https://signoz.io/tags/product SigNoz is an open-source observability tool powered by OpenTelemetry. Get APM, logs, traces, metrics, exceptions, & alerts in a single tool. en-us hello@signoz.io (SigNoz Inc) hello@signoz.io (SigNoz Inc) Mon, 04 May 2026 00:00:00 GMT https://signoz.io/blog/introducing-agent-native-observability https://signoz.io/blog/introducing-agent-native-observability SigNoz introduces agent-native observability with the SigNoz MCP server, plus AI Assistant (beta) and Agent Skills coming soon. Agents bring the context, humans bring the care. Mon, 04 May 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) ProductAI https://signoz.io/blog/introducing-signoz-foundry https://signoz.io/blog/introducing-signoz-foundry Deploy and manage self-hosted SigNoz across multiple platforms using a single config and a single command. Thu, 16 Apr 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/datadog-migration-tool https://signoz.io/blog/datadog-migration-tool Learn how SigNoz's LLM-powered migration tool automates Datadog dashboard migration in minutes. Migrate metrics, logs, and traces dashboards without manual rebuilding or rewriting queries. Tue, 25 Nov 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/100th-github-release https://signoz.io/blog/100th-github-release We just shipped our 100th GitHub release. Instead of a victory lap, it feels like Day 1. Go behind the scenes and read the stories of chaos, conviction, and code that shaped our journey. Wed, 05 Nov 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/trace-operators https://signoz.io/blog/trace-operators Map service dependencies and validate architectural patterns without manually analyzing trace flows. Trace Operators let you query relationships between services within distributed traces using simple, intuitive syntax. Fri, 12 Sep 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/cost-meter https://signoz.io/blog/cost-meter Take control of your observability spending with complete transparency into usage patterns across logs, metrics, and traces. No more surprise bills or blind cost optimization - get the visibility you need to manage budgets effectively. Fri, 12 Sep 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/oss-improvements https://signoz.io/blog/oss-improvements Self-hosting SigNoz just got significantly easier with community-focused improvements that remove deployment friction and give you more flexibility in how you run your observability stack. Thu, 11 Sep 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/query-builder-v5 https://signoz.io/blog/query-builder-v5 Query Builder v5 brings familiar SQL like syntax to observability data with expression-based querying that works across logs, metrics, and traces. Write complex queries using the syntax you already know. Wed, 10 Sep 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/interactive-dashboards https://signoz.io/blog/interactive-dashboards Interactive Dashboards eliminate the current workflow of opening new tabs and manually recreating queries every time you need to investigate a spike or anomaly. Click directly on any data point to drill down and explore. Tue, 09 Sep 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/json-flattening-query-failures-storage-costs https://signoz.io/blog/json-flattening-query-failures-storage-costs JSON flattening fixes dot notation query failures in nested logs and reduces storage costs by eliminating data duplication. Learn how to implement extract-and-remove patterns to cut storage costs in half while speeding up queries. Fri, 25 Jul 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/optimizing-log-processing-at-scale https://signoz.io/blog/optimizing-log-processing-at-scale We optimized log processing pipeline by moving from sequential to concurrent processing at the entry level, achieving 30% higher throughput and better resource utilization without increasing infrastructure costs. Mon, 21 Jul 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/cloud-vs-self-hosted-deployment-guide https://signoz.io/blog/cloud-vs-self-hosted-deployment-guide A comprehensive guide to choosing between SigNoz Cloud, Community Edition, Enterprise Self-Hosted, and BYOC models to find the right deployment option for your observability needs. Fri, 18 Jul 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/query-performance-improvement https://signoz.io/blog/query-performance-improvement Learn how SigNoz achieved 99.5% query performance improvement using hierarchical resource fingerprinting for ClickHouse sparse indexing. Thu, 10 Jul 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/zero-trust-bring-your-own-cloud https://signoz.io/blog/zero-trust-bring-your-own-cloud Just like the Zero Trust Network (ZTN) became a standard way to reimagine network security, we believe BYOC needs a clear, opinionated model rooted in Zero Trust principles. We’re calling this, ZTB — Zero Trust BYOC. Tue, 24 Jun 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/open-source-signoz-now-available-with-sso-and-api-keys https://signoz.io/blog/open-source-signoz-now-available-with-sso-and-api-keys Thrilled to announce that support for SSO with Google OAuth and API keys are now available in the latest release of SigNoz commnuity edition. Tue, 27 May 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) product https://signoz.io/blog/cloud-teams-plan-now-at-49usd