Abundant builds reinforcement-learning environments, evaluation benchmarks, and training datasets for AI labs, AI startups, and large enterprises developing and improving AI agents.
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Hillclimbing to an abundant future — Abundant ↗
Abundant: Agent simulation and RL for researchers | Y Combinator ↗
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Hillclimbing to an abundant future — Abundant ↗
Abundant: Agent simulation and RL for researchers | Y Combinator ↗
Introduction - Abundant Docs ↗
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Introduction - Abundant Docs ↗
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GitHub - abundant-ai/swe-marathon: SWE-Marathon: an ultra long-horizon SWE benchmark · GitHub ↗
GitHub - abundant-ai/sre-world · GitHub ↗
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Abundant: Agent simulation and RL for researchers | Y Combinator ↗
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Company statement; this does not establish an independently audited report.
SOC 2 Type II and HIPAA compliance in progress
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GitHub - abundant-ai/sre-world · GitHub ↗
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Each dataset contains 1000 validated tasks harvested from popular GitHub repos.Evidence source ↗
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Abundant: Agent simulation and RL for researchers | Y Combinator ↗
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Introduction - Abundant Docs ↗
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Abundant: Agent simulation and RL for researchers | Y Combinator ↗
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Abundant: Funding, Investors & Team (Sep 2026) | FundedIQ ↗
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Abundant: Funding, Investors & Team (Sep 2026) | FundedIQ ↗
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