Latest posts from Edge Delta — AI-powered observability, telemetry pipelines, and more.https://edgedelta.com/https://edgedelta.com/company/blog/the-art-of-making-performance-problems-impossible-to-ignore/https://edgedelta.com/company/blog/the-art-of-making-performance-problems-impossible-to-ignore/Edge Delta's Co-Founder and CTO Fatih Yildiz explains why making performance issues easy to reproduce is the fastest path to fixing them.Mon, 23 Mar 2026 12:20:20 GMThttps://edgedelta.com/company/blog/introducing-edge-delta-workflows-ai-powered-investigation-meets-deterministic-automation/https://edgedelta.com/company/blog/introducing-edge-delta-workflows-ai-powered-investigation-meets-deterministic-automation/Read this blog post to learn how Edge Delta's Workflows and AI Teammates combine non-deterministic investigations and deterministic actions to run agentic workflows more effectively in production.Thu, 12 Mar 2026 11:30:14 GMThttps://edgedelta.com/company/blog/unlock-friction-free-development-by-connecting-ai-teammates-to-github/https://edgedelta.com/company/blog/unlock-friction-free-development-by-connecting-ai-teammates-to-github/In this post, we explore three common GitHub scenarios where AI Teammates reduce engineering overhead through automated, continuous development support.Wed, 11 Mar 2026 13:51:47 GMThttps://edgedelta.com/company/blog/prod-is-where-software-goes-to-get-humbled/https://edgedelta.com/company/blog/prod-is-where-software-goes-to-get-humbled/If your internal tooling can't solve for prototype to production feedback loop, AI-accelerated shipping just means more outages. Read this post to learn how Edge Delta's AI Teammates help solve that. Tue, 03 Mar 2026 17:57:37 GMThttps://edgedelta.com/company/blog/reduce-alert-fatigue-by-automating-pagerduty-incident-response-with-edge-deltas-ai-teammates/https://edgedelta.com/company/blog/reduce-alert-fatigue-by-automating-pagerduty-incident-response-with-edge-deltas-ai-teammates/Learn how Edge Delta's AI Teammates help teams manage overwhelming amounts of PagerDuty alerts and fix issues faster.Mon, 02 Mar 2026 19:47:11 GMThttps://edgedelta.com/company/blog/three-ways-ai-teammates-transform-kubernetes-troubleshooting-for-sres/https://edgedelta.com/company/blog/three-ways-ai-teammates-transform-kubernetes-troubleshooting-for-sres/In this post, we’ll explore three common Kubernetes scenarios where AI Teammates expedite troubleshooting and transform reactive firefighting into proactive infrastructure management.Thu, 12 Feb 2026 19:23:54 GMThttps://edgedelta.com/company/blog/automatically-correlate-and-remediate-errors-from-across-your-environment-with-ai-teammates/https://edgedelta.com/company/blog/automatically-correlate-and-remediate-errors-from-across-your-environment-with-ai-teammates/Learn how to use AI Teammates to filter out low-value alerts, eliminate noisy telemetry data, and accelerate incident response.Tue, 10 Feb 2026 19:20:30 GMThttps://edgedelta.com/company/blog/welcome-to-observability-3-0-the-evolution-from-search-to-telemetry-pipelines-to-ai-assistants/https://edgedelta.com/company/blog/welcome-to-observability-3-0-the-evolution-from-search-to-telemetry-pipelines-to-ai-assistants/At Edge Delta, we are innovating on the cutting edge of Observability 3.0 — where machines keep systems running and humans keep innovations coming. Thu, 05 Feb 2026 16:21:38 GMThttps://edgedelta.com/company/blog/three-ways-to-collect-opentelemetry-traces-from-a-java-app-with-edge-delta/https://edgedelta.com/company/blog/three-ways-to-collect-opentelemetry-traces-from-a-java-app-with-edge-delta/In this blog post, we’ll walk through three deployment scenarios for collecting OpenTelemetry traces from a simple Java app with Edge Delta’s Telemetry Pipelines. Tue, 27 Jan 2026 14:25:12 GMThttps://edgedelta.com/company/blog/pii-masking-at-scale-a-performance-test/https://edgedelta.com/company/blog/pii-masking-at-scale-a-performance-test/In this post, we compare Edge Delta and Bindplane’s ability to mask PII data at scale while ingesting logs via HTTP. Fri, 23 Jan 2026 13:48:07 GMThttps://edgedelta.com/company/blog/automate-circleci-monitoring-and-triage-with-edge-deltas-ai-teammates/https://edgedelta.com/company/blog/automate-circleci-monitoring-and-triage-with-edge-deltas-ai-teammates/In this post, we’ll explore several ways AI Teammates keep CircleCI workflows running smoothly throughout the entire deployment lifecycle and automate CI monitoring. Wed, 21 Jan 2026 12:59:28 GMThttps://edgedelta.com/company/blog/how-to-power-agentic-remediation-workflows-in-edge-delta-with-the-elastic-mcp-connector/https://edgedelta.com/company/blog/how-to-power-agentic-remediation-workflows-in-edge-delta-with-the-elastic-mcp-connector/Edge Delta's collaborative AI Teammates run intelligent workflows on your data in real time to detect issues and initiate fixes. Learn how to supply them with high-value Elastic datasets via our Elastic MCP Connector.Wed, 14 Jan 2026 12:52:21 GMThttps://edgedelta.com/company/blog/how-to-collect-process-and-visualize-net-maui-traces-with-edge-delta/https://edgedelta.com/company/blog/how-to-collect-process-and-visualize-net-maui-traces-with-edge-delta/In this blog post, we’ll demonstrate how to instrument a .NET MAUI application with OpenTelemetry and export trace data to Edge Delta, where it can be processed and visualized using the Edge Delta Trace Explorer.Mon, 05 Jan 2026 12:44:26 GMThttps://edgedelta.com/company/blog/how-to-resolve-anomalies-faster-with-edge-deltas-ai-teammates/https://edgedelta.com/company/blog/how-to-resolve-anomalies-faster-with-edge-deltas-ai-teammates/Edge Delta's collaborative AI Teammates analyze anomalous environment behavior in real time, helping human teams triage incidents and identify root causes faster. Learn how it works in this blog post.Mon, 15 Dec 2025 13:08:00 GMThttps://edgedelta.com/company/blog/how-to-turn-your-ai-security-agent-into-a-force-multiplier/https://edgedelta.com/company/blog/how-to-turn-your-ai-security-agent-into-a-force-multiplier/Learn how AI agents can act as true force multipliers — not by replacing humans, but by amplifying what security teams can accomplish.Thu, 20 Nov 2025 17:00:46 GMThttps://edgedelta.com/company/blog/how-to-automate-alert-analysis-and-reduce-fatigue-with-edge-deltas-ai-teammates/https://edgedelta.com/company/blog/how-to-automate-alert-analysis-and-reduce-fatigue-with-edge-deltas-ai-teammates/Learn how to use AI Teammates to automate alert response, so you can focus on high-priority incidents and avoid wasting time on false positives.Fri, 14 Nov 2025 13:46:35 GMThttps://edgedelta.com/company/blog/best-practices-for-simplifying-your-siem-migration/https://edgedelta.com/company/blog/best-practices-for-simplifying-your-siem-migration/This guide walks through how to plan and execute a SIEM migration with minimal disruption — from auditing your current environment to validating the new one. Wed, 12 Nov 2025 14:26:11 GMThttps://edgedelta.com/company/blog/instantly-generate-synthetic-telemetry-data-to-simplify-pipeline-setup/https://edgedelta.com/company/blog/instantly-generate-synthetic-telemetry-data-to-simplify-pipeline-setup/Edge Delta's Telemetry Generator lets teams generate synthetic logs, metrics, and traces that mirror production data in just a few clicks — without any extra code, manual setup, or guesswork. Wed, 05 Nov 2025 16:54:41 GMThttps://edgedelta.com/company/blog/how-to-use-ai-agents-safely-a-cisos-framework-for-responsible-agent-deployment/https://edgedelta.com/company/blog/how-to-use-ai-agents-safely-a-cisos-framework-for-responsible-agent-deployment/A practical, defense-in-depth framework for using AI agents safely — outlining how organizations can harness their power without compromising control, compliance, or trust.Tue, 04 Nov 2025 16:41:48 GMThttps://edgedelta.com/company/blog/the-3-2-million-save-a-tale-of-edge-delta-in-action/https://edgedelta.com/company/blog/the-3-2-million-save-a-tale-of-edge-delta-in-action/Edge Delta's Telemetry Pipelines deliver the