https://signoz.io/blog/cloud-teams-plan-now-at-49usd New monthly base fee starts at $49/month (earlier $199). Usage-based pricing for each signal(logs, metrics and traces) remains the same as before. $49 base fee includes usage up to that amount, just like before. Tue, 20 May 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) SigNozProduct https://signoz.io/blog/launch-week-4-recap https://signoz.io/blog/launch-week-4-recap SigNoz Launch Week 4.0 introduces five new OpenTelemetry observability features with unified, real-time insights. Mon, 19 May 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/tracing-funnels-observability-distributed-systems https://signoz.io/blog/tracing-funnels-observability-distributed-systems Tracing Funnels in SigNoz introduces the industry’s first product analytics-style funnel analysis for distributed traces, enabling engineers to measure conversion, errors, and latency between key spans across services within a single trace. Fri, 16 May 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/ci-cd-observability-opentelemetry https://signoz.io/blog/ci-cd-observability-opentelemetry Track and analyze every stage of your CI/CD pipeline with OpenTelemetry and SigNoz to identify bottlenecks, improve reliability, and accelerate software delivery. Thu, 15 May 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/third-party-api-monitoring https://signoz.io/blog/third-party-api-monitoring Monitor third-party APIs in SigNoz with OpenTelemetry. Track error rates, latency, and request volumes for all your external services, and correlate issues with your application performance. Wed, 14 May 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/metrics-explorer https://signoz.io/blog/metrics-explorer Effortlessly search, analyze, and troubleshoot all your metrics in one place with Metrics Explorer. Instantly view what's being ingested, debug issues, and optimize your observability pipeline-no dashboards required. Tue, 13 May 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/deep-temporal-observability https://signoz.io/blog/deep-temporal-observability Correlate Temporal workflow metrics, logs, and traces in SigNoz to quickly identify slow activities, pinpoint workflow failures, and debug issues with full context. No manual data stitching required. Mon, 12 May 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/enabling-a-million-spans-in-trace-details-page https://signoz.io/blog/enabling-a-million-spans-in-trace-details-page How do we load and debug traces of any size in a browser tab? In this blog, we’ll break down the techniques that enable seamless loading and analysis of any trace irrespective of its size - even if it comes with a million spans. Sun, 16 Mar 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/launching-signoz-single-binary https://signoz.io/blog/launching-signoz-single-binary The new SigNoz Single Binary simplifies installation and maintenance for self-hosted users by consolidating multiple components into one. With fewer moving parts, teams can focus on monitoring and optimizing their applications without operational complexity… Thu, 13 Mar 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) product https://signoz.io/blog/native-aws-integrations-with-autodiscovery https://signoz.io/blog/native-aws-integrations-with-autodiscovery With AWS Integrations, SigNoz eliminates the toil and complexity involved in setting up the plumbing for extracting telemetry from Cloudwatch. Fri, 14 Feb 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) product https://signoz.io/blog/deeper-trace-analytics-root-and-entry-spans https://signoz.io/blog/deeper-trace-analytics-root-and-entry-spans With our latest Deeper Trace Analytics update, SigNoz now enables powerful filtering for root and entry spans—making it significantly easier to analyze and debug distributed traces. Thu, 13 Feb 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/opentelemetry-powered-kafka-celery-monitoring https://signoz.io/blog/opentelemetry-powered-kafka-celery-monitoring With OpenTelemetry-powered Kafka & Celery monitoring, SigNoz introduces the industry's first fully integrated observability solution for messaging queues powered by OpenTelemetry. Wed, 12 Feb 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/traces-without-limits https://signoz.io/blog/traces-without-limits SigNoz is now the only distributed tracing tool capable of loading a million spans seamlessly. With our latest improvements, users can navigate, analyze, and debug even the largest traces effortlessly. Tue, 11 Feb 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/opentelemetry-powered-infrastructure-monitoring https://signoz.io/blog/opentelemetry-powered-infrastructure-monitoring With our latest OpenTelemetry-powered Infra Monitoring, we bring you a native OpenTelemetry experience that seamlessly integrates infrastructure metrics with application performance data. Mon, 10 Feb 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/improvements-to-logs-search-and-filter https://signoz.io/blog/improvements-to-logs-search-and-filter Searching and filtering for logs to debug issues is one of the top critical workflows any developer uses. We have gathered feedback from our users and shipped some important features that focus on speeding up log searches, refining the filtering process, and enhancing the overall log analysis experience. Fri, 20 