Tag: incident response
Lessons from 2025: The Year “Agent Mitigation” Became a Thing
Abigail Wall | | Agent Mitigation, AI agents, AI Best Practices, AI security, cloud infrastructure, Continuous Evaluation, Data Exfiltration, Environment Orchestration, Incident Analysis, incident management, incident response, Mitigation Strategies., Public APIs, reliability engineering, risk management, Security ControlsExplore the emergence of agent mitigation as a formal discipline in response to 2025's AI failures, highlighting best practices for secure and reliable AI agent deployment ...
When Systems Work But No One Wakes Up: The Failure Between Monitoring and Human Response
Judit Sharon | | alert escalation, incident response, Monitoring and observability, MTTA, on-call alerting, site reliabilityAt 2:07 a.m., a core production node went down. CPU usage spiked, latency ballooned and requests started timing out across the cluster. Monitoring tools caught it instantly as dashboards glowed red, alert ...
New Relic AWS Integrations Go Deep on Root Cause Observability Analysis
Adrian Bridgwater | | agentic AI, cloud observability, devops, incident response, MELT, mttr, observability, security posture management, SRE, system monitoringNew Relic expands its observability platform with deep AWS integrations to speed incident resolution and support AI-driven DevOps workflows ...
From What Now to What’s Next: How AI Is Closing the Gap Between Detection and Resolution
Howard Beader | | AI agents, AI-driven operations, anomaly detection, APM limitations, dependency failures, devops, distributed systems, incident response, IT operations, LLM fragility, MTTI, mttr, observability, operational resilience, outage detection, prescriptive monitoring, proactive remediation, root cause analysis, SRE tools, telemetry correlationModern DevOps teams face outages driven by complex dependencies and AI-enabled systems; success now depends on moving from reactive monitoring to prescriptive, AI-assisted incident resolution that shortens MTTI and MTTR ...
What I’m Thankful for in DevOps This Year: Living Through Interesting Times
Alan Shimel | | agentic AI, AI in DevOps, automation in DevOps, burnout in engineering, complexity in DevOps, compliance challenges, developer experience, devops, devops culture, DevOps gratitude, DevOps inclusivity, devsecops, generative AI, hybrid work, incident response, innovation pace, internal developer platforms, machine learning workflows, open source community, platform engineering, regulatory landscape, Remote DevOps, SBoM, secure supply chain, security by design, security theater, self-service pipelines, shift left security, talent crunch, tech layoffs, Tool SprawlAlan reflects on a chaotic yet inspiring year in DevOps, highlighting the rise of AI in engineering, the maturation of DevSecOps, the evolution of hybrid work culture, the surge of platform engineering ...
SRE in the Age of AI: What Reliability Looks Like When Systems Learn
Muhammad Yawar Malik | | adaptive systems, AI observability, AI reliability, concept drift, data pipeline reliability, feedback loops, incident response, learning systems, ML operations, MLOps, model drift, model performance monitoring, reliability engineering, site reliability engineering in AI, SREAs AI and ML become core production components, SRE is evolving from managing deterministic systems to ensuring the reliability of dynamic, learning systems. New metrics, workflows, guardrails and cross-disciplinary practices are redefining ...
A Modern Approach to Multi-Signal Optimization
Nikhil Kurup | | application performance monitoring, ArgoCD, CI/CD observability, cloud cost optimization, cloud operations, cloud waste reduction, cloud-native operations, CloudNativeCon Atlanta, datadog, devops automation, grafana, incident response, KubeCon 2025, Kubernetes monitoring, metric classification, MTTR reduction, multi-signal optimization, observability, p99 latency, pod CPU metrics, predictive monitoring, proactive observability, Prometheus, root cause analysis, signal correlation, signal hierarchy, SRE best practices, telemetry correlationHow multi-signal optimization and metric classification help DevOps and turn telemetry chaos into actionable intelligence ...
Secure By Design, Secure by Default
Julian Browne | | adaptive security, continuous improvement, continuous security, cyber resilience, devops, devops best practices, devsecops, dynamic systems, embedded security, enterprise compliance, incident response, modern software delivery, production monitoring, real-time security, secure by default, secure coding, secure-by-design, security governance, security in production, security strategy, security theatre, shift left security, software security, static analysis, threat modeling“Shift left” alone won’t secure software. Real security must be embedded continuously across design, development, and production—not just moved earlier ...
When Metrics Overwhelm: How SREs Help Engineers Reclaim Focus
Neel Shah | | alert fatigue, contextual logging, developer experience, developer productivity, devops, DevOps transformation, Distributed Tracing, engineering efficiency, incident response, metrics and logs, observability, observability tooling, root cause analysis, site reliability engineering, software reliability, SRE, system resilience, war room cultureObservability promised insight but delivered alert fatigue. Learn how SREs are redefining observability to empower developers and restore real engineering value ...
From Incidents to Insights: The Power of Blameless Postmortems
Jyostna Seelam | | blameless post-mortem, continuous improvement, devops culture, incident response, psychological safety, root cause analysisBlameless post-mortems flip the script, transforming incidents into structured opportunities for learning, accountability and resilience. ...
Logz.io Leverages AI to Identify Anomalies in Real-Time
Mike Vizard | | ai, anomaly detection, generative AI, incident management, incident response, Logz.io, observabilityLogz.io added a real-time anomaly detection capability to its observability platform that simplifies correlation of the impact IT events have on business processes ...
Elastic Previews Unified Query Language for Search Platform
Mike Vizard | | database, devsecops, Elastic, incident response, observability, query language, resilienceElastic this week previewed a standard query language that can be used across its portfolio to streamline investigations into IT and cybersecurity events ...
