KubernetesGPU autoscaling and pod‑restart automation reshape Kubernetes AI workloads3 min read·1d ago·via The New Stack
In‑house AI Agent Harness: Architecture and Ops Takeaways for Platform Teams4 min read·1d ago·via The New Stack
Embedding Ownership into AI Agent Deployments: A Pragmatic Guide for Platform Teams5 min read·2d ago·via The New Stack
NVIDIANVIDIA Minerva introduces AI factory observability for proactive AIOps4 min read·2d ago·via NVIDIA Blog
GitHubNamed Copilot Usage Metrics Enable Precise Adoption Tracking3 min read·2d ago·via GitHub Changelog
OpenTelemetry telemetry reduction for AI agents: practical filtering with the Collector5 min read·2d ago·via CNCF
From Functional to Decision Decomposition: Implications of Agentic AI Architecture for Distributed Systems2 min read·5d ago·via InfoQ AI/ML/Data
GCPRethinking Agent Evaluation: Practical Lessons from the Google Cloud Developer Plugin3 min read·8d ago·via Google Cloud Blog
Integrating Software Carbon Intensity into OpenTelemetry: Practical Implications for Cloud‑Native Teams3 min read·9d ago·via CNCF
KubernetesDiagnosing Intermittent Latency in Healthy Kubernetes Clusters4 min read·10d ago·via The New Stack
CloudflareWorkers Observability Events via MCP: Real‑Time Issue Delivery to Webhooks3 min read·11d ago·via Cloudflare Developer Platform
AI‑Assisted Development Doubles Spotify Change Rate, Triggering New Quality Controls2 min read·12d ago·via InfoQ AI/ML/Data
GCPSecond‑Edition SRE Practices: Dynamic SLOs, OpenTelemetry Observability, and Platform Automation for Modern Workloads3 min read·12d ago·via Google Cloud Blog
Integrating Production Feedback into the AI Agent Lifecycle: Practical Architecture and Ops Guidance4 min read·14d ago·via The New Stack
CloudflareOpenTelemetry tracing expands across Cloudflare’s proxy stack in beta2 min read·14d ago·via InfoQ AI/ML/Data
Detecting Silent Agent Failures: Verifying Outcomes Instead of Run Status3 min read·15d ago·via DevOps.com
CloudflareR2 dashboard now reports bandwidth per Cloudflare location2 min read·15d ago·via Cloudflare Developer Platform
Minimum Viable Instrumentation adds gap detection to OllyGarden’s Rose AI agent4 min read·15d ago·via DevOps.com
From Reactive Alerts to AI‑Driven Ontology: Netflix’s Knowledge‑Graph Observability Stack2 min read·15d ago·via InfoQ AI/ML/Data
Alert Enrichment Sidecar: Threaded Log Context for Alertmanager Slack Alerts4 min read·16d ago·via DevOps.com
Proactive AI Incident Automation: Architectural Shifts and Operational Guardrails3 min read·16d ago·via The New Stack
Ground Truth CLI Brings Headless Observability to AI‑Assisted Troubleshooting3 min read·16d ago·via DevOps.com
KubernetesKubernetes Edge Day Returns to KubeCon NA 2026: Practical Takeaways for Engineers4 min read·17d ago·via CNCF
AWSAWS scaling metrics from Prime Day 2026: what engineers need to know4 min read·18d ago·via AWS News Blog
AWSOperationalizing Multi‑Agent Explainability with Amazon Bedrock AgentCore Evaluations4 min read·19d ago·via AWS Machine Learning Blog
AI‑Driven Observability with Cortex XCOR Cuts Incident Triage to Minutes4 min read·19d ago·via The New Stack Hot
From Ad‑hoc Checks to a Production‑Ready Agent Evaluation Framework2 min read·19d ago·via InfoQ AI/ML/Data
AnthropicReal‑Time Observability for Claude Code Sessions with the Statuspane Mod3 min read·19d ago·via DevOps.com
Production‑Ready AI SRE Agents: Architecture, Cost, and Access Shifts3 min read·22d ago·via DevOps.com
GCPTransactional messaging in Spanner queues simplifies AI agent pipelines4 min read·22d ago·via Google Cloud Blog
AI‑Driven Production Operations: Practical Shifts for Engineers2 min read·23d ago·via InfoQ AI/ML/Data
CloudflareAI Model Usage Insights in AI Gateway: Reducing Over‑use and Cost3 min read·24d ago·via Cloudflare Developer Platform
