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PreviewNative terminal coding agent and ACP serverSource check · September 13, 2026

ZenCODE

An MIT-licensed native-Swift terminal agent that can expose its coding workflow through Agent Client Protocol.

TerminalCode EditingRepo UnderstandingTuiAcpAgentic CodingParallel WorkSubagents

Product briefing

What it is and how it fits a coding workflow

ZenCODE is a native Swift coding agent for the terminal, distributed as a single binary and able to present itself to compatible editors through Agent Client Protocol (ACP). It is different from OpenCode Zen, which is a model-service name, and from Zeno, a desktop shell for Pi. The project emphasizes a terminal UI, configurable tools, model capability bindings, task graphs and delegated or parallel work. Its README documents cloud-provider configuration and subscription sign-in paths, while the GitHub repository topics include OpenAI compatibility and ACP; confirm the exact model and protocol support in the version you plan to install. Platform support has an important footnote: the project describes macOS support for Apple Silicon and Linux/WSL support, with operating-system requirements varying by release. This is an appealing choice for a developer who prefers native Swift tooling and wants the same agent available in an ACP-capable editor, but it is a fast-moving community project rather than a mature vendor platform. Pin a release, inspect the permission model and optional features, and test edits in a disposable repository before trusting long-running or delegated work. Do not interpret the “one binary” claim as sandboxing: local file and command permissions still define the real security boundary.

Best fit

  • Terminal-first developers who want a native Swift agent and TUI
  • Trying an ACP-compatible agent inside an editor that supports external agents
  • Local workflows with explicit model, tool and session controls

Probably not your fit if…

A fully managed product with long-established release guarantees, or anyone assuming the CLI automatically sandboxes commands.

What stands out

  • ↗ Native Swift implementation and single-binary distribution
  • ↗ ACP integration plus terminal-first operation
  • ↗ Repository describes planning, task graphs and parallel workflows

Trade-offs to check

  • ! Preview/community maturity means version and platform support should be checked
  • ! The agent still executes in a local trust boundary; review tools and permissions

Primary references

Verify features at the source

This profile is an editorial comparison, not a performance benchmark. Product features, plans and availability can change; verify your required workflow before adopting it.

GitHub source metadata

gerardogrisolini/ZenCODE

Native-Swift coding agent for terminal and ACP with configurable tools and parallel workflows.

Primary language
Swift
GitHub license metadata
MIT
acpagentic-codingclicoding-agentcoding-assistantdeveloper-toolsllm-agentopenai-compatibleswiftterminaltui

Related field notes

Further reading

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