clean, structured telemetry data needed for rapid root-cause analysis — read this post to learn more.Thu, 23 Oct 2025 13:10:44 GMThttps://edgedelta.com/company/blog/how-edge-deltas-documentation-powered-rag-enhances-ai-teammate-performance/https://edgedelta.com/company/blog/how-edge-deltas-documentation-powered-rag-enhances-ai-teammate-performance/In this post, we’ll demonstrate how RAG-powered AI Teammates leverage Edge Delta’s documentation to expedite onboarding, validate scaling decisions, and optimize Telemetry Pipeline configurations.Wed, 15 Oct 2025 16:45:28 GMThttps://edgedelta.com/company/blog/introducing-edge-delta-ai-teammates-collaborative-ai-for-any-workflow/https://edgedelta.com/company/blog/introducing-edge-delta-ai-teammates-collaborative-ai-for-any-workflow/The world’s first collaborative multi-agent platform engineered to speed up SRE, Security, and DevOps teams with AIWed, 08 Oct 2025 10:50:30 GMThttps://edgedelta.com/company/blog/introducing-collaborative-ai-teammates-a-new-era-of-human-ai-collaboration/https://edgedelta.com/company/blog/introducing-collaborative-ai-teammates-a-new-era-of-human-ai-collaboration/Learn how Edge Delta’s AI Teammates unlock agentic workflows that empower teams across your organization to automate routine tasks, accelerate response times, and make smarter decisions.Tue, 07 Oct 2025 18:01:17 GMThttps://edgedelta.com/company/blog/how-to-simplify-data-optimization-with-redis-and-edge-delta/https://edgedelta.com/company/blog/how-to-simplify-data-optimization-with-redis-and-edge-delta/Learn how to cache and retrieve Redis data to enrich and optimize telemetry with Edge Delta's Telemetry Pipelines.Fri, 03 Oct 2025 19:15:22 GMThttps://edgedelta.com/company/blog/streamline-telemetry-data-processing-with-edge-deltas-in-pipeline-intelligence/https://edgedelta.com/company/blog/streamline-telemetry-data-processing-with-edge-deltas-in-pipeline-intelligence/Read this blog post to learn about how Edge Delta's AI-powered Telemetry Pipelines simplify and accelerate data processing.Fri, 26 Sep 2025 18:19:07 GMThttps://edgedelta.com/company/blog/how-to-easily-integrate-journald-logs-into-your-observability-and-security-workflows/https://edgedelta.com/company/blog/how-to-easily-integrate-journald-logs-into-your-observability-and-security-workflows/Learn how to get the most out of your journald data with Edge Delta's Telemetry Pipelines.Mon, 15 Sep 2025 19:09:00 GMThttps://edgedelta.com/company/blog/how-to-optimize-query-times-in-edge-delta-with-facets/https://edgedelta.com/company/blog/how-to-optimize-query-times-in-edge-delta-with-facets/Read this blog post to learn how to create and use facets with Edge Delta to significantly reduce query times. Wed, 03 Sep 2025 18:27:41 GMThttps://edgedelta.com/company/blog/how-to-migrate-logs-from-splunk-to-dynatrace-with-edge-delta/https://edgedelta.com/company/blog/how-to-migrate-logs-from-splunk-to-dynatrace-with-edge-delta/In this guide, you’ll learn how to migrate from Splunk to Dynatrace for log analytics, using Edge Delta as the processing layer that filters, transforms, and forwards logs.Fri, 29 Aug 2025 15:18:17 GMThttps://edgedelta.com/company/blog/how-to-route-optimized-telemetry-data-into-opensearch-with-edge-delta/https://edgedelta.com/company/blog/how-to-route-optimized-telemetry-data-into-opensearch-with-edge-delta/Learn how to stream data into OpenSearch with an Edge Delta Telemetry Pipeline — from cloud endpoint setup to intelligent, pre-index processing for workflow optimization.Wed, 20 Aug 2025 11:50:31 GMThttps://edgedelta.com/company/blog/from-ai-skeptic-to-ai-realist-why-this-time-really-is-different/https://edgedelta.com/company/blog/from-ai-skeptic-to-ai-realist-why-this-time-really-is-different/Joan Pepin — Edge Delta's CISO — was an AI skeptic for 25 years. But that skepticism taught her how to recognize the real thing.Fri, 15 Aug 2025 17:45:18 GMThttps://edgedelta.com/company/blog/optimize-data-streams-across-your-org-with-edge-deltas-intelligent-recommendations-feed/https://edgedelta.com/company/blog/optimize-data-streams-across-your-org-with-edge-deltas-intelligent-recommendations-feed/Learn how Edge Delta's Intelligent Recommendations Feed makes it easier to apply processing recommendations across your organization to enhance data quality and reduce costs.Tue, 12 Aug 2025 11:26:17 GMThttps://edgedelta.com/company/blog/how-to-analyze-ebpf-and-otel-trace-data-with-edge-delta/https://edgedelta.com/company/blog/how-to-analyze-ebpf-and-otel-trace-data-with-edge-delta/Read this blog post to learn how to collect and analyze trace data generated via eBPF and OpenTelemetry.Fri, 08 Aug 2025 21:10:45 GMThttps://edgedelta.com/company/blog/reduce-mttr-with-two-layers-of-visibility/https://edgedelta.com/company/blog/reduce-mttr-with-two-layers-of-visibility/Learn how Edge Delta's Telemetry Pipelines deliver deep visibility into telemetry data flows and pipeline health — critical for modern observability and security.Wed, 06 Aug 2025 19:21:12 GMThttps://edgedelta.com/company/blog/how-to-route-data-via-otlp-with-edge-delta/https://edgedelta.com/company/blog/how-to-route-data-via-otlp-with-edge-delta/Read this blog post to learn how to route telemetry data from any source to any destination using the OpenTelemetry Protocol (OTLP) with Edge Delta's Telemetry Pipelines.Fri, 01 Aug 2025 16:11:04 GMThttps://edgedelta.com/company/blog/how-to-easily-convert-logs-to-metrics-with-edge-delta/https://edgedelta.com/company/blog/how-to-easily-convert-logs-to-metrics-with-edge-delta/Read this blog post to learn how to perform pre-index log-to-metric conversion with Edge Delta's Telemetry Pipelines.Thu, 31 Jul 2025 20:06:58 GMThttps://edgedelta.com/company/blog/making-sense-of-observability-data/https://edgedelta.com/company/blog/making-sense-of-observability-data/In this post, we’ll break down the three core pillars of observability — metrics, logs, and traces — and map them to practical use cases. We’ll also discuss how Edge Delta’s Telemetry Pipelines not only ingest this data, but also transform, enrich, and correlate it into high-value, actionable signals that can be forwarded to any downstream destination.Fri, 25 Jul 2025 16:20:07 GMThttps://edgedelta.com/company/blog/ai-ready-security-starts-with-intelligent-pipelines/https://edgedelta.com/company/blog/ai-ready-security-starts-with-intelligent-pipelines/Automation without intelligence isn't just useless — it's dangerous. Learn how Edge Delta’s intelligent Telemetry Pipelines transform raw telemetry data into clean, context-rich signals that AI can actually act on.Wed, 23 Jul 2025 10:20:49 GMThttps://edgedelta.com/company/blog/how-to-configure-flexible-context-aware-alerts-with-edge-delta/https://edgedelta.com/company/blog/how-to-configure-flexible-context-aware-alerts-with-edge-delta/Rather than forcing consolidation, Edge Delta embraces your existing stack for a flexible, unified approach to observability. This empowers organizations to reimagine how they define alerts and notifications, building logic and context that align with their environments — not a vendor’s limitations.Fri, 18 Jul 2025 16:29:18 GMThttps://edgedelta.com/company/blog/how-to-monitor-aws-relational-database-service-with-edge-delta/https://edgedelta.com/company/blog/how-to-monitor-aws-relational-database-service-with-edge-delta/Learn how to more effectively monitor AWS RDS instances, by using Edge Delta's Telemetry Pipelines and Observability Platform. Tue, 15 Jul 2025 20:45:38 GMThttps://edgedelta.com/company/blog/inside-the-incidents-no-one-talks-about-real-stories-of-sensitive-data-leaks/https://edgedelta.com/company/blog/inside-the-incidents-no-one-talks-about-real-stories-of-sensitive-data-leaks/Most security incidents aren't caused by bad actors. They're caused by accidents. Learn how Edge Delta's Telemetry Pipelines can help.Fri, 11 Jul 2025 14:02:18 GMThttps://edgedelta.com/company/blog/how-to-implement-flow-control-with-dynamic-sampling-in-edge-delta/https://edgedelta.com/company/blog/how-to-implement-flow-control-with-dynamic-sampling-in-edge-delta/Learn