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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 ...
GitHub to Leverage User Code for AI Model Training, Allows Opt-Out
GitHub is preparing a significant change to how it trains the AI models behind its Copilot coding assistant. Beginning April 24, the Microsoft-owned platform will collect user interaction data by default to ...
Sysdig Adds Runtime to Secure AI Coding Agents
Sysdig this week at the RSA Conference (RSAC) revealed it has created a runtime that makes it possible to securely deploy artificial intelligence (AI) coding tools. Jonas Rosland, director of the open ...
Security as Code is Becoming the New Baseline: Continuous Compliance in DevOps
Muhammad Yawar Malik | | admission control Kubernetes, automated audit logs, CIS benchmarks automation, Cloud-native governance, continuous compliance, devsecops automation, DORA compliance DevOps, EU Cyber Resilience Act security, infrastructure as code security, platform engineering security, policy as code, Rego policy enforcement, Security as Code 2026, security feedback loops, SOC 2 continuous monitoringThere was a time when compliance meant a quarterly ritual. Someone from security would walk over with a spreadsheet, ask a few questions, tick a few boxes and disappear until the next audit cycle ...
Sophisticated Supply Chain Attack Targeting Trivy Expands to Checkmarx, LiteLLM
Jeff Burt | | AI (Artificial Intelligence), AI supply chain attacks, Aqua Security Trivy, Checkmarx, Cloud Security, credentials, exposed secrets, GitHub Actions, LiteLLM, microsoft, Palo Alto Networks, Sysdig, TeamPCPThe supply chain attack that compromised Aqua Security’s Trivy open source security vulnerability scanner and its associated GitHub Actions earlier this month continues to expand, with software development tools from Checkmarx and ...
Akuity Adds Ability to Customize Kargo Pipelines
Akuity this week at the KubeCon + CloudNativeCon Europe conference revealed it has added an ability to customize the steps used to promote applications into a production environment using a Kargo orchestration ...
The AIRE Gap: Why Organizations Are Buying AI SRE Tools They Aren’t Ready to Use
Akash Thakur | | agentic AI guardrails, AI incident response, AI Reliability Engineering 2026, AI SRE startups, AI-as-a-judge evaluation, AIRE maturity model, autonomous incident mitigation, blast radius AI failure, Braintrust LLM monitoring, hallucination rate monitoring, Incident.io AI, Langfuse observability, LLM SLOs, model drift SRE, non-deterministic system monitoring, prompt-completion correlation, Runbook Debt, semantic conventions OpenTelemetry, technical debt amplification, telemetry fragmentationAI Reliability Engineering (AIRE) is here, but is your organization ready? Discover why 80% of AI projects fail due to "Runbook Debt" and why traditional SLOs are meaningless for non-deterministic AI agents ...
Why Investing in DevOps Platforms Pays off for Businesses
Johnbosco Ejiofor | | cost of downtime 2026, Detutu Media DevOps, developer autonomy, DevOps platform market 2028, DevSecOps market valuation, DORA Report 2025 AI, GitOps reliability, golden paths DevOps, hybrid cloud adoption, IDP ROI, Internal Developer Platforms 2026, multi-cloud strategy 2024, Platform Engineering growth, platform governance cloud costs, policy as code, SBOM compliance, Segun Onibalusi, SLSA standards, trust paradox software, value stream managementExplore why 80% of organizations are adopting Internal Developer Platforms (IDPs) by 2026. From reducing setup time by 40% to mitigating $9,000-per-minute downtime costs, discover the undeniable ROI of platform engineering, "golden ...
