MCP

Beyond Code Generation: AI for the Full Data Science Workflow

feeling a relentless sense of AI FOMO. Daily, I see people sharing AI suggestions, recent agents and skills they built, and vibe-coded apps. I'm increasingly realizing that adapting quickly to AI is becoming...

Claude Skills and Subagents: Escaping the Prompt Engineering Hamster Wheel

For those who’ve been constructing with LLMs for some time, you’ve probably lived through this loop again and again: you are taking your time crafting an important prompt that results in excellent results, after...

From Monolith to Contract-Driven Data Mesh

, the move from a standard data warehouse to Data Mesh feels less like an evolution and more like an identity crisis. At some point, every little thing works (possibly “works” is a stretch, but...

Keep MCPs Useful in Agentic Pipelines

Intro applications powered by Large Language Models (LLMs) require integration with external services, for instance integration with Google Calendar to establish meetings or integration with PostgreSQL to get access to some data.  Function calling Initially these...

Tools for Your LLM: a Deep Dive into MCP

technique that may turn LLMs into actual agents. It's because MCP provides tools to your LLM which it will possibly use to retrieve live information or perform actions in your behalf. Like all other...

How I Use AI to Persuade Corporations to Adopt Sustainability

than convincing someone of a truth they can not see in their very own data. Data science and sustainability experts face the identical problem: our concepts could also be too abstract and theoretical, making...

Deploy Your AI Assistant to Monitor and Debug n8n Workflows Using Claude and MCP

n8n workflows in production, the stress of hearing that a process failed and needing to dig through logs to seek out the basis cause. User: Samir, your automation doesn't work anymore, I didn't...

Stopping Context Overload: Controlled Neo4j MCP Cypher Responses for LLMs

models connected to your Neo4j graph gain incredible flexibility: they'll generate any Cypher queries through the Neo4j MCP Cypher server. This makes it possible to dynamically generate complex queries, explore database structure, and...

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