how Edge Delta's Telemetry Pipelines enable flow control, the modern strategy for observability and security teams looking to balance full-fidelity routing during troubleshooting with intelligent sampling for cost reduction.Wed, 09 Jul 2025 14:55:10 GMThttps://edgedelta.com/company/blog/how-we-implemented-affinity-aware-load-balancing-for-our-gateway-pipelines/https://edgedelta.com/company/blog/how-we-implemented-affinity-aware-load-balancing-for-our-gateway-pipelines/Read this blog post to learn more about how our affinity-aware load balancer enables consistent Node-to-Gateway communication using consistent hashing.Mon, 30 Jun 2025 17:07:16 GMThttps://edgedelta.com/company/blog/automatically-normalize-and-enrich-orca-security-alert-logs-with-edge-deltas-pre-built-pack/https://edgedelta.com/company/blog/automatically-normalize-and-enrich-orca-security-alert-logs-with-edge-deltas-pre-built-pack/Read this blog post to learn more about Edge Delta's pre-built orca processing pack.Fri, 27 Jun 2025 18:02:13 GMThttps://edgedelta.com/company/blog/edge-delta-remains-soc-2-type-2-compliant/https://edgedelta.com/company/blog/edge-delta-remains-soc-2-type-2-compliant/Read this blog post to learn more about our SOC 2 Type 2 compliance and commitment to security. Wed, 25 Jun 2025 20:00:00 GMThttps://edgedelta.com/company/blog/enhance-kubernetes-telemetry-data-management-with-edge-deltas-new-coordinator-and-gateway-pipelines/https://edgedelta.com/company/blog/enhance-kubernetes-telemetry-data-management-with-edge-deltas-new-coordinator-and-gateway-pipelines/Learn how our new pipeline deployments strengthen Kubernetes monitoring at scale.Wed, 25 Jun 2025 16:55:15 GMThttps://edgedelta.com/company/blog/simplify-cisco-sftd-log-processing-with-edge-deltas-pack/https://edgedelta.com/company/blog/simplify-cisco-sftd-log-processing-with-edge-deltas-pack/By creating a uniform structure across Cisco SFTD log types, our pack streamlines analysis and threat detection workflows, reducing overhead for security teams.Wed, 18 Jun 2025 16:54:27 GMThttps://edgedelta.com/company/blog/building-a-reliable-benchmarking-system-for-go-microservices/https://edgedelta.com/company/blog/building-a-reliable-benchmarking-system-for-go-microservices/Read this post to learn how our purpose-built benchmarking system measures the performance impact of every code change, ensuring new code meets our high performance standards before it ships.Mon, 16 Jun 2025 12:39:05 GMThttps://edgedelta.com/company/blog/unpacking-ottl-through-real-world-examples/https://edgedelta.com/company/blog/unpacking-ottl-through-real-world-examples/In this post, we explore how OTTL works, discuss Edge Delta’s implementation, and unpack some real-world examples that show OTTL in action.Mon, 09 Jun 2025 15:19:48 GMThttps://edgedelta.com/company/blog/enhance-database-monitoring-with-edge-deltas-telemetry-pipelines/https://edgedelta.com/company/blog/enhance-database-monitoring-with-edge-deltas-telemetry-pipelines/Read this blog post to learn how to scale the collection, pre-index processing, and routing of key database metrics with Edge Delta to enhance database monitoring. Thu, 05 Jun 2025 17:25:51 GMThttps://edgedelta.com/company/blog/from-chaos-to-clarity-normalizing-legacy-log-formats-with-edge-delta-pipelines/https://edgedelta.com/company/blog/from-chaos-to-clarity-normalizing-legacy-log-formats-with-edge-delta-pipelines/In a world where security data is fragmented by default, normalization is not optional.Wed, 04 Jun 2025 16:49:25 GMThttps://edgedelta.com/company/blog/a-comprehensive-guide-to-opentelemetry-service-definitions/https://edgedelta.com/company/blog/a-comprehensive-guide-to-opentelemetry-service-definitions/In this post, we will outline the OpenTelemetry Semantic Conventions for service-level attributes and provide clear definitions, examples, and best practices for implementation. Thu, 29 May 2025 19:21:56 GMThttps://edgedelta.com/company/blog/security-data-flows-are-broken-heres-how-to-fix-them/https://edgedelta.com/company/blog/security-data-flows-are-broken-heres-how-to-fix-them/Data plumbing isn’t glamorous. It’s not what gets people into cybersecurity. But it is the work you have to do in order to do the work you do want to do.Wed, 28 May 2025 15:05:34 GMThttps://edgedelta.com/company/blog/automate-standardization-and-enrichment-with-edge-deltas-syslog-pack/https://edgedelta.com/company/blog/automate-standardization-and-enrichment-with-edge-deltas-syslog-pack/We’re thrilled to announce the release of our Syslog Pipeline Pack — a pre-built collection of processors built to optimize Syslog messages for enhanced downstream monitoring and analysis.Tue, 20 May 2025 20:39:36 GMThttps://edgedelta.com/company/blog/automatically-surface-trends-in-log-data-with-edge-delta-patterns/https://edgedelta.com/company/blog/automatically-surface-trends-in-log-data-with-edge-delta-patterns/Read this blog post to learn how Edge Delta Patterns help teams intelligently reduce log volumes and cut downstream spend.Fri, 16 May 2025 13:16:17 GMThttps://edgedelta.com/company/blog/automatically-process-argo-cd-logs-with-edge-deltas-pack/https://edgedelta.com/company/blog/automatically-process-argo-cd-logs-with-edge-deltas-pack/Leverage Edge Delta’s pre-built Argo CD Pack to reduce manual overhead while getting a clearer picture of health and performance. Wed, 14 May 2025 17:24:20 GMThttps://edgedelta.com/company/blog/automate-pull-based-data-collection-with-edge-delta/https://edgedelta.com/company/blog/automate-pull-based-data-collection-with-edge-delta/Pull-based data collection is critical for modern observability. Learn how Edge Delta's Pull Input Source node enables and automates this functionality. Wed, 07 May 2025 18:26:44 GMThttps://edgedelta.com/company/blog/introducing-edge-deltas-prometheus-scraper/https://edgedelta.com/company/blog/introducing-edge-deltas-prometheus-scraper/Built on our robust and scalable architectural foundation, this new tool enables teams to collect Prometheus-format metrics and visualize them on real-time dashboards — without running a separate Prometheus instance. Tue, 06 May 2025 18:10:22 GMThttps://edgedelta.com/company/blog/a-new-observability-framework-for-ai-systems/https://edgedelta.com/company/blog/a-new-observability-framework-for-ai-systems/Learn about the challenges associated with monitoring LLM-based applications, and why a new observability framework is needed to effectively detect their unique performance issues. Fri, 02 May 2025 14:53:05 GMThttps://edgedelta.com/company/blog/identify-bottlenecks-faster-with-edge-deltas-service-map/https://edgedelta.com/company/blog/identify-bottlenecks-faster-with-edge-deltas-service-map/In this post, we’ll explore how the Service Map works and walk through a real-world problem it solved for one of our customers.Tue, 29 Apr 2025 17:07:32 GMThttps://edgedelta.com/company/blog/how-we-implemented-consistent-probabilistic-sampling-in-our-sample-processor-node/https://edgedelta.com/company/blog/how-we-implemented-consistent-probabilistic-sampling-in-our-sample-processor-node/Dive into the mechanics of a popular sampling method that helps teams reduce downstream ingestion volumes while preserving insight quality. Thu, 24 Apr 2025 17:42:09 GMThttps://edgedelta.com/company/blog/introducing-the-edge-delta-mcp-server/https://edgedelta.com/company/blog/introducing-the-edge-delta-mcp-server/Read this blog post to learn about Edge Delta's new MCP Server, and see it in action.Tue, 22 Apr 2025 17:56:35 GMThttps://edgedelta.com/company/blog/automate-security-data-normalization-with-the-edge-delta-cef-pack/https://edgedelta.com/company/blog/automate-security-data-normalization-with-the-edge-delta-cef-pack/Read this blog post to learn about Edge Delta's CEF Pipeline Pack, which automates the normalization and enrichment of your CEF-formatted log data.Mon, 21 Apr 2025 14:21:15 GMThttps://edgedelta.com/company/blog/how-to-forward-lambda-logs-with-edge-deltas-lightweight-lambda-extension/https://edgedelta.com/company/blog/how-to-forward-lambda-logs-with-edge-deltas-lightweight-lambda-extension/Read