developer observability platform - AI tools

Digma is a Preemptive Observability Analysis (POA) tool that helps engineering teams identify and prevent breaking changes and performance issues before they impact production, operating as an IDE plugin with local data processing.

• Freemium
• From 450$

Lightrun is a developer observability platform that allows developers to dynamically instrument logs, traces, and metrics to gain real-time insights into live applications directly from their IDE.

• Contact for Pricing

Kerno provides instant runtime feedback and context-rich insights for developers and AI code agents, streamlining debugging and improving code deployment in Kubernetes environments.

• Freemium
• From 20$

Embrace is an AI-powered observability platform that provides real user monitoring for mobile and web applications, helping teams identify performance issues and optimize user experiences through automated insights and comprehensive data analysis.

• Freemium
• From 80$

groundcover is a cloud-native observability platform powered by eBPF that delivers full visibility across infrastructure, applications, and LLMs at a fraction of traditional costs, with no code changes required.

• Freemium
• From 30$

Barklarm is a free and open-source observability radiator that centralizes build, monitoring, and logging alarms from multiple systems into a single native OS display, reducing cognitive load for developers.

• Free

HyperDX is an open-source observability platform that unifies session replays, logs, traces, metrics, and errors with blazing-fast search performance powered by ClickHouse, helping engineering teams resolve production issues quickly and cost-effectively.

• Freemium
• From 20$

Acceldata provides a unified data observability platform to ensure data quality, prevent failures, and control costs for hybrid and multi-cloud data stacks. It helps businesses build a strong AI foundation with high-quality, reliable data.

• Contact for Pricing

Virtana Platform is an AI-native unified observability solution that provides comprehensive visibility across hybrid infrastructure, applications, AI workloads, and business services with intelligent automation and predictive analytics.

• Contact for Pricing

digna is an AI-powered data quality and observability platform that automatically detects anomalies, monitors data arrival, validates records, and tracks schema changes to ensure reliable business insights.

• Contact for Pricing

New Relic is a comprehensive observability platform that combines 30+ monitoring capabilities and 750+ integrations with AI-powered analytics to help teams monitor, troubleshoot, and optimize their entire technology stack.

• Freemium
• From 49$

Honeycomb is a unified observability platform that allows you to store, query, and correlate all your telemetry data (logs, metrics, traces) to quickly resolve issues.

• Freemium
• From 130$

Edge Delta offers intelligent Telemetry Pipelines to manage, enrich, and analyze observability and security data at scale, reducing costs and automating insights.

• Usage Based

Dynatrace is an AI-powered analytics and automation platform that provides unified observability and security solutions for cloud environments, helping organizations simplify cloud complexity and innovate faster.

• Free Trial

Avo is an AI-powered platform that ensures event data quality by providing schema management, implementation tools, observability, and integrations to help teams design, implement, and monitor tracking plans accurately.

• Freemium
• From 300$

Watchlog is an AI-powered full-stack monitoring platform that brings metrics, logs, traces, and real-user monitoring into a unified dashboard for comprehensive observability across infrastructure, applications, and services.

• Freemium
• From 5$

Metaplane is a data observability platform that helps data teams monitor data quality, lineage, and spend, ensuring data reliability and trust.

• Freemium

KloudMate is an observability platform delivering advanced monitoring, anomaly detection, and debugging for microservices and cloud infrastructure using AI-powered analytics.

• Usage Based
• From 60$

EvolveDev is an AI-powered engineering intelligence platform that provides real-time observability, metrics tracking, and actionable insights for software development teams to improve efficiency and deliver on time.

• Freemium
• From 7$

Baselime is an AI-powered cloud observability platform that helps developers detect, diagnose, and resolve issues using logs, metrics, and distributed tracing with real-time error tracking and an AI copilot.

• Free

Asserts.ai is an observability platform that enhances Prometheus and OpenTelemetry, providing automated issue detection and correlation to reduce operational costs and improve visibility.

• Contact for Pricing

Highlight is an open-source monitoring platform that provides comprehensive observability for web applications through session replay, error monitoring, logging, traces, and dashboards.

• Freemium
• From 50$

Metoro is a Kubernetes observability platform that provides automatic APM, logging, tracing, and profiling through eBPF technology, requiring zero code changes and one-minute setup.

• Freemium
• From 20$

Intellize is an AI-first observability platform allowing users to search logs, create dashboards, and set up alerts using natural language commands.

• Contact for Pricing

Uptrends provides comprehensive digital experience monitoring with synthetic transaction and API monitoring from 230+ global checkpoints, helping teams detect issues earlier and improve service reliability.

• Freemium
• From 210$

Evidently AI is a comprehensive AI observability platform that helps teams evaluate, test, and monitor LLM and ML models in production, offering data drift detection, quality assessment, and performance monitoring capabilities.

• Freemium
• From 50$

Better Stack provides a comprehensive observability platform, offering uptime monitoring, incident management, log management, infrastructure monitoring, and status pages to help engineering teams ship higher-quality software faster.

• Freemium
• From 29$