Why I Use Claude Code for Everything

Most Claude users split their work across three products. Chat for conversations and questions. Code for development. Cowork for task management and desktop automation. Three interfaces, three separate memory systems, three places where your context gets fragmented.

I stopped doing that. I run everything through Claude Code. One interface, one memory system, full control. Here is how and why.

The Problem With Splitting Your Work

When you use Chat for a planning conversation, then switch to Code for implementation, then use Cowork to manage tasks, each one starts from zero. Chat does not know what you discussed in Code. Code does not know what you planned in Chat. You re-explain context every time you switch.

Even within each product, memory is limited. Chat has built-in memory but it is selective. Code has MEMORY.md with a 200-line cap where the AI decides what to keep. Cowork has project context but it is scoped to that workspace.

The result: you are managing the AI's memory instead of doing your work.

The Setup: Claude Code + claude-brain + Telegram

Here is what I run instead:

Claude Code handles everything. Coding, planning, research, writing, file management, system administration, project management. It is not just a coding tool. It is a full AI assistant with shell access, file access, and tool use. It runs on macOS, Linux (Ubuntu, Fedora, Arch), and Windows. Terminal or IDE (VS Code, Zed, JetBrains). Works anywhere Claude Code runs.

claude-brain captures every word of every conversation automatically to a local SQLite database. Six hooks handle the full session lifecycle. No manual saving. Every session, every project, fully searchable with keyword, semantic, and fuzzy search. When I start a new session, the brain injects my last session's notes and project context so Claude knows where I left off. On every prompt, a hook searches the database for relevant matches and injects them into context. For deeper searches, I ask Claude directly and it uses the MCP tools or slash commands to search across everything. Tested on macOS, Ubuntu, Windows (automated CI), and Fedora. One command install on any platform.

Telegram gives me Claude Code on my phone. I send a message from Telegram, it goes to a running Claude Code instance. Claude responds, the response comes back to Telegram. I can assign tasks, check progress, and get notified when things finish. All from my phone without opening the laptop. Works on any phone, any OS, anywhere you have signal.

What This Replaces

Instead of Chat: I ask Claude Code questions, have planning conversations, discuss strategy. The brain captures everything. Next session, it remembers the entire discussion. Chat cannot do this across sessions.

Instead of Cowork: I manage tasks and projects directly through Claude Code. The brain tracks decisions, project facts, and session history. I get email digests every morning with per-project status, blockers, and next steps. No separate task management tool needed.

Instead of switching between products: Everything happens in one place. One conversation history. One memory system. One search across everything.

Bonus: your existing AI history comes with you. claude-brain imports your full conversation history from ChatGPT, Gemini, and Claude.ai. Export your data from OpenAI, Google Takeout, or the Claude.ai Chrome extension, run the import, and everything is searchable in one database alongside your Claude Code sessions. No other tool does this.

Running Multiple Projects at Once

Each project gets its own folder with a CLAUDE.md file. I also have a general project where anything that is not broken out into its own project lives. That is where I ask Claude questions, do research, brainstorm, or work on anything that does not have a dedicated home yet. It all gets captured the same way.

I can have multiple Claude Code sessions running simultaneously in different projects, each with full access to the shared brain. Cross-project search means decisions made in one project are visible from any other. If I discussed a deployment approach in one project three weeks ago, the brain finds it when I am working on a different project today.

The Phone Workflow

This is the part most people have not seen. With Telegram connected to Claude Code:

1. I am away from my desk
2. I send a message from my phone: "Search the brain for what we decided about the database schema"
3. Claude Code searches, finds the decision, sends the answer back to Telegram
4. I reply with follow-up questions or assign new tasks
5. When I get back to my desk, everything is captured in the brain

I also set up voice message transcription so I can send a voice note from Telegram and Claude processes it as text. When I am away from my desk or just thinking out loud, I talk instead of type. It keeps things moving without needing the laptop open.

What You Lose

Honestly, not much:

• Chat's web interface: You lose the browser-based UI. Claude Code is terminal-based (or IDE-integrated via VS Code/Zed). If you strongly prefer a web UI, this is not for you.
• Cowork's desktop automation: Cowork can control desktop apps directly (click buttons, fill forms). Claude Code does not do this natively, though with MCP tools like browser automation you can get close.
• Chat's built-in memory import: Chat imports from ChatGPT, Gemini, and Grok natively. But claude-brain also imports from ChatGPT, Gemini, and Claude.ai, so you actually get the same coverage.

What You Gain

• Lossless memory. Every word captured. Nothing summarized away. Nothing silently dropped.
• Cross-session search. Find anything you discussed, decided, or worked on across all sessions and all projects.
• Cross-project intelligence. No silos. Search your entire history from any project.
• Compaction survival. Pre-compact and post-compact hooks capture context before the context window resets and re-inject it after.
• Email digests. No other AI product does this. Three built-in templates: daily standup (per-project "Pick Up Here" with blockers and next steps), weekly digest (executive summary with week-over-week trends and dormant project alerts), and project deep dive (full status report for one project). Schedule them via cron and forget. Your inbox becomes your project dashboard without opening any app. And because the brain has full lossless context of every conversation, what you build on top of it is unlimited. Custom reports, cross-project analysis, pattern detection, decision audit trails, accountability digests you forward to a collaborator. The complete history is there. How you use it is up to you.
• Phone access. Full Claude Code interaction from Telegram on your phone.
• Session quality tracking. Every session scored from -3 to +3 with tags like completions, decisions, debugging, rework, frustrated. Ask "show me my worst sessions and what went wrong" and the brain finds patterns across your entire history.
• Full control. You own your data. Local SQLite on your machine. No cloud, no API keys. Works on macOS, Linux, and Windows. You decide what gets remembered, not the AI.

What the Daily Email Looks Like

Here is a real example of the daily standup that hits your inbox every morning:

Subject: [brain] Daily: 3 sessions, 892 msgs | Mar 12

Daily Standup - Wednesday, Mar 12

3 sessions across 2 projects yesterday (myapp, api-service) with 892 messages.

[ON TRACK] myapp
  Pick Up Here: Implement rate limiting on /api/upload endpoint
  In Progress: Auth refactor (80%), rate limiting (not started)
  Yesterday (2 sessions): Auth middleware refactor, API endpoint tests

[AT RISK] api-service
  Pick Up Here: Fix flaky CI tests blocking deploy
  Blockers: CI pipeline fails intermittently on integration tests
  Yesterday (1 session): Investigated CI timeout issue

No Activity Yesterday:
  docs - last session Mar 8

You open your laptop, check your email, and you know exactly where every project stands before you type a single prompt. Forward the weekly digest to a manager or collaborator and they have a full status report without asking you for one.

The Stack

• Claude Code (Anthropic Max subscription)
• claude-brain (free, open source): https://github.com/mikeadolan/claude-brain
• Telegram bot for mobile access
• Zed or VS Code for IDE integration (optional)

Is This For Everyone?

No. If you write code occasionally and just need quick answers, Chat is fine. If you need desktop automation, Cowork makes sense.

But if you use Claude daily across multiple projects, if you are tired of re-explaining context, if you want one place where everything is captured and searchable, this setup is worth the 5 minutes it takes to install.

I have been running it for months. 67,000+ messages across multiple projects. It works.