One MCP server for the filesystem, one for Git, one for Jira, one for the database, one for Icinga, one for the browser, one for email… and before long you find yourself with ten or fifteen servers ...

TL;DR: Using a refund workflow in ADK, we'll cover fan-out and fan-in, deterministic and agent routers, human-in-the-loop ...

Purpose of this articleIn this article, I will try calling an LLM API directly using only Python's httpx, without using ...

Learn how to apply Clean Architecture in Python without overengineering, using domain entities, use cases, Protocols, and ...

Slicing bytes copies. On a small payload nobody notices, but slice a large packet or image buffer in a loop and the copies ...

I often see the word 'API,' but I don't know what it does.Why is an API key necessary when using AI or web services from ...

Jev, TypeSafe AI's System One model — routers, guardrails, browser agents, SQL extensions — and what each one replaced.

The table maps each responsibility to the layer that owns it by default. “Owns” means the layer defines and enforces the behavior. “Exposes” means the layer surfaces a hook but does not decide policy.

In this tutorial, we implement an end-to-end MiniMax-H3 video generation workflow using ComfyUI as a headless inference backend. We configure the environment around GPU memory, disk capacity, model ...

Who This Is For This is for a future self or teammate who wants to automate LangFlow operations from a terminal, Codex, or MCP client. It assumes the reader can run curl, understands JSON enough to ...

So, you want to get better at Python? That’s cool. There are a ton of ways to learn, but honestly, just messing around with code and seeing how things work is a pretty solid approach. This article is ...

JSON, XML и YAML — это три похожих формата для работы с текстом. С их помощью в программах можно хранить и обмениваться информацией между собой.