The Four Knobs of AI Agent Reliability: A DevOps Perspective
AI agents aren’t chatbots—they’re systems that act. This guide cuts through the hype to show how DevOps teams can configure, trust, and run AI agents reliably in production.
Five Great DevOps Job Opportunities
This week, DevOps.com spotlights open roles at NVIDIA, Travelers, Tessera Labs, Sherwin-Williams, and ThinKom Solutions to help engineers advance their careers.
N. Korea Contagious Interview Campaign Turns to VS Code to Deliver Backdoor
Jamf security researchers said state-sponsored espionage actors are using malicious VS Code projects to steal information.
DevOps: The Never-Ending Story
A reflective take from Alan on why DevOps endures, adapts, and remains a human-centered practice in an era of platforms and AI.
Stop Worshipping ‘Global Availability’: A Practical SLI/SLO Bucketing Playbook
Global availability hides real failures. Learn why bucketed SLIs give a truer picture of reliability—and how SRE teams can align alerts with real business impact.
AWS Sage: Your AI Assistant’s Gateway to the Cloud
AWS Sage is an open-source MCP server that gives AI assistants unified, intelligent access to AWS with cross-service discovery, dependency mapping, impact analysis, and automated incident investigation.
Autoptic Unfurls AI Change Resilience Agents to Analyze Telemetry Data
Autoptic launches AI-powered change resilience agents that analyze DevOps telemetry to detect root causes, prevent incidents, and boost confidence before production changes.
Resilient Middleware at Scale: Using YAML and Ansible to Harden Apache, WebLogic and Tomcat
Transform your middleware into a resilient powerhouse with automation, consistent configuration, and progressive delivery. Discover how to reduce downtime and increase stability across Apache, Tomcat, WLS, and more.
DevOps Didn’t Fail — We Just Finally Gave it the Tools it Deserved
Charity Majors delivers a wake-up jab to DevOps, sparking debate on its evolution and success. Is it a failure or just getting interesting? Alan dives into the discussion.
Five Great DevOps Job Opportunities
Discover top DevOps job opportunities this week from JP Morgan Chase, SpaceX, BBR Partners, Fox Corp, and Veeva Systems, designed to help professionals advance their careers.
Establishing DevOps for Mainframe Applications
Mainframes don’t have to block DevOps. Learn how extending CI/CD, Git, and security scanning to mainframe applications modernizes delivery without replacing mission-critical systems.
FinOps Meets DevOps: Engineering Cost Ownership in 2026
In 2026, cloud cost overruns stop being finance’s problem and become an engineering responsibility. Here’s how treating cost as code finally makes FinOps work.
Your AI Agents Have a Blind Spot: What DevOps Teams Need to Know About Cross-LLM Security
Explore the challenges of AI agents in DevOps pipelines, highlighting the importance of model-aware detection to improve security and reduce vulnerabilities.
(Almost) Seven Signs That Your JavaScript Project is Legacy
Learn how to identify legacy JavaScript projects by examining outdated practices, architectural choices, and testing strategies that can hinder development.
Security Controls That Slow Teams Are Usually Poorly Designed
Discover strategies to enhance security controls in DevOps, emphasizing the shift from gates to guardrails and the importance of designing around real workflows.
Lessons from 2025: The Year “Agent Mitigation” Became a Thing
Explore the emergence of agent mitigation as a formal discipline in response to 2025’s AI failures, highlighting best practices for secure and reliable AI agent deployment.
Part 3: The Zero-Touch Infrastructure: Architecting Systems That Fix Themselves
Part 3: Discover how autonomous SRE transforms incident management and system reliability, enabling self-healing systems that reduce reliance on human intervention.
Part 2: From Reactive to Predictive: Training LLMs on Your Incident History
Part 2: Discover how to harness incident history and AI to predict and prevent operational issues before they escalate, improving efficiency in Site Reliability Engineering.
Part 1: Death of the Toil: How AI Agents Are Replacing Traditional Runbooks
Part one of a three-part series: Discover how AI-driven reasoning agents are revolutionizing SRE practices by eliminating traditional toil and enhancing incident management.
Beyond the Prompt: A Quality-First Framework for AI-Assisted Engineering
Discover strategies for managing AI-generated technical debt and maintaining quality in software delivery as engineering teams accelerate their development processes.
Meta Introduces Confucius Code Agent: A New Approach to AI-Powered Software Engineering
Explore the Confucius Code Agent by Meta and Harvard, designed to enhance productivity in software engineering with a focus on agent architecture and operational performance.
Vibe Your Way Into Payments With More Approachable Payment Integration
Explore how vibe coding is changing the landscape of software development, simplifying payments integration and enabling faster prototyping using natural language.
Ready or Not, AI is Rewriting the Rules for Software Testing
Discover how the emergence of autonomous AI agents is revolutionizing software quality assurance, emphasizing behavior validation, MLOps, and dynamic testing frameworks.