Best AI tools for Monitor & Log Management in 2025

VoltOps is a framework-agnostic LLM observability platform that provides real-time visual monitoring, debugging, and optimization tools for AI agents across any technology stack.

Editor Usage for Cursor is a macOS menubar app that helps users track and monitor their Cursor editor usage across premium, normal, and special requests with customizable alerts and warnings.

Bright Data is the world's #1 web data platform providing award-winning proxy networks, powerful web scrapers, and ready-to-use datasets for businesses to ethically collect and analyze public web data at scale.

Jam is a browser extension that enables software teams to create comprehensive bug reports with one click, including screen recordings, developer logs, and technical diagnostics.

Boost.space is a no-code centralization and synchronization platform that combines cloud database, integration capabilities, and AI features to connect 2,000+ tools and manage business data in one unified system.

Helicone is an open-source observability platform for generative AI that offers logging, monitoring, debugging, and analytics for language models with minimal latency impact.

Middleware is a full-stack cloud observability platform that provides unified visibility into metrics, logs, traces and events to help identify and resolve issues faster across cloud infrastructure.

Zipy is an AI-powered unified customer experience platform that combines session replay, error monitoring, performance tracking, and product analytics to help teams debug and optimize digital experiences.

Digma is a Preemptive Observability product that automatically identifies performance and scaling issues in pre-production environments by analyzing code at the line level, providing continuous feedback and AI-driven fix suggestions to prevent problems before they reach production.

Doctor Droid is an AI-powered troubleshooting assistant that helps engineering teams detect, analyze, and resolve production issues faster by integrating with existing monitoring tools and providing automated insights.

Kerno is a lightweight runtime intelligence engine that creates a tight feedback loop between live systems, developers, and their AI code agents using eBPF technology to gather rich runtime signals directly from the kernel with zero code changes.

Dash0 is a modern OpenTelemetry-native observability platform that simplifies monitoring and troubleshooting of applications by integrating metrics, logs, and traces with full cost control and built on CNCF open standards.