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Application Agents & OrchestrationCoding

AIDE ML

1AI 2agent 3that 4engineers 5ML 6solutions

the six Ws · specification

W1 Who

Maintained by Weco AI.

W2 What

An agent that engineers machine-learning solutions.

W3 Where

A Python tool run locally against a task.

W4 When

When automating Kaggle-style ML experimentation.

W5 Why

Searches code and experiments toward better metrics.

W6 With

Python, a dataset, and an LLM API key.

W7 Watch

Company-maintained; open-source (MIT). The agent writes and runs training code, so sandbox it; calls the provider you configure.

AutoMLAgentPython

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.