The $1B Company Fixing AI’s Software Bottleneck
Y Combinator profiles Blacksmith, a startup that runs code checks (CI) on gaming CPUs. Its founders argue that AI coding tools have moved the bottleneck from writing software to validating it.
The gist
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Blacksmith says it grew 20x in the last year and raised about 66 million in a Series C at a billion-dollar valuation led by Sequoia.
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The founders say CI workloads resemble video games, needing one very fast thread, so they first rented gaming servers from a German host.
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The team says moving cached artifacts close to compute is a key speedup, and cut LangChain's 15 to 20 minute compute wait to 10 to 15 seconds.
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Their first 200 customers came from friends' company logos and personal outbound calls to CTOs, landing five and six-figure contracts without a sales team.
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With 30 people and 12 engineers, they keep the product small, refuse one-off customer requests, and are building autonomous QA using screenshots and video.
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