52 Signals

Observability Stack Operations Copilot

A SaaS tool that automates setup, health checks, and alert tuning across Prometheus, Grafana, Datadog, OpenTelemetry, Splunk, and NewRelic stacks.

Added Jun 3, 2026

DevOps

Observability

Infrastructure Automation

Opportunity score

Medium opportunity (67%)

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The Problem

Infrastructure and DevOps teams are repeatedly expected to design, operate, and integrate observability systems across fragmented tooling. The postings suggest companies need faster detection and recovery, but this work currently depends on scarce engineers who understand monitoring, logging, tracing, dashboards, and alerts across multiple platforms.

Potential Solution

Build a tool that connects to existing observability platforms, audits coverage gaps, validates alert quality, detects broken telemetry pipelines, and recommends or applies standardized dashboards and alerts. It would help SRE, DevOps, infrastructure, and ML Ops teams operate multi-tool observability stacks with less manual configuration and fewer missed incidents.

Why Now?

The same observability tools appear across DevOps, infrastructure, IAM, fintech, and AI/ML platform roles, indicating broad operational demand. OpenTelemetry adoption and increasingly complex cloud and GPU infrastructure make cross-platform observability harder to manage manually.

Market validation

Search demand

Trend snapshot pending

Competition (0)

No matched competitors yet

Showing 1-20 of 52 signals

Job adsSep 19, 2026

antas-pte-ltd-201939144g

Senior Observability Engineer

Drive observability best practices aligned with ITIL, SRE, and AIOps frameworks to enhance incident and problem management processes Collaborate with stakeholders to analyze performance data, troubleshoot issues, and improve system reliability

Job adsSep 19, 2026

exasoft-consulting-pte-ltd-202435429c

AI Engineer (AWS, Splunk ITSI, Datadog, Python, New Relic, Azure, Dynatrace, ML, Service Now, Ansible, Rest API, ITIL)

Architect and maintain observability solutions using Datadog for infrastructure, application, log, and service monitoring. Implement and optimize Dynatrace for application performance monitoring, infrastructure visibility, and service health analysis.

Job adsSep 17, 2026

turquoise-health

Platform Operations Engineer

Support Observability - Help maintain our monitoring and logging stack using Datadog, Sentry, and CloudWatch, giving engineering teams visibility into system health and performance. Grow with the Platform - Collaborate with the team on infrastructure decisions, help build internal tooling and self-service workflows, and develop your skills as the platform scales.

Job adsSep 15, 2026

radiant

Principal Infrastructure Engineer - Platform

Build observability pipelines to monitor and troubleshoot global systems, integrating tools for logs,metrics, and tracing. Create automation frameworks to reduce operational toil, streamline deployments, and enhance scalability using tools like Terraform, Ansible, Go, and Python.

Job adsSep 14, 2026

huntress

Staff Platform Engineer

Support and extend observability infrastructure using Datadog to give deep visibility into system health and platform performance Diagnose and fix complex production issues, performance bottlenecks, and resource constraints across cloud environments

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