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AI Insights

Thoughts on AI, Data Science, and the Future of Tech

Pluribus and AGI
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.

Automation
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.

Skills
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.

Voice-First Workflow
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.

Custom Commands
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.

AI-Powered Workday
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.

Token Economy
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.

SpecKit Code Constitution
Dec 1, 2025 · 6 min

The Code Constitution: Scaling Enterprise Standards

Stop being the "Standardization Police." Bake your enterprise rules into AI's Constitution.

Power Automate Data Science
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.

Full-Stack Data Professional
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.

Vibe Coding
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.

Experience Detector
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.

Low-Code Platforms
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%.

Data Science Team Future
Sep 15, 2025 · 4 min

Beyond Algorithms: The Data Science Team of Tomorrow

Transform data scientists from implementers into strategic problem-solvers.

GenAI DevOps
Feb 19, 2025 · 5 min

GenAI: The Transformation of DevOps

LLMs and low-code platforms are rapidly making traditional DevOps practices obsolete.

Productionizing GenAI
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.