Migrating from Claude Code to AZMX AI

Claude Code provides a powerful interface for Anthropics models, but its rigid pricing and lack of model flexibility create friction for power users. AZMX AI offers a native alternative that decouples the agent logic from the LLM provider, giving you control over your keys, your data, and your latency.

TL;DR: AZMX wins when you need BYOK flexibility, offline capabilities, and a native GUI; Claude Code wins when you want a zero-config, Anthropic-optimized CLI experience.

Feature	Claude Code	AZMX AI
Pricing	Usage-based (Anthropic)	Free / Pro / Teams + BYOK
Privacy / Data	Cloud-processed	No telemetry, no account
BYOK Support	No (Anthropic only)	Yes (OpenAI, Anthropic, Google, etc.)
Offline Mode	No	Yes (Ollama, LM Studio)
MCP Support	Yes	Yes (stdio and HTTP)
Approval Gates	Limited	Mandatory for shell/edit + deny-list
Sub-agents	No	Yes
Open Source	Proprietary	Proprietary
Platform	CLI / Terminal	Native App (macOS, Win, Linux)

Where Claude Code is actually better

• Zero-config setup: If you already have an Anthropic account, the time-to-first-prompt is faster than configuring a BYOK environment.
• Anthropic optimization: Being a first-party tool, it often receives the latest Claude-specific prompt optimizations and beta features first.
• CLI purity: For developers who refuse to leave the terminal for any reason, a pure CLI tool is more ergonomic than a GUI app.

Where AZMX wins

• Model Agnosticism: You are not locked into one provider. Switch from Claude 3.5 Sonnet to DeepSeek V3 or a local Llama 3 model via Ollama in two clicks.
• Security Defaults: AZMX includes a hard-coded deny-list. It refuses to read .env, .ssh, and credential files by default, whereas most agents will read anything they are given access to.
• Resource Efficiency: Unlike Electron-based editors like Cursor or Windsurf, AZMX is a ~7 MB Rust binary using system webviews. It does not consume gigabytes of RAM.
• Project Memory: Using AZMX.md, the agent maintains a persistent, human-readable state of the project, reducing the need to re-explain context in every new session.
• True Approval Gates: Every shell command and file edit is gated. You see the exact diff in CodeMirror 6 before committing, preventing the "hallucinated deletion" common in autonomous agents.

How to switch from Claude Code

Migrating is straightforward because AZMX AI is designed to be non-intrusive.

1. Export Context: Claude Code does not have a formal export for session history. Manually copy any critical architectural decisions or "todo" lists into a new file named AZMX.md in your project root.
2. Install AZMX: Download the binary from /download. Since it is a native app, there are no heavy dependencies or runtime environments to install.
3. Configure Keys: Navigate to Settings and enter your API keys. If you are moving from Claude Code to save costs, consider adding a Groq or Cerebras key for lightning-fast small-task iterations.
4. Set up MCP Servers: If you used MCP servers with Claude Code, add the same stdio or HTTP configurations to the AZMX MCP panel.
5. Define Deny-lists: Review your .gitignore and ensure your sensitive paths are covered by the AZMX default deny-list to maintain a sovereign environment.

Pricing breakdown

Claude Code costs are tied directly to token usage via Anthropic. For a team of 5 developers performing heavy coding tasks, this can scale unpredictably.

Claude Code (Estimated):
$20 - $100/user/mo (Token dependent) $\times$ 5 users $\times$ 12 months = $1,200 - $6,000/year

AZMX AI:
Free Tier + BYOK (Pay only for what you use)
OR
Pro ($20/mo) $\times$ 5 users $\times$ 12 months = $1,200/year (fixed) + BYOK tokens

By using AZMX, you can route trivial tasks to cheaper models (like DeepSeek or local Ollama) and reserve expensive models for complex refactoring, significantly lowering your monthly spend.

If you value privacy, model flexibility, and a lightweight footprint, AZMX AI is the logical successor to your CLI agent. It is free to download, requires no account, and supports BYOK across all major providers. Visit /download to get started.