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Startups & Venture·June 25, 2026·1 min read

Mirendil, founded by former Anthropic researchers and seeking to build self-improving AI for open-source developers, raised a $200M seed at a $1B valuation

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$200M at seed for 'self-improving AI' aimed at open-source developers is a bet that the next defensible layer is meta-tooling — systems that help others build and adapt models, not just models themselves. If you're an infra or tooling startup, assume your future competitor is not another point product but an auto-optimizing stack that ships with its own feedback and improvement loops.