Contributed Content
How eBPF and OpenTelemetry Have Simplified the Observability Function
Morgan McLean | | auto instrumentation, ebpf, endpoint visibility, Grafana Labs, instrumentation, kernel level, kubernetes, legacy applications, linux, metrics, monitoring, network observability, OBI, observability, observability adoption, observability practice., OpenTelemetry, OpenTelemetry Injector, RED metrics, SDKs, security concerns, Splunk, supply chain, telemetry, third party software, traces, vendor neutral, zero code instrumentationOverview arguing that OpenTelemetry eBPF Instrumentation (OBI) — combined with OpenTelemetry Injector — removes barriers to full observability by enabling zero-code, kernel-level telemetry for Kubernetes and Linux environments, solving language, legacy, and ...
Zero Downtime Multicloud Migrations for Observability Control Planes
Deven Chawla | | control planes, distributed systems, multicloud, observability, platform engineeringMost platform teams aren’t deciding whether they’ll run across multiple clouds. They already are, or they’ll be soon. The real question is how to migrate critical systems without turning on-call into a ...
How We Got Here: Alert Fatigue to Decision Fatigue
AI and observability reduced alert fatigue, but decision fatigue remains. Decision architecture helps DevOps teams scale operational judgment ...
On-Call Rotation Best Practices: Reducing Burnout and Improving Response
Neel Shah | | alert fatigue, alert hygiene, automated remediation, burnout prevention, incident management, incident postmortem, mttr, observability, on‑call best practices, on‑call compensation, on‑call metrics, OpsGenie, pagerduty, platform engineering, rotation models, runbook automation, Runbooks, shadow rotation, SREPractical SRE on‑call guide covering rotation models, alert hygiene, runbooks, metrics, compensation, shadowing, and automation to cut pager load and prevent engineer burnout ...
Can QA Reignite its Purpose in the Agentic Code Generation Era?
Tzvika Shahaf | | agentic AI, AI code generation, flaky tests, QA automation, sdlc, software testingAI-generated code is accelerating development but it exposes a deeper issue. Why deterministic infrastructure is becoming the foundation of agentic QA ...
Unlocking Observability by Design With Inferred Schemas
Nicolas Takashi | | observability, OpenTelemetry, platform engineering, schema governance, telemetry pipelinesObservability systems generate massive telemetry, but schema drift creates friction. Learn how inferred schemas and OpenTelemetry Weaver restore structure ...
Context Engineering is the Key to Unlocking AI Agents in DevOps
Abhijit Ubale | | AI agents, automation, context engineering, context management, data governance, devops, incident management, kubernetes, memory architectures., Model Context Protocol, observability, operational complexity, performance optimization, production-grade agents, Productivity, scaling AI, selective context injection, structured memory, tool integration, workflow efficiencyExplore how context engineering is essential for transforming AI agents from experimental prototypes to reliable production tools in DevOps. Understand its impact on automation workflows, accuracy, and scalability ...
I Learned Traffic Optimization Before I Learned Cloud Computing. It Turns Out the Lessons Were the Same.
Harshit Omar | | cloud infrastructure, cloud optimization, cloud resilience, infrastructure portability, multi-cloud strategyI wanted to be a race car driver before I knew what a data center was. I started in traffic, not in the cloud. This was not a childhood dream driven by ...
The Future of AI in Software Quality: How Autonomous Platforms are Transforming DevOps
Igor Kirilenko | | agentic AI, CI/CD pipelines, devops automation, software quality, static analysisAgentic AI is transforming DevOps by embedding autonomous quality checks into CI/CD pipelines, improving code security, coverage and speed ...
How OPA Changed Our Go-No-Go Forever
Learn how Open Policy Agent (OPA) transformed go/no-go releases from subjective meetings into automated, auditable, policy-driven decisions embedded directly in the CI/CD pipeline ...
The Great Infrastructure Migration: Why Teams are Moving From Manual Provisioning to Autonomous Platforms
Neel Shah | | autonomous infrastructure, DevOps productivity, infrastructure automation, platform engineering, self-service infrastructureAutonomous infrastructure platforms replace manual provisioning, accelerating delivery, improving compliance and freeing platform teams to focus on strategic work ...
The Hidden Security Risks in Modern JavaScript Frameworks and How React Teams Can Reduce Them
Samuel Ogbonna | | client-side rendering security, client-side vulnerabilities, content security policy, Dependency Management, frontend attack surface, frontend security best practices, input validation, JavaScript dependencies, JavaScript security, JavaScript vulnerabilities, modern JavaScript frameworks, NPM security, React application security, React security risks, secure React development, SPA security, state management security, third-party libraries risk, web application security, XSS attacksReact and modern JavaScript frameworks accelerate development—but hide serious security risks. Learn where vulnerabilities come from and how to reduce client-side attack surfaces ...
