Tag: observability
Modular & Shift-Left Observability for Modern DevOps Pipelines
Shift-left observability makes monitoring a modular, built-in part of DevOps—improving reliability, cost efficiency, and visibility across modern cloud-native systems ...
Observability: The Real Killer App
My friends, I’ve been around long enough in the world of DevOps, cybersecurity and cloud-native to see the “next big thing” fade into “just another dashboard.” But today I’m here to tell ...
AlertD Emerges to Apply AI to Observing AWS Environments
AlertD this week emerged from stealth to launch a DevOps platform that leverages generative artificial intelligence (AI) to provide deeper insights into Amazon Web Services (AWS) environments by automatically generating dashboards that ...
MyDecisive Open Sources Platform for Processing OpenTelemetry Data
Mike Vizard | | CNCF, DevOps observability costs, golden signals, Kubernetes telemetry, memory-based filtering, MTTR reduction, observability, open-source observability, OpenTelemetry, OTel collectors, proactive monitoring., telemetry filtering, telemetry overloadBy open-sourcing its Smart Telemetry Hub, MyDecisive pushes for an evolution of OpenTelemetry—adding local, memory-based filtering to shrink telemetry volume and help DevOps teams lower observability costs and improve MTTR ...
The Deterministic Future of AI-Generated Code
Yechezkel Rabinovich | | AI code generation, AI code review, AI development workflows, automated pull requests, behavioral verification, CI pipeline, code validation, deterministic guardrails, DevOps AI, ebpf, generated code risks, observability, smarter linters, software reliabilityAI has eliminated the bottleneck of writing code—but introduced massive uncertainty in verifying it. This piece explores why deterministic guardrails, smarter linters, and eBPF-driven observability are becoming essential to code review and ...
Observability is the Next Frontier of DevOps and Cloud Security
Joe Selvam | | adaptive baselines, API tracing, business impact monitoring, Cloud Security, cloud-native, configuration drift, DevOps visibility, devsecops, hybrid cloud resilience, mttr, observability, proactive observability, SRE, unified dashboards, unified telemetryIn today’s cloud-native, hybrid-multi-cloud world, DevOps teams face a new paradox. They can deploy code faster than ever, but their visibility often lags. Traditional monitoring tools might reveal that something broke, but ...
Chronosphere Adds AI Remediation Guidance to Observability Platform
Chronosphere this week previewed artificial intelligence (AI) capabilities that are embedded into its observability platform that, in addition to helping identify the root cause of an issue, also provides remediation suggestions. Additionally, ...
Why Traditional SLOs Are Failing at Hyperscale: Building Context-Aware Reliability Contracts
Muhammad Yawar Malik | | adaptive reliability, AI-driven scaling, business-aligned reliability, context classification, context propagation, context-aware reliability, context-driven SLOs, cost reduction, devops, dynamic SLOs, gitops, hyperscale reliability, infrastructure optimization, multi-service reliability, observability, performance optimization, post-mortem analysis, predictive scaling, reliability budgets, reliability contracts, reliability engineering, reliability marketplace, site reliability engineering, SLA management, SLO optimization, SREDiscover how context-aware reliability contracts (CARC) redefine SLOs for hyperscale systems—optimizing uptime, reducing infrastructure spend by 33%, and aligning reliability with business value across user tiers, regions, and workloads ...
Why Your SLO Dashboard is Lying: Moving Beyond Vanity Metrics in Production
Muhammad Yawar Malik | | API latency, business context, business metrics, business resilience, business-aligned SLOs, context-aware monitoring, customer impact, data-driven DevOps, devops, engineering reliability, enterprise customers, enterprise reliability, error budget management, error budgets, incident management, incident prioritization, observability, performance monitoring, reliability engineering, reliability framework, reliability strategy, revenue-weighted SLOs, service availability, Service Level Objectives, site reliability engineering, SLA optimization, SLIs, SLOs, SRE, uptime, uptime metrics, user segmentationDiscover how redefining service level objectives (SLOs) around business impact — not vanity uptime metrics — reduced incidents by 75% and saved $2.3M in lost revenue ...
How AIOps is Revolutionizing DevOps Monitoring in the Cloud Era
Joydip Kanjilal | | AI in IT operations, AI-Driven DevOps, AIOps, anomaly detection, automation in cloud, CI/CD pipelines, Cloud Computing, cloud-native monitoring, devops, digital transformation, hybrid cloud, incident management, intelligent automation, observability, Operational Excellence, Predictive Analytics, predictive monitoringAs cloud-native systems grow more complex, traditional monitoring falls short. AIOps brings AI, automation, and predictive insights to DevOps—enabling real-time detection, diagnosis, and resolution across distributed environments for faster, smarter operations ...
Is There Still a Difference Between DevOps and AIOps?
Alexander Williams | | AI in IT operations, AIOps, automated remediation, CI/CD, devops, digital transformation, intelligent automation, machine learning, observability, Predictive AnalyticsDevOps transformed software delivery through speed and collaboration. AIOps takes it further—adding AI-driven insight, anomaly detection, and intelligent automation. Together, they form the next evolution of IT operations: smart, adaptive, and self-healing ...
DevOps Workflow: The Key Elements and Tools Involved
Peter Baker | | agile methodology, Automated testing, automation tools, CI/CD, collaboration tools, continuous delivery, continuous improvement, continuous integration, devops best practices, devops culture, DevOps workflow, devsecops, feedback loops, GitHub Actions, GitLab CI, IaC, infrastructure as code, IT operations, logging, Microsoft Teams, monitoring, observability, Quality Assurance, software developmentWhat does a modern DevOps workflow look like? Click to learn about the essential elements, tools, and practices involved in the effective work process. ...