this blog post to learn more about Edge Delta's lightweight Lambda Extension, and how it — when paired with our Telemetry Pipelines — can help you significantly reduce CloudWatch costs. Thu, 17 Apr 2025 16:43:15 GMThttps://edgedelta.com/company/blog/benchmark-at-scale-with-our-open-source-kubernetes-http-traffic-load-testing-tool/https://edgedelta.com/company/blog/benchmark-at-scale-with-our-open-source-kubernetes-http-traffic-load-testing-tool/Learn about our newly open-sourced Kubernetes HTTP Traffic Load Testing Tool, and how it can help assess the performance of your applications running in Kubernetes environments.Thu, 10 Apr 2025 13:55:17 GMThttps://edgedelta.com/company/blog/automating-edge-delta-pipeline-management-with-terraform/https://edgedelta.com/company/blog/automating-edge-delta-pipeline-management-with-terraform/Read this blog post to learn how to automate Edge Delta Pipeline management with Terraform.Tue, 08 Apr 2025 18:37:21 GMThttps://edgedelta.com/company/blog/simplifying-streaming-analytics-with-the-common-media-client-data-pack/https://edgedelta.com/company/blog/simplifying-streaming-analytics-with-the-common-media-client-data-pack/With Edge Delta’s CMCD Pipeline Pack, log data is automatically standardized and processed as it travels through Telemetry Pipelines. The pack also extracts key metrics based on CMCD parameters.Thu, 03 Apr 2025 19:36:25 GMThttps://edgedelta.com/company/blog/introducing-multi-processor-nodes-and-live-capture/https://edgedelta.com/company/blog/introducing-multi-processor-nodes-and-live-capture/We’re thrilled to announce the release of our new Multi-Processor Node and Live Capture features. These tools integrate directly into Edge Delta's Pipeline interface, and empower teams to modify their Telemetry Pipelines with confidence and ease.Tue, 01 Apr 2025 04:58:06 GMThttps://edgedelta.com/company/blog/elevating-observability-with-thoughtful-ux-and-engineering-excellence/https://edgedelta.com/company/blog/elevating-observability-with-thoughtful-ux-and-engineering-excellence/The key product and engineering principles we follow to achieve our vision of “effortless observability.”Wed, 26 Mar 2025 19:50:19 GMThttps://edgedelta.com/company/blog/improve-traffic-management-and-monitoring-with-the-istio-pack/https://edgedelta.com/company/blog/improve-traffic-management-and-monitoring-with-the-istio-pack/The Istio Pack for Telemetry Pipelines provides greater comprehensive visibility into traffic patterns and enables more proactive monitoring.Tue, 25 Mar 2025 20:25:49 GMThttps://edgedelta.com/company/blog/seamless-observability-on-openshift/https://edgedelta.com/company/blog/seamless-observability-on-openshift/Edge Delta's Telemetry Pipelines seamlessly integrate with OpenShift infrastructure, to help streamline monitoring and troubleshooting workflows. Read this blog post to learn how.Thu, 20 Mar 2025 13:26:51 GMThttps://edgedelta.com/company/blog/how-to-send-data-to-an-edge-delta-telemetry-pipeline-with-the-otel-collector/https://edgedelta.com/company/blog/how-to-send-data-to-an-edge-delta-telemetry-pipeline-with-the-otel-collector/In this blog post, I cover how to forward telemetry data from the OTel Collector into Edge Delta's Telemetry Pipelines for further analysis. Wed, 19 Mar 2025 20:45:47 GMThttps://edgedelta.com/company/blog/reduce-noise-and-gain-actionable-insights-with-composite-monitors/https://edgedelta.com/company/blog/reduce-noise-and-gain-actionable-insights-with-composite-monitors/We're thrilled to announce the release of our new composite monitors, a streamlined monitoring solution built to reduce alert fatigue and help teams identify environment issues in real time. Sun, 16 Mar 2025 03:45:09 GMThttps://edgedelta.com/company/blog/how-we-increased-the-clickhouse-query-performance-by-20x-with-an-application-layer-cache/https://edgedelta.com/company/blog/how-we-increased-the-clickhouse-query-performance-by-20x-with-an-application-layer-cache/Read this blog post to learn how we addressed a shortcoming of ClickHouse's default caching system with an application layer cache, increasing performance and reducing query latency by up to 97%. Thu, 13 Mar 2025 03:23:48 GMThttps://edgedelta.com/company/blog/gain-clarity-and-prevent-attacks-with-the-microsoft-activity-pack/https://edgedelta.com/company/blog/gain-clarity-and-prevent-attacks-with-the-microsoft-activity-pack/Process API logs from Office 365 and Azure for more impactful insights and stronger protection. Thu, 06 Mar 2025 05:17:02 GMThttps://edgedelta.com/company/blog/optimize-dynatrace-observability-with-edge-delta/https://edgedelta.com/company/blog/optimize-dynatrace-observability-with-edge-delta/Edge Delta's Telemetry Pipelines now natively support Dynatrace as a destination — intelligently pre-process telemetry data upstream with our pipelines to strengthen monitoring and analysis with Dynatrace Grail.Wed, 05 Mar 2025 04:50:58 GMThttps://edgedelta.com/company/blog/top-3-telemetry-pipelines-cribl-vs-edge-delta-vs-diy-opentelemetry-choosing-the-right-approach-for-observability-and-security-data/https://edgedelta.com/company/blog/top-3-telemetry-pipelines-cribl-vs-edge-delta-vs-diy-opentelemetry-choosing-the-right-approach-for-observability-and-security-data/All three approaches aim to optimize observability and security data, but differ in scalability, efficiency, management overhead, intelligence, and cost.Tue, 04 Mar 2025 05:05:26 GMThttps://edgedelta.com/company/blog/elevate-lambda-log-analysis-with-edge-delta/https://edgedelta.com/company/blog/elevate-lambda-log-analysis-with-edge-delta/We're thrilled to announce the release of our Lambda Pipeline Pack — a pre-built collection of processors designed to intelligently optimize Lambda log data for enhanced Lambda monitoring and strengthened downstream analysis.Fri, 28 Feb 2025 17:49:01 GMThttps://edgedelta.com/company/blog/gain-greater-protection-with-enhanced-analysis-of-microsoft-dns-server-logs/https://edgedelta.com/company/blog/gain-greater-protection-with-enhanced-analysis-of-microsoft-dns-server-logs/Edge Delta’s Microsoft DNS Server Pack delivers a sharper, real-time view of DNS transactions so teams can speed response times and better protect networks. Mon, 24 Feb 2025 21:00:00 GMThttps://edgedelta.com/company/blog/how-to-cut-cloudtrail-costs-with-edge-delta/https://edgedelta.com/company/blog/how-to-cut-cloudtrail-costs-with-edge-delta/Learn how to cut your AWS CloudTrail costs and enhance downstream analysis with Edge Delta's next-generation Telemetry Pipelines.Mon, 24 Feb 2025 14:10:56 GMThttps://edgedelta.com/company/blog/introducing-edge-delta-security-data-pipelines/https://edgedelta.com/company/blog/introducing-edge-delta-security-data-pipelines/We’re thrilled to announce the general availability of our new Security Data Pipelines, which transform how organizations detect, respond to, and mitigate security threats across complex environments.Tue, 18 Feb 2025 21:00:00 GMThttps://edgedelta.com/company/blog/supercharge-your-cloudflare-logs-to-mitigate-risk/https://edgedelta.com/company/blog/supercharge-your-cloudflare-logs-to-mitigate-risk/To further improve your security posture, Edge Delta offers a customized Cloudflare Pack for our Security Data Pipelines. The pack intelligently enhances Cloudflare logs to improve analysis and reduce data noise.Thu, 06 Feb 2025 12:14:02 GMThttps://edgedelta.com/company/blog/troubleshooting-tokenbf-how-a-skip-index-bug-affected-performance-at-scale/https://edgedelta.com/company/blog/troubleshooting-tokenbf-how-a-skip-index-bug-affected-performance-at-scale/Recently, we hit a surprising speed bump with one of our query optimization techniques and, as a result, query times began to drag. In this blog post, we’ll share how we uncovered the root cause in ClickHouse, targeted a fix for implementation, and dramatically improved both query speed and resource utilization.Tue, 04 Feb 2025 15:16:01 