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Inside the autonomous agent system that created AWS Emulator

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Amazon Web Services unveiled AWS Emulator, a downloadable local version of its cloud services built entirely by autonomous AI agents and released under a CC0 license on GitHub. The company says thousands of agents generated, tested, and secured every line of code without human review, operating within strict guardrails and a multistage “merge gate” that blocks insecure or noncompliant changes. The system organizes agents into three teams—one to craft and validate fidelity tests against the live AWS cloud, one to identify divergences, and one to fix issues—enabling thousands of issues to be resolved daily. Changes are funneled through AWS Developer Tools and packaged for release after stacking commits and re-running tests. Amazon plans to publish technical deep dives on its multi-agent architecture, fidelity measurement, and quality and security processes as the project evolves.

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