Business of DevOps
AI in Production Has a Governance Problem — ISO/IEC 42001 is Starting to Solve It
Moving fast without losing control is the core promise of DevOps. Extending this discipline to AI is the next logical step, supported by existing frameworks. ...
Migration Observability: Measure Meaning, Not Movement
Traditional operational observability focuses on latency, errors, throughput and saturation. Migration observability needs a different category: Semantic drift ...
Capturing Real API Behavior for Regression Testing: Architecture and Implementation
Move beyond scripted predictions. Learn how intelligent regression testing captures real API behavior and detects failures before production ...
The Five Biggest Mistakes Organizations Make When Implementing SRE
Akash Thakur | | AIOps, cultural transformation, error budgets, incident response, observability, platform engineering, site reliability engineering, SLO, SRE, toilFrom cargo-culting Google's playbook to rushing AI-powered observability into production before the fundamentals are in place, here's where SRE transformations quietly go wrong, and how to course-correct. ...
Ten Great DevOps Job Opportunities
DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience. Our goal in these ...
How Open Source Dependency and Repo Attacks Compromise DevOps Pipelines and How to Stay Safe
Alex Vakulov | | CVE, Dependency Governance, log4j, Malicious Code Injection, open source security, Package Managers, SBoM, secure development, supply chain risk, typosquattingModern applications rely on open source components for up to 90% of their code, creating a vast attack surface dominated by inhemalicious supply chain injections. High-profile incidents like Log4j and the sabotage ...
Open Source Contribution is About More Than Just Altruism
Laura Czajkowski | | community engagement, Linux Foundation, open source ROI, open source software, private forks, Software Supply Chain, technical debt, upstream contributionPassive consumption of open source software creates hidden costs, including $670,000 annually in internal workarounds; however, organizations that shift to upstream contribution report up to 5x returns through improved talent retention and ...
GitHub’s Spec Kit Puts the Spec Back in Software Development
Tom Smith | | AI coding agents, devops automation, GitHub Copilot, GitHub Spec Kit, software governance, Spec-Driven Development (SDD), technical debt, vibe codingGitHub’s open-source Spec Kit aims to eliminate "vibe coding" by prioritizing durable specifications over vague prompts, providing a structured, agent-agnostic workflow for Copilot, Claude, and Gemini ...
When Should a DevOps Agent Act Without Human Approval?
Bala Priya C | | agentic DevOps, AI agents, AI Governance, approval fatigue., automated remediation, blast radius, DevOps autonomy, human-in-the-loopDeploying AI agents in DevOps requires a granular approach to autonomy based on reversibility, blast radius, signal quality, and time sensitivity to build organizational trust ...
NetDevOps Isn’t Stalled, it’s Stuck on the Wrong Problem
Tim Schreyack | | AI readiness, intent-driven networking., NetDevOps, NetDevOps skills gap, network automation, network engineering, Organizational Change, source of truthWhile technical tools like Python and Ansible are mature, 44% of professionals identify cultural and organizational hurdles as the primary barriers to NetDevOps adoption and successful automation ...
Mistral Moves Coding Agents to the Cloud — and Gets Out of Your Way
Mistral's latest release shifts AI-assisted development from your laptop to the cloud. Here's what that means for development teams ...
Ten Great DevOps Job Opportunities
DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience. Our goal in these ...
