Business of DevOps
(Almost) Seven Signs That Your JavaScript Project is Legacy
Artem Barmin | | Code Assessment, code quality, Component Architecture, Engineering Practices., ES6 Syntax, incident management, jQuery Usage, Legacy JavaScript, Modern JavaScript, Outdated Dependencies, Runbooks, software development, software modernization, testing strategy, web developmentLearn 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
Venkata Nedunoori | | Approval Processes, automation, continuous change, devops, Friction Reduction, Gates vs. Guardrails, Human Oversight, incident management, Metrics for Success, operational efficiency, Policy Compliance., risk management, Security Controls, Security Workflow, Trust in SecurityDiscover 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
Abigail Wall | | Agent Mitigation, AI agents, AI Best Practices, AI security, cloud infrastructure, Continuous Evaluation, Data Exfiltration, Environment Orchestration, Incident Analysis, incident management, incident response, Mitigation Strategies., Public APIs, reliability engineering, risk management, Security ControlsExplore 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
Muhammad Yawar Malik | | AI integration, Automated Resolution, Autonomous SRE, Cross-Organization Learning, Human Oversight, incident management, Incident Prevention, infrastructure automation, operational efficiency, performance metrics, Predictive Architecture, Reasoning Agents, self-healing systems, SRE tools, system reliabilityPart 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
Muhammad Yawar Malik | | AI in SRE, Autonomous Systems, Confidence Calibration, continuous monitoring, Failure Patterns, human-in-the-loop, incident management, Incident Prevention, machine learning, operational efficiency, Predictive Intelligence, Problem Detection, Reasoning Agents, root cause analysis, SRE, tool integrationPart 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
Muhammad Yawar Malik | | AI agents, AI in SRE, automation, Autonomous Systems, Cost Justification, engineering efficiency, human-in-the-loop, incident management, Incident Prevention, LLM, observability, Operational Toil, Predictive Systems, Reasoning Systems, Runbooks, Safe Action Execution, SREPart 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
Parthiban Rajasekaran | | agile development, AI-assisted development, Change Failure Rate, Code Review Practices, continuous improvement, Delivery Systems, DevOps practices, engineering teams, Fast Delivery, governance, incident management, kubernetes, mean time to restore, observability, Resilient Systems, Risk-Based Tiering, software quality, technical debtDiscover 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
Tom Smith | | Agent Architecture, Agent Experience, AI coding assistants, AI Development Systems, AI Software Engineering, code refactoring, Confucius SDK, developer experience, Hierarchical Working Memory, Modular Interfaces, Performance Evaluation, Persistent Memory, Problem-Solving Styles., software development, SWE-Bench-Pro Benchmark, Tool Management, user experienceExplore 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
Luis Peña | | Cognitive Barrier, developer tools, developer workflow, Development Speed, Embedded Components, Engineering Oversight, error handling, Integration Safeguards, LLM Context, Manual Coding, natural language processing, Payment Flows, Payments Integration, Prototyping Payments, Recurring Payments, Revenue Opportunities, software development, Startup Payments, Tokenization, vibe codingExplore 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
Saqib Jan | | Agent-Centric Testing, AI Red Team, AI Supervisor, autonomous AI agents, Behavior Validation, Compliance Requirements, Contextual Assertion Frameworks, Continuous Evaluation, Dynamic Testing, Infrastructure for Testing, MLOps, observability tools, QA Transformation, Reasoning Replay, software quality assurance, Testing Frameworks, Usability Testing for AI, Validation Frameworks.Discover how the emergence of autonomous AI agents is revolutionizing software quality assurance, emphasizing behavior validation, MLOps, and dynamic testing frameworks ...
From Automation to Autonomy: What AIOps Actually Looks Like Today
Ankush Dhar | | AI for IT operations, AI incident management, AI observability, AI runbook automation, AIOps, autonomous operations, DevOps automation limits, incident triage AI, MTTR reduction, operational automation AI, support ticket deflectionFor years, engineering leaders have been promised that automation would shrink operational work. CI/CD pipelines, runbooks, chatbots and DevOps tooling were supposed to mean reduced tickets, fewer incidents and fewer 3 a.m ...
Making CI/CD Pipelines Truly Autonomous — Safe and Observability-Driven Workflows With TypeScript, Python and Contract-First API Testing
Sapan Tiwari | | API contract testing, autonomous CI/CD pipelines, CI/CD observability, contract-first API testing, devops automation, devops best practices, pipeline orchestration, Python DevOps automation, Self-Healing Pipelines, TypeScript contractsLearn how to design safe, observable, and autonomous CI/CD pipelines using contract-first API testing, TypeScript for contract safety, Python for orchestration, and observability-driven decision making ...
