Claude + Gemini: Running Two AI Agents on the Same Project

Claude Code and Gemini CLI have different strengths. Claude excels at deep reasoning, complex refactors, and understanding large codebases. Gemini is fast, handles broad context windows well, and is excellent at code generation from detailed specs. Running them together on the same project gives you the best of both worlds.

Strengths of Each Agent

Understanding what each agent does best helps you delegate tasks effectively.

Claude Code

• ●Exceptional at multi-file refactors that require understanding dependencies across the codebase.
• ●Strong at writing tests that cover edge cases.
• ●Thorough at code review and security analysis.
• ●Slower but more deliberate — thinks through implications before making changes.

Gemini CLI

• ●Extremely fast generation speed for well-defined tasks.
• ●Large context window handles big files without truncation.
• ●Good at following detailed specifications and generating boilerplate.
• ●Strong at documentation and inline comments.

The Dual-Agent Workflow

The ideal setup pairs Claude for the hard thinking and Gemini for the fast execution. Here is how to structure it in Remocode.

Setting Up Your Workspace

• ●Open Remocode and press Cmd+D to split your terminal into two vertical panes.
• ●In the left pane, run claude to start Claude Code.
• ●In the right pane, run gemini to start the Gemini CLI.
• ●Point both agents at the same project root.

Task Delegation Strategy

The key to a productive multi-agent workflow is clear task boundaries. Here is a proven pattern:

Claude Code handles:

• ●Architectural decisions and design patterns
• ●Complex business logic that requires reasoning
• ●Test suites and edge case coverage
• ●Code review of Gemini's output

Gemini CLI handles:

• ●Scaffolding new components and modules from specs
• ●Generating TypeScript interfaces and data models
• ●Writing documentation and API reference pages
• ●Repetitive transformations across multiple files

A Real-World Example

Say you are building a new REST API for user management. Here is how the workflow plays out:

• ●Ask Claude Code to design the API architecture — routes, middleware, database schema, error handling strategy.
• ●While Claude is thinking, ask Gemini to scaffold the Express router boilerplate and TypeScript interfaces based on your existing patterns.
• ●Once Claude finishes the architecture document, paste the relevant parts into Gemini's pane and ask it to implement the CRUD operations.
• ●Meanwhile, ask Claude to write integration tests for the endpoints Gemini is building.

Both agents are productive at the same time. You are not waiting for one to finish before starting the other.

Handling Overlapping File Access

When two agents work on the same project, file conflicts are the main risk. Remocode does not lock files, so you need to manage this through clear instructions:

• ●Tell each agent explicitly which files or directories they own.
• ●Use a shared scratch file (like NOTES.md) for agents to read each other's context, if needed.
• ●Let one agent finish with a file before the other touches it.

Why Remocode Makes This Possible

Standard terminal emulators let you split panes, but they do not give you the tooling around AI agents. Remocode adds standup reports, autonomous supervisor mode, and Telegram remote control — all designed for multi-agent workflows. You can start both agents, walk away, and get a Telegram summary of what each one accomplished.

Try It Today

Remocode is free for the first 1,000 users — one full year of Pro. Download it for macOS, press Cmd+D, and run Claude and Gemini side by side on your next project.