Sep 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) Productlaunch-week https://signoz.io/blog/introducing-alerts-history-and-scheduled-maintenance https://signoz.io/blog/introducing-alerts-history-and-scheduled-maintenance Whenever an alert is triggered, developers want to examine its history. By offering a comprehensive view of past alerts, the Alerts History feature allows teams to identify patterns, understand key contributors to alerts, and make informed decisions about how to resolve issues more efficiently. Thu, 19 Sep 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) productlaunch-week https://signoz.io/blog/insights-into-signoz-latest-features https://signoz.io/blog/insights-into-signoz-latest-features We sat down with Ankit, CTO and co-founder at SigNoz to get his insights on the product’s developments and what's on the horizon. He shared valuable perspectives on how SigNoz is enhancing the user experience, focusing on customer feedback, and building new features. Thu, 19 Sep 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) Productlaunch-week https://signoz.io/blog/introducing-correlation-of-signals https://signoz.io/blog/introducing-correlation-of-signals With SigNoz, you can monitor logs, metrics, and traces under a single pane of glass. We've enhanced the ability to correlate signals by linking infrastructure metrics with logs and logs with APM metrics, helping you resolve issues more efficiently. Wed, 18 Sep 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) productlaunch-week https://signoz.io/blog/signoz-is-soc2-type2-and-hipaa-compliant https://signoz.io/blog/signoz-is-soc2-type2-and-hipaa-compliant We’re thrilled to announce that SigNoz is now SOC 2 Type II and HIPAA compliant. Wed, 18 Sep 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) Productlaunch-week https://signoz.io/blog/introducing-anomaly-detection-for-smarter-alerts https://signoz.io/blog/introducing-anomaly-detection-for-smarter-alerts Anomaly Detection will enable users to create smarter alerts based on dynamic metrics, moving beyond traditional fixed-threshold alerts. By detecting deviations from expected patterns, Anomaly Detection will help you stay informed about critical issues without getting overwhelmed by irrelevant alerts. Tue, 17 Sep 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) productlaunch-week https://signoz.io/blog/introducing-ingest-guard-feature https://signoz.io/blog/introducing-ingest-guard-feature Ingest Guard is a feature that will help platform and finops teams have granular control on data ingestion and observability costs. This new addition to our platform is designed to enhance security, provide better cost control, and offer a streamlined approach to managing observability data. Mon, 16 Sep 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) product https://signoz.io/blog/diving-in-to-opentelemetry-data-with-our-new-trace-and-logs-explorer https://signoz.io/blog/diving-in-to-opentelemetry-data-with-our-new-trace-and-logs-explorer The team at SigNoz would like to share recent developments released this month that greatly enhance the ability to dynamically query your trace and log data. With these tools anyone can explore complex OpenTelemetry data and gain insight into their stack. Thu, 10 Aug 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryProduct https://signoz.io/blog/clickhouse-query-compare-two-spans https://signoz.io/blog/clickhouse-query-compare-two-spans Sharing a query that lets you compare the time between two spans in different traces, even across two different services. Wed, 09 Aug 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryProduct https://signoz.io/blog/aws-ecs-monitoring https://signoz.io/blog/aws-ecs-monitoring In this article I’d like to take you through the architecture and the process through which we leverage the container orchestration capabilities of AWS ECS without depending on AWS for logging, distributed tracing, metrics, alerts, and visualizations... Tue, 30 May 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) SigNozProduct https://signoz.io/blog/pricing-comparison-signoz-vs-datadog-vs-newrelic-vs-grafana https://signoz.io/blog/pricing-comparison-signoz-vs-datadog-vs-newrelic-vs-grafana SigNoz can provide up to 9x more value for money versus Datadog. Datadog pricing is complex, and often unpredictable. With SigNoz, your engineering team can do more while saving money simultaneously... Sat, 06 May 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) SigNozProduct https://signoz.io/blog/red-metrics-calculation https://signoz.io/blog/red-metrics-calculation Welcome to SigNoz office hours! In this series, one of our team members gives a presentation about a topic of their choice. This talk is presented by Srikanth Chekuri, backend engineer at SigNoz. He talks about how RED metrics are calculated in SigNoz... Sat, 20 Aug 2022 00:00:00 GMT hello@signoz.io (SigNoz Inc) Product https://signoz.io/blog/self-hosting-software-observability https://signoz.io/blog/self-hosting-software-observability With changing privacy laws, it's getting riskier to send your data to third party SaaS vendors. In the observability domain, traces and logs are something which you don't want to send outside. Let's find out why self-hosted software solutions are replacing SaaS providers now. Fri, 16 Apr 2021 00:00:00 GMT hello@signoz.io (SigNoz Inc) Open SourceProduct