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News
Structure of an MCP Project: What Production Teams Get Wrong
11+ hour, 40+ min ago (288+ words) The MCP Demo Worked. The Production System Didn’t. A few months ago, I reviewed an AI platform initiative that had become a leadership …...
How Microsoft Implementation Services Enable Modernization
19+ hour, 32+ min ago (512+ words) Most companies don’t keep legacy systems because they love them — they keep them because ripping them out and starting over is expensive and disruptive. So instead, they keep patching around the edges, and over time, a handful of predictable problems…...
A Recruiter Does Not Need to See All 28 of My SOC Projects
1+ day, 12+ hour ago (36+ words) They need to see the projects that provide the strongest evidence for the role I built 28 cybersecurity projects in public to develop …...
Scoped API Keys for CI Pipelines: Least-Privilege Rotation After Build Log Leaks
2+ day, 7+ hour ago (639+ words) Short answer: give each CI job a short-lived, narrowly scoped API key, keep it out of build output, and make revocation a tested path rather than an incident-day improvisation. The deciding constraint is blast radius: one leaked key should be…...
Zhengrui Lu’s AI Intelligent Mentor System Brings Real-Time, Adaptive Guidance to DevOps Education
5+ day, 2+ hour ago (595+ words) An AI-enabled mentoring framework integrates DevOps workflow data with adaptive reasoning to provide real-time guidance... Zhengrui Lu’s AI Intelligent Mentor System Brings Real-Time, Adaptive Guidance to DevOps Education An AI-enabled mentoring framework integrates DevOps workflow data with adaptive reasoning to…...
4 Common DevOps Deployment Mistakes That Can Break Production
2+ day, 6+ hour ago (30+ words) Common deployment mistakes that can break production — and how to prevent them before they impact users. Shipping code to production is …...
DevOps' Three Ways Were Never About Tooling
2+ day, 14+ hour ago (20+ words) The Three Ways of DevOps go beyond tooling, applying flow, feedback and continual learning across teams, strategy and product development....
My Journey to Cloud & Devops Engineering - Training Assignment 1
4+ day, 18+ hour ago (19+ words) Part A: Identifying Cloud Service Models in Daily Applications Cloud computing provides services... Tagged with cloud, cloudcomputing, devops, learning....
Justin Rajakumar Maria Thason Conferred Honorary Doctorate; New Book on AI-Driven DevOps Launched in New Delhi
5+ day, 1+ min ago (276+ words) New Delhi, 9 September 2026 — The technology leader and author Justin Rajakumar Maria Thason has received an Honorary Doctorate (Honoris Causa) in Computer Science – Artificial Intelligence, Machine Learning and Enterprise Technology (AIMLET) from the Socrates Social Research University Trust at a ceremony…...
AI Has Turned Verification Into the New DevOps Bottleneck
4+ day, 23+ hour ago (209+ words) The next DevOps challenge is proving, quickly and repeatedly that a growing volume of machine-generated change is fit to ship....