Contributed Content
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 ...
AI-Generated Apps Without DevOps: A Security Disaster Waiting to Happen
Sannan Ali | | AI coding assistants, application security, CI/CD security, devops, Software Supply ChainA small internal tool was built over a weekend. An engineer used an AI coding assistant to generate most of the backend. A simple interface was added, a few API calls were ...
Beyond the Build: Integrating Security into CI/CD Pipelines
In today's fast-paced software development landscape, Continuous Integration and Continuous Deployment (CI/CD) pipelines are essential for delivering applications efficiently. However, the speed and automation they offer can inadvertently introduce security vulnerabilities if ...
Bridging the IT Divide Without Breaking What Already Works
Modernizing SQL Server infrastructure means balancing stability, automation and uptime across legacy and modern IT environments ...
The Great Decoupling: Scaling the Outer Loop for the Agentic Era
Nassir Khan | | AI coding agents, AI-SDLC, compliance automation, devsecops, software development lifecycleThe "Inner Loop" of software development—the iterative cycle of writing, building, and debugging code—has just broken the sound barrier. With the emergence of agentic coding tools like Claude Code and GitHub Copilot ...
Reimagining AI-Assisted Coding for Team Scale in Enterprises
AI coding tools have advanced rapidly, but most are still designed around the individual developer. Their effectiveness depends heavily on a user’s ability to write understandable prompts, preserve architectural coherence across sessions, ...
The Trust Problem With AI Agents in Production Pipelines
AI agents boost DevOps pipelines, but confident failures create risk. Here’s how to design for calibrated trust and human oversight ...
The Velocity Trap: Why Shipping Faster Is Making Systems Worse
Muhammad Yawar Malik | | engineering culture, observability, reliability, Site Reliability Engineering (SRE), software delivery, technical debtThere is a particular flavour of engineering dysfunction that looks, from the outside, like peak performance. Deployments are frequent. Sprint velocity is high. The feature backlog is shrinking. Leadership is pleased. And ...
Documentation is Dead. Long Live Documentation.
Avi Cavale | | AI tools, developer productivity, documentation, engineering culture, knowledge managementWhy traditional documentation fails and how capturing knowledge during work creates a living, scalable system of record ...
AIOps Isn’t Optional Anymore: What Modern DevOps Teams Must Adapt To
Michael Chukwube | | AIOps, devops automation, incident response, machine learning operations, observabilityAIOps is becoming essential for DevOps teams, enabling faster incident response, less alert noise and improved reliability at scale ...
The Vibing Continuum: How Software Will Vibe its Way Through Agentic Engineering
Nagendra Rao | | Agentic Engineering, AI agents, AI-assisted coding, Codex, Dark Software Factory, Future of Programming, Junior Engineer Training, Outcome-Focused Engineering., Replit, software development lifecycle SDLC, Technical Orchestration, vibe codingExplore the philosophical and practical shift from traditional programming to "vibe coding" and agentic engineering, where software is increasingly spoken into existence rather than written line-by-line ...
