iterate-ai is an open-source autonomous ML iteration agent that automates the cycle of briefing, coding, running, and evaluating machine learning experiments. It supports multiple LLM backends, persistent memory, and generates runnable notebooks, streamlining research workflows for ML engineers and researchers.
In the Autonomous agents & workflows space, iterate-ai takes a focused approach. It focuses on automating the process of running, evaluating, and shipping ML experiments using autonomous agents. It is built as an open-source project for machine learning engineers and researchers. iterate-ai is open source under the MIT license. It runs on the command line.
anthonyrodrigues443 builds and maintains iterate-ai, and the product first shipped in 2026. Development happens publicly on GitHub with 55 commits in the last 90 days. Key capabilities include Autonomous ML iteration, notebook generation, and multi-LLM backend.
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