GMThttps://edgedelta.com/company/blog/introducing-the-gigamon-pipeline-pack/https://edgedelta.com/company/blog/introducing-the-gigamon-pipeline-pack/We're thrilled to announce the release of our new Gigamon Pipeline Pack — a collection of pre-built processors specifically designed to help you get more from your Gigamon log data.Fri, 31 Jan 2025 11:03:17 GMThttps://edgedelta.com/company/blog/overcoming-challenges-with-stateless-ingestion-layer/https://edgedelta.com/company/blog/overcoming-challenges-with-stateless-ingestion-layer/Learn more about Edge Delta’s stateless ingestion layer, which handles in aggregate around 250,000 entries per second and allows customers to efficiently extract actionable insights from their telemetry data.Thu, 23 Jan 2025 14:45:34 GMThttps://edgedelta.com/company/blog/automatic-cloudwatch-log-optimization/https://edgedelta.com/company/blog/automatic-cloudwatch-log-optimization/We're thrilled to announce the release of our new Amazon CloudWatch Pipeline Pack — a collection of pre-built configurations specifically designed to help you get more from your CloudWatch log data.Thu, 16 Jan 2025 20:14:22 GMThttps://edgedelta.com/company/blog/automatic-improvements-to-fortigate-logs/https://edgedelta.com/company/blog/automatic-improvements-to-fortigate-logs/The Edge Delta FortiGate Pack is a pre-built set of processing steps specifically designed for FortiGate firewall logs.Tue, 14 Jan 2025 21:00:00 GMThttps://edgedelta.com/company/blog/edge-delta-cloudwatch-forwarder/https://edgedelta.com/company/blog/edge-delta-cloudwatch-forwarder/Our new CloudWatch Forwarder, available as a Lambda application, can help you control your CloudWatch costs and detect anomalous behavior - check out this blog post to learn how.Tue, 07 Jan 2025 16:07:50 GMThttps://edgedelta.com/company/blog/introducing-the-check-point-pack/https://edgedelta.com/company/blog/introducing-the-check-point-pack/We're thrilled to announce the release of our new Check Point Pipeline Pack — a collection of pre-built configurations specifically designed to help you get more from your Check Point firewall data.Fri, 27 Dec 2024 04:06:11 GMThttps://edgedelta.com/company/blog/protect-your-aws-vpc-environments/https://edgedelta.com/company/blog/protect-your-aws-vpc-environments/We're thrilled to announce the release of our new AWS VPC Pipeline Pack — a collection of pre-built configurations specifically designed to help you get more from your AWS VPC log data.Fri, 20 Dec 2024 19:53:51 GMThttps://edgedelta.com/company/blog/how-to-reduce-datadog-costs-with-edge-delta/https://edgedelta.com/company/blog/how-to-reduce-datadog-costs-with-edge-delta/Datadog, the cloud-based observability platform that helps organizations monitor and analyze their applications and infrastructure, is extremely expensive, particularly at scale. With Edge Delta’s intelligent Telemetry Pipelines, you can see up to an 80% reduction in your Datadog bill and strengthen data insights.Fri, 13 Dec 2024 03:59:29 GMThttps://edgedelta.com/company/blog/how-to-improve-palo-alto-logs-for-stronger-threat-monitoring-and-analysis/https://edgedelta.com/company/blog/how-to-improve-palo-alto-logs-for-stronger-threat-monitoring-and-analysis/Our collection of pre-built processors automatically parses, categorizes, and transforms Palo Alto firewall logs, which then can be routed to any downstream destination. Tue, 10 Dec 2024 03:59:03 GMThttps://edgedelta.com/company/blog/how-edge-deltas-telemetry-pipelines-architecture-delivers-cost-savings-and-efficiency/https://edgedelta.com/company/blog/how-edge-deltas-telemetry-pipelines-architecture-delivers-cost-savings-and-efficiency/We conducted an experiment by testing four distinct pipelines that leverage popular data collection and aggregation tools to determine which performed optimally from a cost-perspective.Wed, 04 Dec 2024 21:00:00 GMThttps://edgedelta.com/company/blog/redis-pipeline-pack/https://edgedelta.com/company/blog/redis-pipeline-pack/We're thrilled to announce our new Redis Pipeline Pack — a collection of pre-built configurations specifically designed to help you get more from your Redis log data.Tue, 03 Dec 2024 03:59:52 GMThttps://edgedelta.com/company/blog/unlocking-the-power-of-data-normalization-in-observability/https://edgedelta.com/company/blog/unlocking-the-power-of-data-normalization-in-observability/In this first part of a new series, we provide an introduction to data normalization and explain why it's a fundamental part of how we help teams make sense of observability data.Mon, 25 Nov 2024 21:00:00 GMThttps://edgedelta.com/company/blog/introducing-the-cisco-asa-pack/https://edgedelta.com/company/blog/introducing-the-cisco-asa-pack/We're thrilled to announce our new Cisco ASA Pipeline Pack — a collection of pre-built configurations specifically designed to help you get more from your Cisco ASA log data.Tue, 19 Nov 2024 04:00:00 GMThttps://edgedelta.com/company/blog/how-fleets-work-with-telemetry-pipelines-in-edge-delta/https://edgedelta.com/company/blog/how-fleets-work-with-telemetry-pipelines-in-edge-delta/Within Edge Delta, Fleets are a grouping of agents deployed in a computing infrastructure, such as a Kubernetes cluster or a production environment. And one of the best parts about Fleets is how they free you from the toil of having to manually configure and manage individual agents or machines.Wed, 13 Nov 2024 21:00:00 GMThttps://edgedelta.com/company/blog/deploying-telemetry-pipelines-best-practices/https://edgedelta.com/company/blog/deploying-telemetry-pipelines-best-practices/Telemetry Pipelines empower you to take full control of your telemetry data. Read this blog post to discover key principles and best practices for deploying pipeline updates effectively.Thu, 07 Nov 2024 21:00:00 GMThttps://edgedelta.com/company/blog/how-to-architect-a-telemetry-pipeline/https://edgedelta.com/company/blog/how-to-architect-a-telemetry-pipeline/Telemetry Pipelines are a powerful tool which help you manage your telemetry data. Dive into this blog post to explore essential principles and guidelines to follow for architecting them effectively.Tue, 29 Oct 2024 04:00:49 GMThttps://edgedelta.com/company/blog/binary-linux-logs-edge-delta/https://edgedelta.com/company/blog/binary-linux-logs-edge-delta/Check out this blog post to learn how to convert binary formatted Linux logs into human-readable log data, to power log analysis within the Edge Delta platform.Thu, 24 Oct 2024 04:01:10 GMThttps://edgedelta.com/company/blog/what-are-telemetry-pipelines/https://edgedelta.com/company/blog/what-are-telemetry-pipelines/As more organizations grapple with the exponential growth of telemetry from sources like containers, microservices, and cloud migrations, the use of telemetry pipelines has emerged as a way to regain control over the associated management and costs.Tue, 22 Oct 2024 21:00:00 GMThttps://edgedelta.com/company/blog/what-are-packs/https://edgedelta.com/company/blog/what-are-packs/Packs are a powerful tool which streamline the pipeline building and maintenance processes. Read this blog post to learn more about what they are and how you can utilize them to more efficiently manage your telemetry pipelines.Fri, 18 Oct 2024 04:01:00 GMThttps://edgedelta.com/company/blog/introducing-the-akamai-pack/https://edgedelta.com/company/blog/introducing-the-akamai-pack/We're thrilled to announce our new Akamai Pipeline Pack — a collection of pre-built configurations specifically designed to help you get more from your Akamai data.Tue, 15 Oct 2024 04:01:38 GMThttps://edgedelta.com/company/blog/introducing-the-cloudtrail-pack-for-edge-delta/https://edgedelta.com/company/blog/introducing-the-cloudtrail-pack-for-edge-delta/We’re excited to announce our new CloudTrail pipeline pack — a collection of pre-built configurations and best practices specifically designed to help you get more from your data.Thu, 10 Oct 2024 04:02:03 GMThttps://edgedelta.com/company/blog/introducing-kubernetes-event-explorer/https://edgedelta.com/company/blog/introducing-kubernetes-event-explorer/Meet