
Checked 2026-06-08View profile
Loggly observability interface
LO
Loggly
Cloud-based log management and analytics platform for aggregating and searching logs from any source.
Log managementCommercialLogs
Checked 2026-06-08View profile
Nagios observability interface
NA
Nagios
Classic open-source IT infrastructure monitoring with host, service, and network checks and alerting.
Infrastructure monitoringMixedMetrics
Checked 2026-06-08View profile
Netdata observability interface
NE
Netdata
Real-time performance monitoring agent with per-second metrics, ML anomaly detection, and zero-configuration dashboards.
Infrastructure monitoringMixedMetrics
Checked 2026-06-08View profile
New Relic observability interface
NR
New Relic
Full-stack observability platform for application, infrastructure, logs, traces, browser, mobile, and AI/LLM monitoring.
Observability platformCommercialMetrics
Checked 2026-06-05View profile
OpenSearch observability interface
OP
OpenSearch
Open-source search and analytics suite often used for log analytics and observability data exploration.
Search backendOpen sourceLogs
Checked 2026-06-05View profile
OpenTelemetry observability interface
OP
OpenTelemetry
Vendor-neutral standard and SDK ecosystem for collecting traces, metrics, logs, and other telemetry.
StandardOpen sourceMetrics
Checked 2026-06-05View profile
OpenTelemetry Collector observability interface
OC
OpenTelemetry Collector
Collector for receiving, processing, and exporting telemetry across logs, metrics, and traces.
CollectorOpen sourceMetrics
Checked 2026-06-05View profile
Pixie observability interface
PI
Pixie
eBPF-based Kubernetes observability platform for automatically collecting service, network, and application telemetry.
Kubernetes observabilityOpen sourceMetrics
Checked 2026-06-05View profile
Prometheus observability interface
PR
Prometheus
Cloud-native monitoring system and time-series database with a powerful query model and alerting ecosystem.
Metrics backendOpen sourceMetrics
Checked 2026-06-05View profile
Sentry observability interface
SE
Sentry
Application error tracking and performance monitoring platform for debugging issues across releases.
Error trackingMixedErrors
Checked 2026-06-05View profile
SigNoz observability interface
SI
SigNoz
OpenTelemetry-native observability platform for metrics, logs, traces, exceptions, dashboards, and alerts.
Observability platformMixedMetrics
Checked 2026-06-05View profile
Uptime Kuma observability interface
UK
Uptime Kuma
Self-hosted uptime monitoring tool with status pages, multi-protocol checks, and notification integrations.
Uptime monitoringOpen sourceAlerts
Checked 2026-06-08View profile
Vector observability interface
VE
Vector
High-performance observability pipeline for collecting, transforming, and routing logs, metrics, and traces.
PipelineOpen sourceLogs
Checked 2026-06-05View profile
VictoriaMetrics observability interface
VI
VictoriaMetrics
High-performance time-series database and monitoring solution compatible with Prometheus-style workflows.
Metrics backendMixedMetrics
Checked 2026-06-05View profile
Zabbix observability interface
ZA
Zabbix
Enterprise-grade open-source monitoring platform for infrastructure, networks, applications, and cloud resources.
Infrastructure monitoringOpen sourceMetrics
Checked 2026-06-08View profile

AI SRE Watchlist

A public directory for evaluating AI SRE tools.

Built with ❤️ by Pavan Gudiwada

Follow us on LinkedIn
NewsletterMethodologyEditorial policySubmit a correctionPrivacyTerms