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Dev.to
6/6/2026
Closing the execution gap, Part 2: Dependency management

Closing the execution gap, Part 2: Dependency management

Short summary

jhansi.io v0.3 fixes AI-code friction by caching dependencies in a persistent workspace. Manifests (pyproject.toml, requirements.txt) or pipreqs auto-detect what to install; cold start drops from 40s to instant on repeat executions. Supports Python, Node, Go, Java with isolation per sandbox and restricted egress to official registries.

  • Persistent workspace caches dependencies for reuse across sandbox executions
  • Supports manifest files (pyproject.toml, requirements.txt) or pipreqs auto-detection
  • Reduces cold start time from 40s+ to instant for repeat runs; critical for AI agent performance

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