BYOK AI coding environment

Model choice, validation, and control for serious developers.

KCoder is the BYOK AI coding environment for developers who want control, validation, and model choice. Configure your own providers, inspect validation traces, and keep project memory close to the work.

BYOK model controlValidation-first workflowLocal provider keys

kcoder.agent.trace

Plan

Refactor auth flow and define validation criteria.

Execute

Apply edits, inspect diffs, collect diagnostics.

Validate

Review code state with selected validation model.

Browser evidence attached
screenshot + console + network
BYOK model controlValidation-first workflowLocal provider keysProject memoryBrowser evidenceDeveloper control

Why KCoder

A public-ready coding environment for agentic work.

KCoder presents provider setup, model selection, validation traces, and project memory as first-class product surfaces. The experience is designed for developers who want to see how AI work is planned, executed, checked, and improved.

Downloads

KCoder beta downloads are available now.

macOS Apple Silicon .zip (0.1.0-beta.3) and Linux Debian/Ubuntu .deb (0.1.0-beta.1) are available now. macOS Intel, Windows x64, and Linux AppImage are coming soon.

macOS Apple Silicon

.zip

Architecture
arm64
Version
0.1.0-beta.3

Signing: Unsigned beta. Not notarized. macOS Gatekeeper will block the first launch.

macOS Intel

.dmg

Architecture
x64
Version
Coming soon

Signing: When available, this beta will be unsigned and not notarized.

Windows x64

.exe

Architecture
x64
Version
Coming soon

Signing: When available, this beta will be unsigned.

Linux AppImage

.AppImage

Architecture
x64
Version
Coming soon

Signing: When available, this beta will be unsigned.

Linux Debian/Ubuntu

.deb

Architecture
x64
Version
0.1.0-beta.1

Signing: Unsigned beta. Distributed as a direct .deb download, not through a signed apt repository.

macOS Apple Silicon .zip (0.1.0-beta.3) and Linux Debian/Ubuntu .deb (0.1.0-beta.1) are available now. macOS Intel, Windows x64, and Linux AppImage are coming soon.

Release information

Current release status

macOS Apple Silicon .zip (0.1.0-beta.3) and Linux Debian/Ubuntu .deb (0.1.0-beta.1) are available now. macOS Intel, Windows x64, and Linux AppImage are coming soon.

Latest beta
0.1.0-beta.3
Channel
Beta
macOS Apple Silicon
0.1.0-beta.3 available
macOS Intel
Coming soon
Windows x64
Coming soon
Linux AppImage
Coming soon
Linux Debian/Ubuntu
0.1.0-beta.1 available

Control plane

Model choice stays explicit

KCoder Settings > AI Models is the place to configure provider credentials, default models, and validation models.

Validation

Evidence before completion

KCoder is built around a validation-first workflow that can review code state, diagnostics, test evidence, and browser evidence when available.

Project memory

Durable context for real work

Project memory helps keep source-linked knowledge available across sessions with local search, citations, and health checks.

Browser evidence

Inspect what happened

Browser validation traces can include screenshots, console output, network signals, waits, and simple UI interactions as review evidence.

Trace history

Review the path taken

Plans, tool summaries, validation results, missing evidence, and artifact references are designed to be inspectable instead of hidden.

Developer surface

Built for configurable workflows

MCP, skills, agents, instructions, prompts, hooks, and plugins give advanced users practical control over KCoder workflows.

Workflow

Plan, execute, validate, and iterate inside KCoder.

KCoder’s workflow keeps intent, action, evidence, and follow-up work visible so developers can understand how the task moved forward.

01

Plan

The agent starts with visible intent: files, approach, validation needs, and success criteria.

02

Execute

Tool calls and edits are tracked as the agent moves through the requested work.

03

Validate

A validation pass reviews actual code state, diagnostics, test evidence, and browser evidence when relevant.

04

Iterate

If issues remain, feedback returns to the agent for another pass within user-configured limits.

Models

Designed for BYOK provider configuration.

Use your own provider credentials. Provider keys are user-configured in KCoder Settings > AI Models, where default and validation model choices are managed.

OpenAIAnthropicGeminiGrokOpenRouterOllamaGroqAzure OpenAINVIDIA NIMCustom EndpointOpenAI-compatible providers

Install

Install KCoder on your platform.

macOS Apple Silicon .zip (0.1.0-beta.3) and Linux Debian/Ubuntu .deb (0.1.0-beta.1) are available now. Install a published build, then configure your model provider in KCoder Settings > AI Models. macOS Intel, Windows x64, and Linux AppImage are coming soon.

macOS

  1. Download the macOS Apple Silicon .zip (0.1.0-beta.3) and extract it.
  2. Move KCoder.app to Applications. This beta is unsigned and not notarized.
  3. Gatekeeper will block the first launch. Right-click KCoder.app, choose Open, then click Open; or run: xattr -d com.apple.quarantine /Applications/KCoder.app
  4. Open KCoder and configure an AI provider API key in KCoder Settings > AI Models.

Windows

  1. Windows x64 is coming soon. Its beta build will be unsigned.

Linux

  1. Download the Linux Debian/Ubuntu .deb (0.1.0-beta.1).
  2. This .deb is unsigned and is not provided through a signed apt repository.
  3. Install the downloaded package with: sudo apt install ./KCoder-linux-x64-0.1.0-beta.1.deb
  4. Launch KCoder and configure an AI provider API key in KCoder Settings > AI Models.

Trust and privacy

BYOK-first. Transparent by design.

KCoder keeps provider configuration and validation evidence visible. Available beta downloads include checksums and clearly state that the builds are unsigned before installation.

  • BYOK-first design keeps provider selection explicit.
  • Provider credentials are configured by the user.
  • KCoder does not bundle a required AI subscription.
  • Validation traces help inspect what happened.
  • Checksums are published beside available beta downloads.
  • Published beta builds are unsigned.

Get KCoder beta

Download an available KCoder beta.

macOS Apple Silicon .zip (0.1.0-beta.3) and Linux Debian/Ubuntu .deb (0.1.0-beta.1) are available now. macOS Intel, Windows x64, and Linux AppImage are coming soon. Review the setup guide before installing.