Cloud, Data, and DevOps Engineering, Demystified
Practical insights on AWS, GCP, Data Engineering, and DevOps automation, tutorials built from real-world engineering experience you can actually use.
Latest Articles
view blog →Deploying a Python MCP Server on AWS EC2 Using AWS CDK
Learn how to deploy a FastMCP server to AWS EC2 using AWS CDK, configure Claude Desktop with a local proxy bridge, and manage the full lifecycle including secure cleanup.
Read moreGoogle AI Agents Live + Labs Benelux 2025: Hands-On with ADK and Winning the Hackathon Experience
This article reflects on our experience at Google AI Agents Live + Labs Benelux 2025, highlighting hands-on work with the Agent Development Kit (ADK) and a deep dive into our winning hackathon project: a production-oriented DataOps AI agent built on Google Cloud.
Read moreMCP vs RAG vs Function Calling – Understanding the Differences Clearly
As LLM architectures mature, teams often struggle to choose between MCP, RAG, and function calling. This article provides a clear, practical comparison of these approaches, explains what each one actually solves, and shows how they work together in real production systems.
Read moreLatest News
view news →Latest in Tech, 20 July 2026
Moonshot AI ships the largest open-source model yet with Kimi K3, Anthropic pushes Claude Cowork to mobile and the web, a four-lab price war reshapes frontier model pricing, AWS deals with both a CloudFront outage and a billing bug that showed customers bills in the billions, and .NET and Python both ship routine but notable updates.
Read moreLatest in Tech, 3 July 2026
Anthropic ships Claude Sonnet 5 at a steep discount and restores Fable 5 after US export controls lift, Google pushes Gemini 3.5 Pro to July, Meta plots a cloud business to resell AI compute, and Next.js 16.3 lands persistent build caching.
Read moreLatest in Tech, 26 June 2026
OpenAI and Broadcom ship the Jalapeño inference chip, Anthropic accuses Alibaba of a 28.8-million-query model-distillation campaign, Google's Gemini 2.5 Pro gains Deep Think mode, GPT-4.5 exits ChatGPT tomorrow, and Node.js 26.4.0 arrives.
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