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Application Agents & OrchestrationCoding

SWE-agent

1Turns 2GitHub 3issues 4into 5candidate 6fixes.

the six Ws · specification

W1 Who

Research project from Princeton.

W2 What

Reads a repo and issue, then edits and tests code.

W3 Where

Runs in a sandboxed container.

W4 When

Pointed at an issue to attempt an automated fix.

W5 Why

Explores automated software engineering on real repos.

W6 With

A frontier LLM, Docker, and repo access.

PythonCodingGitHub

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.