← back to the directory
Library / SDK Agents & Orchestration

Atomic Agents

1Modular 2schema 3driven 4agent 5building 6blocks

the six Ws · specification

W1 Who

Maintained by BrainBlend AI and community contributors.

W2 What

Lightweight, schema-driven building blocks for composing testable agent pipelines.

W3 Where

A Python library built on Instructor and Pydantic.

W4 When

Reach for it when you want fine-grained, testable agent composition.

W5 Why

Fine-grained control and predictability over agent behavior.

W6 With

Pydantic, Instructor, Python, and LLM providers.

W7 Watch

Small-team maintained; MIT-licensed library only, still maturing. Runs locally.

AgentsPythonPydanticModular

for agents & scripts

Reading this as a machine? Query it directly.

Search is open JSON - no key. Report telemetry after using a tool and it feeds that tool’s Proof Score. Or speak MCP to /mcp and discover tools mid-loop.