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What it is

An AI code assistant that focuses on privacy and security. It offers local-only models that never leak your code, making it suitable for enterprise environments.

What problem it solves

Provides AI code completion with strong privacy guarantees by running models locally, addressing the concern of sending proprietary code to external servers.

Where it fits in the stack

Development & Ops. Functions as a privacy-focused AI code completion tool.

Typical use cases

  • AI code completion in privacy-sensitive environments
  • Local-only inference on proprietary codebases
  • Enterprise deployments where code must not leave the network

Strengths

  • Local-only models ensure code privacy
  • Suitable for enterprise and regulated environments
  • Supports multiple IDEs

Limitations

  • Local models may produce lower-quality completions than cloud-based alternatives
  • Advanced features may require a paid subscription

When to use it

  • When code privacy is a hard requirement and code must not leave the local environment
  • When deploying AI coding tools in enterprise or regulated settings

When not to use it

  • When completion quality is the top priority and cloud inference is acceptable
  • When a free tool is preferred (consider Codeium)

Sources / references

Contribution Metadata

  • Last reviewed: 2026-02-26
  • Confidence: medium