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McRolly NWANGWU

Engineering leader who builds AI-powered systems that do real work autonomously. Writing about cloud architecture, agentic AI, and the messy reality of shipping software.

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Mistral Voxtral TTS — what open-source, on-device voice AI means for local human-AI interaction and the cloud TTS business model

Mistral Voxtral TTS — what open-source, on-device voice AI means for local human-AI interaction and the cloud TTS business model

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10 min read
AI in Customer Support: How Teams Are Deflecting 50% of Tickets Without Sacrificing CSAT

AI in Customer Support: How Teams Are Deflecting 50% of Tickets Without Sacrificing CSAT

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7 min read
AI Code Review in Practice: How DevOps Teams Are Cutting PR Cycle Time with Claude and Codex

AI Code Review in Practice: How DevOps Teams Are Cutting PR Cycle Time with Claude and Codex

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10 min read
Cloud Cost Optimization in the Age of AI Workloads: A Practical Guide for Engineering Leads

Cloud Cost Optimization in the Age of AI Workloads: A Practical Guide for Engineering Leads

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10 min read
Claude Certified Architect vs. AWS Certified Solutions Architect: Which Certification Delivers More Career ROI in 2026?

Claude Certified Architect vs. AWS Certified Solutions Architect: Which Certification Delivers More Career ROI in 2026?

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10 min read
Apple Blocks Updates for AI Vibe-Coding Apps

Apple Blocks Updates for AI Vibe-Coding Apps

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5 min read
OpenClaw vs NemoClaw

OpenClaw vs NemoClaw

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5 min read
How to Prepare for the Claude Certified Architect Exam: A Technical Roadmap

How to Prepare for the Claude Certified Architect Exam: A Technical Roadmap

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6 min read
Inside Anthropic's Claude Certified Architect Program — What It Tests and Who Should Pursue It

Inside Anthropic's Claude Certified Architect Program — What It Tests and Who Should Pursue It

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5 min read
AI Alignment, Catastrophic Risk, and Why Governments Are Finally Paying Attention

AI Alignment, Catastrophic Risk, and Why Governments Are Finally Paying Attention

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8 min read
Codex Code Review vs Claude Code: AI Code Review Comparison

Codex Code Review vs Claude Code: AI Code Review Comparison

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8 min read
Google Integrates Gemini AI Deeply into Workspace Apps

Google Integrates Gemini AI Deeply into Workspace Apps

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5 min read
The unfair advantage: AI content workflows for lean marketing teams

The unfair advantage: AI content workflows for lean marketing teams

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6 min read
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