Kubernetes Event Explorer, our newest Events dashboard. It’s built specifically for viewing and analyzing Kubernetes event data. It helps you streamline component troubleshooting and enhances overall visibility into your Kubernetes environment.Sun, 06 Oct 2024 21:00:00 GMThttps://edgedelta.com/company/blog/log4shell-auto-detected/https://edgedelta.com/company/blog/log4shell-auto-detected/Breaking down how Edge Delta is detecting exploitation attempts, like Log4Shell, within seconds and with zero pre-configuration from DevOps or Security engineers.Sun, 04 Aug 2024 21:00:00 GMThttps://edgedelta.com/company/blog/introducing-auto-source-detection/https://edgedelta.com/company/blog/introducing-auto-source-detection/Meet Auto Source Detection — our new feature which automatically discovers and tracks all log-generating sources within your environment, simplifying the pipeline creation process.Wed, 31 Jul 2024 21:00:00 GMThttps://edgedelta.com/company/blog/how-to-collect-kubernetes-log-data-emptydir/https://edgedelta.com/company/blog/how-to-collect-kubernetes-log-data-emptydir/In this article, we discuss how you can ingest logs into your observability pipeline using emptyDir — a semi-persistent storage volume available in Kubernetes.Sat, 13 Jul 2024 16:03:00 GMThttps://edgedelta.com/company/blog/introducing-monitors-a-better-way-to-manage-your-monitor-collection/https://edgedelta.com/company/blog/introducing-monitors-a-better-way-to-manage-your-monitor-collection/Meet Monitors, our updated interface for managing your monitor collection. This release simplifies and strengthens the monitoring process for all Edge Delta users.Tue, 02 Jul 2024 21:00:00 GMThttps://edgedelta.com/company/blog/native-otlp-support/https://edgedelta.com/company/blog/native-otlp-support/Today, Edge Delta announces its OTLP Input, enabling customers to ingest structured OpenTelemetry data natively.Wed, 22 May 2024 04:22:47 GMThttps://edgedelta.com/company/blog/geekwire-ceo-of-the-year/https://edgedelta.com/company/blog/geekwire-ceo-of-the-year/Edge Delta CEO Ozan Unlu wins the prestigious Geekwire award. Learn about how Unlu’s leadership has led to groundbreaking innovations in AI and observability.Fri, 10 May 2024 04:31:35 GMThttps://edgedelta.com/company/blog/ignite-podcast-future-of-data-analytics-the-challenges-of-tracing-and-observability/https://edgedelta.com/company/blog/ignite-podcast-future-of-data-analytics-the-challenges-of-tracing-and-observability/Last week, our CEO and founder, Ozan Unlu joined the Ignite Podcast with Brian Bell. Listen in to hear about observability and its crucial role in shaping the world of data.Tue, 07 May 2024 04:06:00 GMThttps://edgedelta.com/company/blog/podcast-testguild-march-2024/https://edgedelta.com/company/blog/podcast-testguild-march-2024/Our own David Wynn joined the TestGuild DevOps Tool Chain podcast. Listen in and get notes on the conversationWed, 20 Mar 2024 16:03:30 GMThttps://edgedelta.com/company/blog/applied-introduction-ebpf-go/https://edgedelta.com/company/blog/applied-introduction-ebpf-go/One of our engineering leaders discusses how to develop eBPF programs with Go, and how we use eBPF at Edge Delta.Tue, 12 Mar 2024 04:44:08 GMThttps://edgedelta.com/company/blog/compound-nodes/https://edgedelta.com/company/blog/compound-nodes/Learn how you can simplify observability pipeline management with Compound Nodes. The new feature combines multiple processors into a single node.Wed, 28 Feb 2024 21:00:00 GMThttps://edgedelta.com/company/blog/women-in-devops-hackathon-feb-24/https://edgedelta.com/company/blog/women-in-devops-hackathon-feb-24/An invitation to all global Women in DevOps to converge virtually and in person for a week of education, creativity, and collaboration.Tue, 27 Feb 2024 04:28:00 GMThttps://edgedelta.com/company/blog/introducing-oncall-ai/https://edgedelta.com/company/blog/introducing-oncall-ai/We’re thrilled to announce OnCall AI – our new observability copilot. Learn how natural language recommendations can streamline monitoring and troubleshooting.Tue, 13 Feb 2024 21:00:00 GMThttps://edgedelta.com/company/blog/common-expression-language-data-operability/https://edgedelta.com/company/blog/common-expression-language-data-operability/Learn how Common Expression Language (CEL) can help your users easily configure pipelines and manipulate their data.Mon, 12 Feb 2024 21:00:00 GMThttps://edgedelta.com/company/blog/hybrid-log-search/https://edgedelta.com/company/blog/hybrid-log-search/Introducing Hybrid Log Search – a new logging experience that enables you to run queries from Edge Delta SaaS, without data leaving your environment.Tue, 23 Jan 2024 04:43:00 GMThttps://edgedelta.com/company/blog/ai-anomaly-detection/https://edgedelta.com/company/blog/ai-anomaly-detection/AI anomaly detection can help you identify unknown unknowns and save time creating alerts. This article explains how you can use AI/ML to supplement your monitoring efforts.Mon, 22 Jan 2024 16:03:30 GMThttps://edgedelta.com/company/blog/framework-fusion-edge-deltas-agile-approach-to-migrating-our-frontend-architecture/https://edgedelta.com/company/blog/framework-fusion-edge-deltas-agile-approach-to-migrating-our-frontend-architecture/Recently, we shifted Edge Delta from Angular to React. Learn how we streamlined migration with two tools to fuse the strengths of React with our Angular app.Wed, 10 Jan 2024 21:00:00 GMThttps://edgedelta.com/company/blog/enhancing-airline-operations/https://edgedelta.com/company/blog/enhancing-airline-operations/Learn how you can achieve efficient airline operations with streamlined log management. Learn how to reduce downtime, enhance security, and cut costs.Wed, 10 Jan 2024 04:13:00 GMThttps://edgedelta.com/company/blog/mantine-react-transition/https://edgedelta.com/company/blog/mantine-react-transition/As Edge Delta moved to React, we needed a new UI component library. Learn how Mantine has aligned with our design philosophy and improved development workflow.Tue, 09 Jan 2024 04:43:00 GMThttps://edgedelta.com/company/blog/reduce-aws-cloudwatch-costs/https://edgedelta.com/company/blog/reduce-aws-cloudwatch-costs/By using Edge Delta, Amazon CloudWatch customers can optimize logging TCO and consolidate their toolset.Mon, 08 Jan 2024 04:43:00 GMThttps://edgedelta.com/company/blog/observability-pipelines-complete-guide-to-optimizing-telemetry/https://edgedelta.com/company/blog/observability-pipelines-complete-guide-to-optimizing-telemetry/Observability pipelines help you collect, pre-process, and route telemetry to reduce TCO. Learn the components of a pipeline and how it is used in practice.Wed, 06 Dec 2023 21:00:00 GMThttps://edgedelta.com/company/blog/the-pros-and-cons-of-datadog-flex-logs/https://edgedelta.com/company/blog/the-pros-and-cons-of-datadog-flex-logs/Earlier this year, Datadog released Flex Logs to help customers store infrequently accessed log data more cost-effectively. In this blog post, we talk through the advantages of this offering, as well as major shortcomings.Sun, 03 Dec 2023 21:00:00 GMThttps://edgedelta.com/company/blog/kubecon-chicago-2023/https://edgedelta.com/company/blog/kubecon-chicago-2023/2023 KubeCon North America concluded last week in Chicago. Our own Alan Murphy recaps his main takeaways from the action-packed event.Wed, 15 Nov 2023 16:03:30 GMThttps://edgedelta.com/company/blog/edge-delta-standardizes-on-otel/https://edgedelta.com/company/blog/edge-delta-standardizes-on-otel/In this article, we announce that OpenTelemetry is the single standard for analyzing log data within the Edge Delta platform. Our agent now formats log data in the OTel schema with no lift required by the user.Tue, 31 Oct 2023 21:00:00 GMThttps://edgedelta.com/company/blog/clickhouse-read-write-pod-separation/https://edgedelta.com/company/blog/clickhouse-read-write-pod-separation/Learn how you can optimize your ClickHouse instance by implementing read-write pod separation. Doing so improves scalability and maintainability.Wed, 25 Oct 2023 21:00:00 