Verifiable Execution Records for AI Agents: What Engineers Need to Know4 min read·25d ago·via DevOps.com
GitHubFabric‑Copilot Integration Shifts Data Foundations for AI‑Driven Apps4 min read·25d ago·via Microsoft Azure Blog
Beyond P99: AI‑Assisted Analysis of Response‑Time Distribution for High‑Performance Systems4 min read·27d ago·via The New Stack
AzureFoundry’s new model catalog and native voice agents enable continuous optimization for AI workloads3 min read·28d ago·via Microsoft Azure Blog
Open Source Lock‑In Mitigation: Practical Steps for Platform Teams3 min read·28d ago·via The New Stack
System‑Level Shifts in Adaptive Recommendation Engines: Latency, Freshness, and Orchestration2 min read·28d ago·via InfoQ AI/ML/Data
CloudflareWorkers release annotations add full deployment visibility to Metrics charts3 min read·29d ago·via Cloudflare Developer Platform
GitHubCopilot model expansion and sandboxing reshape AI‑assisted development workflows3 min read·29d ago·via GitHub Changelog
KubernetesOpenTelemetry‑Prometheus Interoperability Improves, Yet Data‑Model Gaps Remain for Cloud‑Native Teams4 min read·29d ago·via The New Stack
CloudflareDurable Object name length increased to 128 characters – implications for monitoring and tooling2 min read·29d ago·via Cloudflare Developer Platform
Cloud Native Observability Day Expands Scope – What Engineers Need to Know4 min read·1mo ago·via CNCF
CloudflareR2 bandwidth metrics now exposed in dashboard and GraphQL API2 min read·1mo ago·via Cloudflare Developer Platform
Cursor adds AI‑driven change monitoring and automated security review to the PR pipeline4 min read·1mo ago·via The New Stack
RedhatAI‑Driven Incident Remediation: Linking LogicMonitor Edwin AI with Ansible Automation Platform2 min read·1mo ago·via Red Hat Blog
GitHubEnterprise‑Managed OpenTelemetry Export Added to GitHub Copilot3 min read·1mo ago·via GitHub Changelog
AWSCollaborative AI‑Powered Observability with CloudWatch Omni: Practical Implications for Engineers4 min read·1mo ago·via AWS News Blog
AWSCloudWatch Omni Brings IDE‑Integrated Observability to AI Agents3 min read·1mo ago·via AWS News Blog
DockerDocker AI ecosystem: practical patterns for securing and operating agent workloads4 min read·1mo ago·via Docker Blog
AI Agent Observability: New Runtime and Reporting Practices for Reliable Deployments4 min read·1mo ago·via The New Stack
Open‑Source Token Meter Gives Real‑Time AI Token Cost Monitoring for DevOps Teams3 min read·1mo ago·via DevOps.com
MariaDB 13.0 GA introduces procedural SQL extensions, Oracle compatibility, and richer observability for modern workloads2 min read·1mo ago·via InfoQ AI/ML/Data
AWSSageMaker inference expands with 13 new capabilities for endpoints and HyperPod4 min read·1mo ago·via AWS Machine Learning Blog
AWSElastic Beanstalk Cluster Mode: Shared EKS Infra for Multi‑App Deployments4 min read·1mo ago·via AWS News Blog
GitHubCopilot CLI usage metrics add agentic activity fields for enterprise reporting4 min read·1mo ago·via GitHub Changelog
CloudflareCross‑Worker JavaScript RPC Tracing Now Captures Session Spans3 min read·1mo ago·via Cloudflare Developer Platform
AWSRunning a Shared Agentic Platform on Amazon Bedrock AgentCore: Architecture and Ops Implications3 min read·1mo ago·via AWS Machine Learning Blog
AWSModernising a StatsD pipeline with an OpenTelemetry collector migration4 min read·1mo ago·via CNCF
Hugging FaceSplunk Releases Open‑Source Log LLM and Plans Universal Collector for Unified Telemetry4 min read·1mo ago·via DevOps.com
AWSAutomating Prompt Tuning with AgentCore System Prompt Optimizer3 min read·1mo ago·via AWS Machine Learning Blog
AI‑Assisted Code Review Guardrails Boost Delivery Speed at Duolingo2 min read·1mo ago·via InfoQ AI/ML/Data
