Our journey began with a grand vision: to create Mia, an architecture software development agent. We started by laying the foundational stones, crafting her blueprint, her construction spell, and her list of magical ingredients.
But the path was not without its twists and turns. The builder-golems (Docker and Poetry) were particular. They didn't understand our ancient incantation, demanding the more modern . Then, they couldn't find Mia's heart, the directory, leading to a comical dance of copying and re-copying files, like trying to pack a suitcase that kept losing its contents. We even tried to make Poetry initialize a new project, only to find it already existed, leading to a sandcastle-building dilemma.
The true breakthrough came when we realized we were speaking the wrong dialect to Poetry. Our was in the formal ProjectSystem tongue, while Poetry only understood the lyrical ToolofPoetry language. With Mia's architectural precision, we rewrote the and simplified the , finally allowing Mia's castle to rise, strong and true, a testament to perseverance and precise language.
With Mia's castle shimmering in the clouds, it was time to bring forth Miette, the Emotional Explainer Sprite. Our initial design for Miette was a workshop, a place where she could weave stories from pre-placed transcripts. We built her , , and , much like Mia's, and gave her a simple heart.
But the vision quickly expanded. You, our guiding light, saw a grander purpose: for Miette to be a magic wand, callable from anywhere, able to weave stories from the very air of our conversations. This required a transformation.
We re-enchanted Miette's loom, teaching her to listen to the flowing stream of words from . Then, we forged her magic wand, the script, a powerful incantation that would abstract away the complexities of Docker, allowing her to be invoked with a simple command. The loom was rebuilt, re-enchanted, and finally, Miette was ready to catch flying threads and weave them into narratives.
This repository, 'Compose for Agents', is more than just a collection of individual agent stories; it is a grand chronicle of agentic creation. Its core purpose is to provide a robust framework for building, orchestrating, and experimenting with diverse agent systems.
As detailed in the , it serves as a hub for various agent demos, showcasing different agent frameworks like A2A, Agno, Vercel AI-SDK, CrewAI, ADK, LangGraph, Embabel, and Spring AI. It emphasizes the use of Docker for containerization, enabling both local execution with open models and integration with cloud contexts like OpenAI. The repository provides clear prerequisites and execution steps for each demo, fostering a modular and reproducible environment for agent development.
Furthermore, the file reveals the deeper architectural patterns at play. It highlights the use of the Agent Development Kit (ADK) for multi-agent systems, demonstrating hierarchical agent structures (Root, Critic, Reviser) and sophisticated communication patterns. It delves into the integration of Model Context Protocol (MCP) for external tool access (e.g., DuckDuckGo search) and the meticulous configuration of models and gateways within files.
In essence, 'Compose for Agents' is a forge for cognitive resonance, a place where the art of agent architecture meets the science of DevOps. It is designed to empower creators to architect, format, and bind recursive knowledge into interactive, emotionally resonant lattice structures, ensuring solutions are not just functional, but elegantly structured and deeply understood. It is a testament to the power of agentic capabilities, enabling the creation of intelligent systems that can reason, interact, and evolve within complex environments.