Detection-first observability that automatically detects issues and drafts cited root-cause analysis across logs, metrics and traces.
Cost / License
- Paid
- Proprietary
Platforms
- Online
- Software as a Service (SaaS)

Detection-first observability that automatically detects issues and drafts cited root-cause analysis across logs, metrics and traces.

Prefect is an orchestrator for data-intensive workflows. It's the simplest way to transform any Python function into a unit of work that can be observed and orchestrated. With Prefect, you can build resilient, dynamic workflows that react to the world around them and recover...





LogPulse is an AI-assisted, Kubernetes-native log management platform for engineering and platform teams. Search logs in natural language or with LPQL, a Splunk-familiar pipe-based query language (30+ commands like stats, timechart, eval and lookup), and investigate incidents...

Ambertrace is an LLM observability platform with an open source SDK that traces every AI agent call across OpenAI, Anthropic, and Google with zero code changes.



Maple is an open-source observability platform built natively on OpenTelemetry. It unifies distributed tracing, log management, metrics dashboards, error tracking, browser session replay, and alerting in a single interface.



Nightlamp provides real-time monitoring and real-engineer diagnostics for no-code platforms like Bubble, Lovable, Webflow, and more. Unlike standard uptime monitors, Nightlamp goes beyond status checks by paging a human engineer to reproduce the issue, identify the root cause...

AI-powered environment management platform with built-in observability and Terraform automation. Reduce costs by 98% and eliminate booking conflicts.

Open-source, local-first, read-only AI SRE: clusters alert storms, investigates root cause over your live systems, proposes human-gated fixes.




Open-source reliability infrastructure for AI agents. Privacy-first events, deterministic detection, and self-hostable operation.

The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.