GMThttps://edgedelta.com/company/blog/3-steps-low-value-data/https://edgedelta.com/company/blog/3-steps-low-value-data/Up to 50% of your indexed log data can provide little-to-no quantifiable value. This blog details how to identify and re-reroute this data to drive greater efficiency.Wed, 18 Oct 2023 16:03:00 GMThttps://edgedelta.com/company/blog/introducing-metrics/https://edgedelta.com/company/blog/introducing-metrics/Edge Delta now supports ingestion of Kubernetes metrics. Optimize time series ingestion by 90% and troubleshoot issues faster with our unique approach.Mon, 09 Oct 2023 21:00:00 GMThttps://edgedelta.com/company/blog/gartner-cool-vendor-2023/https://edgedelta.com/company/blog/gartner-cool-vendor-2023/Edge Delta has been named a Cool Vendor in the 2023 Gartner® Cool Vendors™ in Monitoring and Observability report.Mon, 02 Oct 2023 16:03:30 GMThttps://edgedelta.com/company/blog/observability-data-gravity/https://edgedelta.com/company/blog/observability-data-gravity/By embracing edge processing and routing data to different destinations, observability teams can mitigate the effects of data gravity.Sun, 06 Aug 2023 21:00:00 GMThttps://edgedelta.com/company/blog/log-search-analytics-upgrades/https://edgedelta.com/company/blog/log-search-analytics-upgrades/Recently, we’ve added several features that improve the user experience of our Log Search & Analytics product. In this blog post, we walk through them feature-by-feature.Fri, 28 Jul 2023 16:03:30 GMThttps://edgedelta.com/company/blog/david-wynn-why-i-joined-edge-delta/https://edgedelta.com/company/blog/david-wynn-why-i-joined-edge-delta/David Wynn recently joined our team as Principal Sales Architect, after lengthy stints at Sumo Logic and Google Cloud. In this article, David shares his experience and the opportunity he saw in joining Edge Delta.Wed, 28 Jun 2023 21:00:00 GMThttps://edgedelta.com/company/blog/introducing-visual-pipelines/https://edgedelta.com/company/blog/introducing-visual-pipelines/Meet Visual Pipelines — a single, point-and-click interface to manage your telemetry pipelines.Thu, 22 Jun 2023 16:03:30 GMThttps://edgedelta.com/company/blog/optimizing-your-observability-spend-a-deep-dive-into-the-roi-of-edge-delta/https://edgedelta.com/company/blog/optimizing-your-observability-spend-a-deep-dive-into-the-roi-of-edge-delta/Learn how much your team can save by adopting Edge Delta. In this blog, we conduct an ROI analysis using real customer data.Fri, 12 May 2023 04:45:36 GMThttps://edgedelta.com/company/blog/understanding-processors-increase-visibility-into-your-log-data/https://edgedelta.com/company/blog/understanding-processors-increase-visibility-into-your-log-data/Learn how you can cluster log messages and extract metrics from log data, using Edge Delta’s Processors.Fri, 28 Apr 2023 16:03:30 GMThttps://edgedelta.com/company/blog/8-top-log-management-collectors-compared-by-data-throughput/https://edgedelta.com/company/blog/8-top-log-management-collectors-compared-by-data-throughput/Curious how Edge Delta performs in production? We tested the Edge Delta agent against seven other log collection agents in the market.Tue, 28 Mar 2023 18:14:43 GMThttps://edgedelta.com/company/blog/how-to-prepare-for-observability-outages/https://edgedelta.com/company/blog/how-to-prepare-for-observability-outages/How can you better anticipate observability platform downtime? In wake of the recent Datadog outage, we’ll demonstrate how to detect issues and gain redundancy.Thu, 23 Mar 2023 04:03:00 GMThttps://edgedelta.com/company/blog/debug-logs/https://edgedelta.com/company/blog/debug-logs/Edge Delta enables developers to generate debug logs around the clock, while reducing noise and preventing overages in downstream systems.Thu, 02 Mar 2023 04:03:00 GMThttps://edgedelta.com/company/blog/detection-alerting-troubleshooting/https://edgedelta.com/company/blog/detection-alerting-troubleshooting/Detect every issue, trigger alerts in real time, and simplify your troubleshooting processes.Mon, 19 Dec 2022 16:02:00 GMThttps://edgedelta.com/company/blog/webinar-recap-free-launch/https://edgedelta.com/company/blog/webinar-recap-free-launch/Here are the main takeaways from the Edge Delta Free product launch webinar.Mon, 12 Dec 2022 21:00:00 GMThttps://edgedelta.com/company/blog/feature-patterns/https://edgedelta.com/company/blog/feature-patterns/Edge Delta’s Patterns view eliminates the need to manually sift through your log data. By condensing repetitive loglines into groups, no irregularities go unnoticed.Tue, 06 Dec 2022 04:03:25 GMThttps://edgedelta.com/company/blog/simplify-logging-architecture/https://edgedelta.com/company/blog/simplify-logging-architecture/Edge Delta combines data collection and routing capabilities with processing at the source, helping teams remove bottlenecks from their observability stack.Tue, 29 Nov 2022 04:03:02 GMThttps://edgedelta.com/company/blog/edge-delta-free-edition/https://edgedelta.com/company/blog/edge-delta-free-edition/Edge Delta now provides a free way to monitor your applications and services running in Kubernetes, and troubleshoot issues in minutes.Sun, 13 Nov 2022 21:00:00 GMThttps://edgedelta.com/company/blog/twelve-terrifying-devops-horrors/https://edgedelta.com/company/blog/twelve-terrifying-devops-horrors/In celebration of the spookiest day of the year, we wanted to share our top twelve scariest situations that developers often struggle with – situations so ominous and blood-curdling, you’ll want to do all your log management with the lights on from here on out.Mon, 31 Oct 2022 16:03:00 GMThttps://edgedelta.com/company/blog/on-demand-workflow-triggering/https://edgedelta.com/company/blog/on-demand-workflow-triggering/Edge Delta’s on-demand log forwarding enables teams to route raw logs to their observability platform during deployments, anomalies, and other important occurrences.Sat, 08 Oct 2022 21:00:00 GMThttps://edgedelta.com/company/blog/enhancing-your-datadog-workflow/https://edgedelta.com/company/blog/enhancing-your-datadog-workflow/Advanced Datadog customers can reduce index volumes and gain better intelligence into service behavior while preserving existing workflows.Wed, 17 Aug 2022 04:28:25 GMThttps://edgedelta.com/company/blog/new-features-kubernetes-observability/https://edgedelta.com/company/blog/new-features-kubernetes-observability/Edge Delta’s new features enable developers to understand the health of their Kubernetes services with ease and resolve issues in minutes.Tue, 19 Jul 2022 21:00:00 GMThttps://edgedelta.com/company/blog/edge-delta-achieves-soc-2-compliance/https://edgedelta.com/company/blog/edge-delta-achieves-soc-2-compliance/Platform Features the Infrastructure, Tools and Processes to Protect Sensitive Information.Mon, 11 Jul 2022 16:03:30 GMThttps://edgedelta.com/company/blog/source-level-patterns/https://edgedelta.com/company/blog/source-level-patterns/Edge Delta now baselines and analyzes datasets at a more granular level, so you can quickly understand which Kubernetes component is impacted by an issue.Sun, 10 Jul 2022 04:30:05 GMThttps://edgedelta.com/company/blog/kubernetes-observability/https://edgedelta.com/company/blog/kubernetes-observability/Plug the gaps in your approach to Kubernetes observability and ensure that you not only collect and analyze observability data, but do so in a way that drives meaningful, real-time insights.Wed, 25 May 2022 16:03:30 GMThttps://edgedelta.com/company/blog/agent-configs-gitops-way/https://edgedelta.com/company/blog/agent-configs-gitops-way/Learn how you can use GitOps to automatically deploy Edge Delta agents and manage configurations within the Git repository.Wed, 18 May 2022 04:30:00 GMThttps://edgedelta.com/company/blog/series-b-announcement/https://edgedelta.com/company/blog/series-b-announcement/First and Only Edge Observability Platform Provides Unparalleled Data Analytics and Insights.Mon, 02 May 2022 16:03:30 GMThttps://edgedelta.com/company/blog/clustered-agents-cdn/https://edgedelta.com/company/blog/clustered-agents-cdn/Edge Delta’s Clustered Agent architecture makes high throughput