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Beyond the Prototype: Using AI to Write High-Quality Code

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Imbue describes Sculptor as an experimental coding agent environment that actually enforces quality: it autoplan prompts to force planning before code, detects outdated docs, applies automatic lint fixes, and runs sandboxed parallel agents to try many repairs. It auto-generates unit and integration tests (even hundreds to thousands of inputs), tracks test coverage before merging, and exposes extensible checks and a style guide so diffs like “59 new lines” come with concrete risk indicators rather than vague promises.

AI-written summary · about

  1. 0:00Introduction
  2. 4:30Preventing Problems
  3. 6:07Writing Specs Docs
  4. 8:02Running Linters
  5. 10:59Writing Good Tests
  6. 15:28Fixing Issues
  7. 16:24Outro
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