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AWS Makes Pair of AI Agents to Automate DevOps Tasks Available
Amazon Web Services (AWS) today made a pair of artificial intelligence (AI) agents to manage DevOps workflows and conduct penetration tests generally available. Neha Goswami, director of Agentic DevOps at AWS, said ...
Harness Extends CD Platform to Address AI Coding Challenges
Mike Vizard | | AI coding tools, AI-Powered Verification, Automated Rollback, continuous delivery, database devops, DevOps Scale, Harness CD, platform engineering, Release Orchestration, Snowflake Support, software engineering productivity, Warehouse-Native Feature ManagementHarness expands its CD platform to tackle the "AI code explosion" with automated rollbacks, snowflake support, and warehouse-native feature management ...
The Trust Tax Framework: Measuring Developer Confidence in CI/CD Systems
Vignesh Sundaram | | Automated Testing Culture, CI/CD Trust, continuous integration, Developer Experience (DevEx), DevOps metrics, flaky tests, Infrastructure Ownership, Mean Time to Confidence, Override Rate, Re-run Rate, Test QuarantineIs your re-run rate over 30%? Discover the "Trust Tax" killing your DevOps ROI. Learn to manage flaky tests through automatic quarantine, contextual reporting, and cultural shifts ...
Why Governance Determines Whether Agentic AI Accelerates or Stalls Engineering
Eric Paulsen | | agentic AI, Agentic Workflows, AI code review, auditability, Automated Refactoring, Code Completion, Developer Velocity, Engineering Governance, Governance Debt, Parallel Engineering, Risk-based Governance, software development lifecycle SDLCAI coding tools offer rapid productivity gains, but "governance debt" often slows delivery. Learn how to embed risk-based controls and auditability into agentic AI workflows to scale engineering capacity ...
When Customer-Facing Systems Fail: How Incident Response and Observability Reduce MTTR
Samuel Ogbonna | | API Gateway Failures, Customer Experience (CX) Strategy, Digital Stability, Distributed Tracing, incident response, Mean Time to Acknowledge (MTTA), Mean Time to Recovery (MTTR), Microservices Reliability, Observability vs Monitoring, Real-time Infrastructure, service mesh, system resilienceIn a world of microservices and real-time interactions, MTTR is the ultimate metric for brand protection. Learn how observability and resilient architecture drive faster incident response ...
Iceberg Won the Format War — Now Comes the Hard Part
Apache Iceberg has effectively won the open table format conversation. AWS, Google Cloud, Microsoft, Snowflake, Databricks -- every major platform has thrown its weight behind it. If you work in data engineering ...
Lightrun Adds Ability to Dynamically Pull Telemetry Data from Live Apps
Lightrun has added an ability to dynamically pull missing telemetry evidence from live application environments without having to deploy additional instrumentation to its namesake site reliability engineering (SRE) platform that is based ...
GraphQL at Scale: Lessons From Building APIs That Thousands of Developers Actually Use
Ramesh Karsala | | api gateway, Apollo Federation., Cost-based rate limiting, DataLoader pattern, Field-level tracing, GraphQL adoption 2027, GraphQL Federation, normalized caching, OpenTelemetry GraphQL, Persisted Queries, Query Complexity Analysis, schema governance, Schema Stitching, Shopify EngineeringGraphQL adoption is set to double by 2027. Explore the operational shifts required for enterprise scale, including query complexity analysis, persisted queries, and Apollo-style federation ...
Agentic Systems are Breaking Reliability Frameworks
Saqib Jan | | Agentic Systems, AI Governance, Behavioral Boundaries, Capability Envelope, Circuit Breakers for AI, Deterministic Testing, Distribution-based Validation, Monte Carlo Testing, Oracle Cloud Infrastructure., Probabilistic Failure, prompt injection, Runtime Assertions, Shahid Ali Khan, SRE for AI, TestMu AIAgentic AI systems introduce "silent failures" that bypass traditional SOC alerts. Learn why DevOps and Security teams must shift from deterministic assertions to distribution-based testing and runtime behavioral boundaries ...
OpenTelemetry Gets Kotlin Multiplatform API & SDK
Adrian Bridgwater | | Android Development, application development, automation, Client-side Monitoring, cloud-native, CNCF, continuous delivery, cross-platform development, devops, Embrace, JVM Interoperability, KubeCon 2026, Logging API, mobile observability, observability, Telemetry data, Tracing APIOpenTelemetry expands its observability reach with a native Kotlin Multiplatform API and SDK. Contributed by Embrace, this update enables vendor-neutral telemetry across JVM, iOS, and web, offering idiomatic Kotlin support and optimized ...
Tekton Kubernetes-Native CI/CD Project Reaches CNCF Incubation
Adrian Bridgwater | | CI/CD, continuous delivery, continuous integration, devops, microservices, observability, software developmentThe CNCF TOC has voted to accept Tekton as an incubating project. As a Kubernetes-native framework for CI/CD, Tekton enables developers to build, test, and deploy across clouds by treating pipelines as ...
Five Great DevOps Job Opportunities
Mike Vizard | | devops jobs, DevOps Salary Report 2026, infrastructure engineering jobs, Principal DevOps Engineer, Release Management Engineer, Remote DevOps Roles, SAP Careers, Senior Lead Software Engineer, tech hiring trendsExplore this week’s top DevOps career opportunities featuring roles at SAP, Maximus, Inc., and Bellota Labs. Salaries range from $115k to $337k for senior and lead positions ...