CDN log processing easier, delivering advanced insights and reducing the volume of data required to stream to your observability platforms.Thu, 28 Apr 2022 04:37:00 GMThttps://edgedelta.com/company/blog/observability-vs-monitoring/https://edgedelta.com/company/blog/observability-vs-monitoring/Learn the differences between observability vs. monitoring and the context of it within a Kubernetes ecosystem.Sun, 17 Apr 2022 21:00:00 GMThttps://edgedelta.com/company/blog/terraform-provider-edgedelta/https://edgedelta.com/company/blog/terraform-provider-edgedelta/Edge Delta’s new Terraform provider allows you to create and manage hundreds of agents with easeSun, 20 Mar 2022 21:00:00 GMThttps://edgedelta.com/company/blog/aws-lambda-monitoring-with-edge-delta/https://edgedelta.com/company/blog/aws-lambda-monitoring-with-edge-delta/Edge Delta’s AWS Lambda extension reduces serverless observability costs and delivers advanced insights.Thu, 03 Mar 2022 04:44:31 GMThttps://edgedelta.com/company/blog/introducing-feature-configpacks/https://edgedelta.com/company/blog/introducing-feature-configpacks/Edge Delta’s new feature allows you to gain observability into services and infrastructure in a matter of clicks.Sun, 27 Feb 2022 21:00:00 GMThttps://edgedelta.com/company/blog/webinar-3-takeaways-eliminate-toil/https://edgedelta.com/company/blog/webinar-3-takeaways-eliminate-toil/In this webinar, the Edge Delta team broke down how engineers can reduce manual toil, spot unknown unknowns, and speed up investigations.Thu, 17 Feb 2022 16:03:30 GMThttps://edgedelta.com/company/blog/logging-world-will-change/https://edgedelta.com/company/blog/logging-world-will-change/By converting logs into time-series metrics, users can more easily make sense of massive volumes of data and spot irregularities.Wed, 09 Feb 2022 21:00:00 GMThttps://edgedelta.com/company/blog/splunk-svc-workload-pricing/https://edgedelta.com/company/blog/splunk-svc-workload-pricing/Learn how Splunk’s new Workload Pricing model works, and how you can use Edge Delta in tandem with Splunk Cloud to optimize ingest volume and compute.Sat, 08 Jan 2022 04:27:00 GMThttps://edgedelta.com/company/blog/3-recent-cases-ml/https://edgedelta.com/company/blog/3-recent-cases-ml/Machine Learning is becoming an invaluable resource for DevOps, SRE, and Security teams. Here are three recent examples where ML enabled better observability.Sun, 26 Dec 2021 16:03:00 GMThttps://edgedelta.com/company/blog/services-provider-prevents-security-breach/https://edgedelta.com/company/blog/services-provider-prevents-security-breach/Learn how a services provider that supports thousands of customers worldwide spotted a brute force attack in real-time.Mon, 20 Dec 2021 16:03:00 GMThttps://edgedelta.com/company/blog/overcoming-limitations-centralized-monitoring/https://edgedelta.com/company/blog/overcoming-limitations-centralized-monitoring/Traditional monitoring vendors require you to centralize their data before analyzing, creating a cost-prohibitive, unwieldy, and slow experience for engineers.Wed, 15 Dec 2021 16:03:30 GMThttps://edgedelta.com/company/blog/using-edge-delta-for-intelligent-anomaly-detection-at-the-edge/https://edgedelta.com/company/blog/using-edge-delta-for-intelligent-anomaly-detection-at-the-edge/A real-world example, demonstrating how Edge Delta’s Anomaly Detection can spot issues in a Kubernetes environment and enable root-cause analysis.Thu, 02 Dec 2021 21:00:00 GMThttps://edgedelta.com/company/blog/capture-anomalies-at-the-edge/https://edgedelta.com/company/blog/capture-anomalies-at-the-edge/At first glance, seeing the Data Optimization that occurs in Edge Delta seems like a pretty obvious value proposition and a product in and of itself.Mon, 20 Sep 2021 21:00:00 GMThttps://edgedelta.com/company/blog/the-edge-is-the-place-to-be/https://edgedelta.com/company/blog/the-edge-is-the-place-to-be/Real Time Analysis of Data in the Cloud is Archaic, Expensive, and Limited. Welcome to the future.Fri, 23 Jul 2021 21:00:00 GMThttps://edgedelta.com/company/blog/why-opentelemetry-is-eating-the-world/https://edgedelta.com/company/blog/why-opentelemetry-is-eating-the-world/Application and website users expect instant response times. Even the slightest delay will cause folks to close down your software and move onto something else.Thu, 25 Mar 2021 16:03:00 GMThttps://edgedelta.com/company/blog/stream-processing-to-optimize-your-pillars-of-observability/https://edgedelta.com/company/blog/stream-processing-to-optimize-your-pillars-of-observability/Ahhh, the “Three Pillars of Observability”, a Holy Land or Nirvana of sorts. Over the last few years it’s no secret that Monitoring and Observability platforms have been trying to become the monument supported by the Pillars of destiny.Mon, 08 Mar 2021 16:03:30 GMThttps://edgedelta.com/company/blog/observability-data-being-crammed-into-splunk-dashboards/https://edgedelta.com/company/blog/observability-data-being-crammed-into-splunk-dashboards/Maybe you’re looking at a small screenshot within an alert on your phone, maybe you’re looking at a screen on the other side of the operations center, maybe you’re looking at your 13” laptop, or maybe you’re sitting in front of your shiny new 8k monitor – and there it is… the dreaded red spike:Tue, 09 Feb 2021 21:00:00 GMThttps://edgedelta.com/company/blog/azure-function-monitoring-with-edge-delta/https://edgedelta.com/company/blog/azure-function-monitoring-with-edge-delta/Similar to other cloud providers, Azure has a serverless solution called Azure Functions which makes it effortless to run event driven workloads without the need to manage infrastructure and worry about scalability.Mon, 01 Feb 2021 21:00:00 GMThttps://edgedelta.com/company/blog/monitoring-applications-using-edge-delta-agent-prometheus/https://edgedelta.com/company/blog/monitoring-applications-using-edge-delta-agent-prometheus/In this post (Part 2/2), we will add the missing piece, the Edge Delta Agent.Tue, 08 Sep 2020 21:00:00 GMThttps://edgedelta.com/company/blog/monitoring-kubernetes-clusters-with-prometheus-operator-grafana/https://edgedelta.com/company/blog/monitoring-kubernetes-clusters-with-prometheus-operator-grafana/In this post (Part 1/2), we will deploy the Prometheus Operator and start monitoring our cluster.Mon, 07 Sep 2020 21:00:00 GMThttps://edgedelta.com/company/blog/a-golang-guide-to-integrate-saas-services-with-aws-marketplace/https://edgedelta.com/company/blog/a-golang-guide-to-integrate-saas-services-with-aws-marketplace/My team strives to provide a seamless onboarding experience to provide maximum observability with minimal cost and effort. Since procurement is a part of IT operations, our licensing, billing and renewals are required to be as smooth as possible, inline with our mission.Wed, 10 Jun 2020 16:03:30 GMThttps://edgedelta.com/company/blog/zero-to-self-healing-a-napkin-sketch-for-sre-and-devops/https://edgedelta.com/company/blog/zero-to-self-healing-a-napkin-sketch-for-sre-and-devops/We all want to improve. We all want tomorrow to be a better day than yesterday. Among the uncertainty in a post Covid-19 world, it is important we are all doing our part to keep our families, friends and neighbors safe and healthy.Sun, 31 May 2020 04:03:00 GMThttps://edgedelta.com/company/blog/edge-computing-brings-real-time-alerts-to-security-data-lakes/https://edgedelta.com/company/blog/edge-computing-brings-real-time-alerts-to-security-data-lakes/If you’re like me, you’ve heard some buzz about a concept called “edge computing” but are skeptical about another fluffy term in cybersecurity. Is this a trend worth our attention?Mon, 03 Feb 2020 04:03:00 GMThttps://edgedelta.com/company/blog/the-rise-of-the-edge-delta/https://edgedelta.com/company/blog/the-rise-of-the-edge-delta/There is a lot that can stress Nike management, but surely one such scenario is their point of sale system going down during a new product release. Thousands of customers suddenly unable to purchase goods in stores or online due to a system outageTue, 27 Aug 2019 21:00:00 GMT