8 min readBackend
Function Calling vs Structured Output: Choosing an Interface
Explore the differences between function calling and structured output. Learn how to select the optimal interface for backend developers and API designers.
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Llm Integration
Read 3 articles on Llm Integration by Ashish Srivastava — practical guides covering implementation patterns, security, and production lessons.
3 posts
6 min readDevelopmentFeatured
Building Your First MCP Server in Python
Learn how to build your first MCP server in Python. This guide walks through setting up the FastMCP SDK, defining tools, and connecting to AI clients.
Part 1 · MCP in Depth
6 min readDevelopmentFeatured
The Tool-Calling Loop, Implemented From Scratch
Implementing a tool-calling loop from scratch reveals the mechanics behind AI agents. This guide covers function calling, message history, and the core agent loop.
Part 2 · Building AI Agents