Feb 15, 2026 · 7 min
From MLOps to AgentOps: The Next Evolution in AI Operations
DevOps took a decade to mature. MLOps took five years. LLMOps took two. Now AgentOps is emerging—and most teams aren't ready for what it demands.
Feb 9, 2026 · 7 min
Kubernetes GPU Orchestration on AKS: A Practical Guide for ML Teams
Your data scientists each have their own GPU VM on Azure ML. They're expensive, underutilized, and nobody shares. Here's the path from VM sprawl to orchestrated workloads.
Jan 25, 2026 · 7 min
The Vibe Coding Trap: Why AI-Generated Code Needs Experienced Eyes
Last week I interviewed a data scientist who showed me his Claude Code history. He built an app in record time. The logic was wrong, and he couldn't explain a single line.
Jan 6, 2026 · 6 min
Pluribus and the Agentic Future: What a TV Show Taught Me About AGI
Vince Gilligan's new sci-fi hit isn't just entertainment—it's a blueprint for understanding multi-agent systems and the AGI debate.
Jan 2, 2026 · 10 min
Automation - Claude Works While You Sleep
Birthday reminders, daily digests, and cron jobs for the AI age. Set it once, run forever.
Jan 2, 2026 · 10 min
Skills - Embed Your Rules Into AI
Stop repeating yourself. Let Claude remember your standards. Company rules, compliance checks - all automatic.
Jan 2, 2026 · 10 min
Voice-First Workflow - Talk, Don't Type
Your meeting just ended. In 2 minutes, you have action items ready. SuperWhisper, Ollama, and the voice-to-action pipeline.
Jan 2, 2026 · 9 min
Custom Commands - Your Personal AI Assistant
Build /start_my_day and never miss a task again. Connect Jira, Confluence, OneDrive - all in one command.
Jan 2, 2026 · 11 min
The AI-Powered Workday | Claude Code Series
Claude Code isn't just for programmers - it's for anyone who wants to 10x their productivity.
Dec 25, 2025 · 7 min
Tokens: The New Currency You're Already Spending
We've moved from unlimited SaaS to metered AI. Tokens aren't just billing units—they're becoming the universal currency of intelligence.
Dec 1, 2025 · 6 min
The Code Constitution: Scaling Enterprise Standards
Stop being the "Standardization Police." Bake your enterprise rules into AI's Constitution.
Nov 25, 2025 · 6 min
Power Automate is Not Just for "Business Users"
The smartest engineers don't build what they can configure. Decouple Compute from Communication.
Oct 22, 2025 · 7 min
Beyond the Backend: Why Data Pros Must Be Full-Stack
The modern mandate is not just model deployment, but product delivery—database to browser.
Sep 3, 2025 · 6 min
Vibe Coding: The Essential Role of Experience
Vibe Coding is powerful, but only if you know what you're doing. Experience still matters.
Jul 5, 2025 · 5 min
The Experience Detector: Interviewing in the AI Age
How to discern genuine expertise from well-prompted answers in the age of ChatGPT.
Aug 10, 2025 · 6 min
The End of the Endless Backlog: Low-Code
Empower stakeholders to solve 80% of problems, freeing data science for the complex 20%.
Sep 15, 2025 · 4 min
Beyond Algorithms: The Data Science Team of Tomorrow
Transform data scientists from implementers into strategic problem-solvers.
Feb 19, 2025 · 5 min
GenAI: The Transformation of DevOps
LLMs and low-code platforms are rapidly making traditional DevOps practices obsolete.
Jan 1, 2025 · 7 min
Why It's Harder Than It Seems
Moving from prototype to production uncovers a web of challenges in GenAI development.