AzureAzure SRE Agent shifts incident response from manual triage to AI‑driven automation4 min read·1mo ago·via The New Stack
AzureEnforcing AI Agent Governance with Runtime Token Limits and Project‑Scoped Quotas4 min read·1mo ago·via Microsoft Azure Blog
KubernetesKubernetes 1.37 Enables Native Histograms by Default – What Operators Need to Know4 min read·1mo ago·via Kubernetes Blog
GitHubEnterprise Copilot reporting now includes VS Code Agents usage data3 min read·1mo ago·via GitHub Changelog
AWSDual‑Layer Monitoring for Agent Lifecycle Using Bedrock AgentCore Evaluations and AWS DevOps Agent4 min read·1mo ago·via AWS Machine Learning Blog
RedhatAutomating AIOps Remediation with Splunk Observability and Ansible Automation2 min read·1mo ago·via Red Hat Blog
AWSTurn‑Level Evaluation Cuts Cascading Errors in Multi‑Turn Agents4 min read·1mo ago·via AWS Machine Learning Blog
Session Tracing and Cost Controls: New Levers for Debugging AI Agent Failures2 min read·1mo ago·via InfoQ AI/ML/Data
RedhatRed Hat AI 3.5 introduces priority‑aware GPU multi‑tenancy for enterprise AI4 min read·1mo ago·via The New Stack
Rust Debugging Adoption Stalls: Implications for Production Services4 min read·1mo ago·via DevOps.com
GCPIntegrating Antigravity SDK into Custom Agent Hubs: Architecture, Ops, and Security Implications3 min read·1mo ago·via Google Cloud Blog
CNCF’s New Silver Members Highlight a Move Toward Efficient Production AI Inference5 min read·1mo ago·via CNCF
Regulated DevOps: Embedding Compliance, Traceability, and Business‑Aware Observability into Platform Pipelines3 min read·1mo ago·via DevOps.com
AI‑driven telemetry pipelines: Ascent 3.0 introduces Venn agent, MCP server, and high‑speed flow mode3 min read·1mo ago·via DevOps.com
KubernetesUnified Kubernetes Control Plane with Kueue, KEDA, HAMi, and Fluid Raises AI Accelerator Utilization Over 60%4 min read·1mo ago·via CNCF
OpenaiAI Agent Workload Surge Raises Supervision, Cost, and Security Challenges4 min read·1mo ago·via The New Stack
Recording Evidence in Agentic RAG to Preserve Trust and Operability4 min read·1mo ago·via The New Stack
Observability Fidelity vs Cost: Avoid Premature Data Reduction in AI‑Driven Environments4 min read·1mo ago·via DevOps.com
Applying Trace Sampling to Tame Data Overload and Speed Up Failure Diagnosis3 min read·1mo ago·via The New Stack
AWSDesigning Production‑Ready Agentic Automations with Amazon Quick Automate4 min read·1mo ago·via AWS Machine Learning Blog
Intelligent Observability: From Simple Monitoring to System‑wide Insight4 min read·1mo ago·via DevOps.com
CloudflareAI Gateway billing consolidates token line items and normalizes model identifiers2 min read·1mo ago·via Cloudflare Developer Platform
AnthropicClaude test failures force AI engineers to add containment, approval gates, and observability to agent pipelines4 min read·1mo ago·via The New Stack
KubernetesBeyond Dashboards: Making Kubernetes Observability Actionable for Engineers4 min read·1mo ago·via CNCF
AWSDeploy Enterprise Agentic Retrieval with Managed Bedrock Knowledge Bases and CloudFormation4 min read·1mo ago·via AWS Machine Learning Blog
KubernetesMaking Kubernetes AI‑Ready: Key Shifts Platform Teams Must Adopt4 min read·1mo ago·via CNCF
AWSDeepgram introduces native CloudWatch billing metrics and Prometheus export for SageMaker speech endpoints4 min read·1mo ago·via AWS Machine Learning Blog
OpenTelemetry Standardized Collection; Full‑Fidelity Storage Now the Critical Challenge for AI Observability4 min read·1mo ago·via The New Stack
AWSOpenTelemetry‑Based Evaluation Unifies Bedrock AgentCore Traces Across Frameworks4 min read·1mo ago·via AWS Machine Learning Blog
Agent Lightning v1.0 puts the production harness in control of RL loops – what platform engineers need to know4 min read·1mo ago·via The New Stack