Business of DevOps
Code Quality and Security Risks of AI-Generated Code
Joydip Kanjilal | | AI attack surface, AI code security, AI coding assistants, AI development tools, AI model limitations, AI security challenges, AI training data vulnerabilities, AI-generated code, AI-powered development risks, automated code review, ChatGPT code generation, CI/CD security scanning, code quality risks, code security best practices, dependency risks, developer awareness, GitHub Copilot risks, hallucinated code, human-led code review, inefficient algorithms, insecure AI code, insecure code patterns, poor code maintainability, secure coding practices, software development security, spaghetti code, technical debt from AI toolsAI-powered tools and coding assistants have become popular and widely used among software developers for several reasons. They promise to deliver not only speed and comfort but also a tool for filling ...
Enterprise IntelliScope: A Cloud-Native Cognitive Reliability Framework for AI-Driven Incident Management
Hrushikesh Deshmukh | | AI automation for SRE, AI-driven observability, cloud-native monitoring architecture, cognitive observability framework, Enterprise IntelliScope, explainable AI for DevOps, GNN-based dependency mapping, human-in-the-loop governance, hybrid cloud reliability engineering, intelligent observability blueprint, Kubernetes AI observability, MTTR reduction AI, multi-cloud incident management, multi-cloud telemetry platform, OpenTelemetry enhancement, predictive alerting systems, proactive incident prevention, RAG incident analysis, SRE automation framework, unified observability consoleDiscover how Enterprise IntelliScope unifies observability, AI reasoning and human-in-the-loop governance to deliver proactive incident management and reliability at scale ...
Five Great DevOps Job Opportunities
Post-holiday job search? Check out our weekly jobs report for inspiration, including roles at Alta IT Services and Belay Technologies ...
Why Up to 70% of SRE Initiatives Stall Before They Scale — and How to Break the Plateau
Akash Thakur | | automation, cloud-native reliability, Cultural Change, DevOps transformation, error budgets, incident management, KPIs, leadership alignment, legacy bottlenecks, modernization barriers, observability, Operational Excellence, reliability engineering, site reliability engineering, SLOs, SRE, SRE adoption challenges, SRE maturity model, SRE plateau, SRE training, toil reductionMany SRE initiatives stall because organizations adopt the title without the principles. True SRE success requires leadership vision, cultural change, shared KPIs and continuous maturity measurement—not tools alone ...
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 ...
Patch or Perish: The Brutal Truth About Vulnerability Management in 2025
Samuel Ogbonna | | Active Risk AI, AI-powered VM, attack surface management, breach costs, Cisco VM, continuous monitoring, CVEs 2025, cybersecurity best practices, delayed patching, exploit prediction, IBM data breach report, Kenna Security, machine learning risk scoring, patch management, predictive prioritization, Rapid7, remediation automation, risk-based prioritization, Tenable, threat-aware prioritization, unpatched vulnerabilities, Vulcan Cyber, vulnerability management, vulnerability scanningVulnerability management in 2025 is overwhelmed by escalating CVEs and costly breaches; organizations must shift from slow, manual patching to continuous, risk-based, AI-powered remediation to stay secure ...
What I’m Thankful for in DevOps This Year: Living Through Interesting Times
Jenn Yarnold | | 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 ...
Endor Labs Adds AI SAST Tool to Discover Vulnerabilities in Code
Mike Vizard | | agentic AI, AI code analysis, AI coding tools, application security, broken access control, code scanning, code security, developer security tools, devsecops, false positives reduction, LLM code vulnerabilities, multimodal static analysis, OWASP Top 10, secure design, Software Supply Chain Security, Static Application Security TestingEndor Labs launches an agentic AI-powered SAST tool that drastically reduces false positives, identifies deeper code flaws and helps DevSecOps teams secure AI-generated code across 40+ languages ...
How to Build Engineering Teams That Drive Outcomes, not Outputs
Catherine McGarvey | | customer and business outcomes, devops, Engineering best practices, engineering silos, outcome-based teams, Product and designOutcome-based engineering teams focus on delivering real customer and business impact, aligning goals, adapting quickly, and collaborating across roles to drive results ...
Modular & Shift-Left Observability for Modern DevOps Pipelines
Shift-left observability makes monitoring a modular, built-in part of DevOps—improving reliability, cost efficiency, and visibility across modern cloud-native systems ...
The Hidden Cost of “Free” Open Source Infrastructure
John Amaral | | accountability, Modern container security, modern software development, Open Infrastructure, Sustainable stewardship, transparencyWhen the OpenSSF, PyPI, Rust Foundation, and OpenJS recently declared that "Open Infrastructure Is Not Free," they highlighted a crisis that affects every organization building modern software. Behind every container image pulled, every vulnerability scan and every automated ...
Five Great DevOps Job Opportunities
This Thanksgiving week, we share a fresh DevOps jobs report: Top roles and opportunities for professionals looking to level up their careers ...
