Freestyle Blog
Notes on infrastructure for code you did not write.
Product updates, architecture notes, and hard-won patterns for building systems around AI-generated code.
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Deep dives from the team on the infrastructure behind agentic products.
Engineering Apr 24, 2026 5 min read
What agents need from computers
Just like people, agents need good interfaces to get things done. But agents aren't people, and the interfaces they need have different constraints. Here's what we've learned building them at Freestyle.
Ben Werner
Software Engineer
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