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Perspectives on AI, cloud & data engineering

Practical articles on AI training, cloud platforms, data engineering, and the skills teams need to build production systems.

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2 articles · 2024–2025

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2025

1 article

2025
AGENTIC AIMay 21, 2025·1 min read

Model Context Protocol (MCP) and the Tool-Use Standard for 2025

MCP emerged as a common way to connect LLMs to data and tools. Why integrators cared and how it compared to ad-hoc function calling.

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2024

1 article

2024
DEVELOPER TOOLSSep 9, 2024·2 min read

AI-Assisted Development in 2024: Copilot, Cursor, and the New SDLC

GitHub Copilot and AI-native editors reshaped how developers wrote code in 2024. What changed in reviews, testing, and junior onboarding?

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