iterate-ai
PulseGate's liveness check found it on 14 Sep 2026; it is registered on GitHub and PyPI and has been in the index since 18 Jul 2026. How this is checked
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.
Inferred · not functionally tested
Overview
5 featuresPurpose: Automating the process of running, evaluating, and shipping ML experiments using autonomous agents.
Inferred · not functionally tested
Audience: Machine learning engineers and researchers
Inferred · not functionally tested
Functions: agents, code_generation, analytics
Inferred · not functionally tested
Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: unknown
Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: pypi.org · github.com. These links do not verify the individual claims.
iterate-ai sits in PulseGate's Frameworks & runtimes category. Inferred · not functionally tested: It focuses on automating the process of running, evaluating, and shipping ML experiments using autonomous agents. Inferred · not functionally tested: It is built as an open-source project for machine learning engineers and researchers. Basis unknown · not verified: iterate-ai is open source under the MIT license. Basis unknown · not verified: It runs on the command line.
It is developed by anthonyrodrigues443, and it first shipped in 2026. The project is developed in the open on GitHub with 55 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include Autonomous ML iteration, notebook generation, and multi-LLM backend.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- Autonomous ML iteration
- Notebook generation
- Multi-LLM backend
- Persistent memory
- Bounded autonomy
Topics: Inferred · not functionally tested
Built with & integrations
Trust & compliance
Indexing history
2What PulseGate has recorded for this listing
Frequently asked questions about iterate-ai
- What is iterate-ai?
- Inferred · not functionally tested: Iterate-ai focuses on automating the process of running, evaluating, and shipping ML experiments using autonomous agents. It is catalogued under Frameworks & runtimes on PulseGate.
- Who is iterate-ai for?
- Inferred · not functionally tested: iterate-ai is an open-source project built for machine learning engineers and researchers.
- Does iterate-ai have a free plan?
- Basis unknown · not verified: Yes — iterate-ai is open source under the MIT license and free to use.
- What platforms does iterate-ai run on?
- Basis unknown · not verified: iterate-ai runs on the command line.
- Is iterate-ai still active?
- PulseGate's liveness check found it on 14 Sep 2026. Its GitHub repository shows 55 commits in the last 90 days.
- Who makes iterate-ai?
- iterate-ai is developed by anthonyrodrigues443.
- When did iterate-ai launch?
- iterate-ai first shipped in 2026.
- Is iterate-ai open source?
- Basis unknown · not verified: Yes — iterate-ai is open source under the MIT license, developed on GitHub.
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