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GitHub Code Review with AI

Bring the files that matter into a Project, where enabled, and get a review from a model that did not write the code. Then a second one.

Selected filesnot the whole repo
2+reviewers per change
7common AI-code mistakes checked
0commits made for you

Latest AI models and studios available from one account

Chat with ChatGPT, Gemini, Claude, and Grok. Then continue into image, document, presentation, spreadsheet, and file workflows.

ChatGPT

Write, code, summarize, translate, learn, plan, and draft.

Gemini

Fast explanations, study help, and a second opinion.

Claude

Long-context writing, review, and careful reasoning.

Grok

Another perspective for research, critique, and coding.

Image models

Create images and compare visual directions.

File studios

Make docs, slides, spreadsheets, images, and file outputs.

Compare Mode + AI Team

Side-by-side answers and AI collaboration

Compare answers when one model is not enough. Use AI Team when the task needs review and synthesis.

Explore Compare Mode
ChatGPT use cases

Start with this tool. Continue in MultipleChat.

Start with the tasks people use ChatGPT for every day. Keep the page simple; move into advanced workflows only when the task needs them.

Write and rewriteEmails, posts, outlines, resumes, notes, and clearer versions of rough text.
Code and debugExplain errors, draft functions, review snippets, and plan implementation steps.
Summarize and learnTurn long text into bullets, explain topics, make study plans, and translate ideas.
Plan and brainstormGenerate ideas, compare options, prepare lists, and organize messy thoughts.
Decision guide

Which workflow should you use?

Start with the simplest mode that solves the job. Move up only when the answer needs judgment, collaboration, or a finished file.

Need speed?Use ChatGPT solo for a first draft, explanation, summary, or code answer.
Need judgment?Use Compare Mode to inspect answers from several models side by side.
Need a stronger answer?Use AI Team to draft, critique, verify, debate, and synthesize.
Need deliverables?Use the studios for documents, slides, spreadsheets, images, and files.

How it works

  1. Import the README, schema and the changed files
  2. Review with one model
  3. Cross-check with another

What opens after login

Where enabled, connect GitHub, choose the repository and the files, and they become context for every model in the Project. Re-sync when the code changes.

Paid plans carry the upload capacity a real selection needs and the latest models, which are the ones that find the retry bug rather than approving plausible code.

Advanced multi-model workflows may require a paid plan.

Review a repository

Choose the right model path

Claude for the first review

Thorough on edge cases and security; ask for findings ordered by severity with the fix.

ChatGPT for the second

A different training, different blind spots. Where both flag the same line, it is wrong.

Gemini for the tie-break

When the first two disagree about whether something is a bug, a third reading usually settles it.

Verification for library facts

Whether a method exists in this version, what a default does: check against docs rather than memory.

Use chat, files, and studios from the same account

01

Chat with files

Upload PDFs, documents, spreadsheets, or images and ask questions about the content.

02

Image Studio

Create image prompts and continue into the dedicated image generation workflow.

03

Document Studio

Generate reports, proposals, resumes, and structured drafts.

04

Presentation Studio

Create decks, outlines, pitch materials, and training presentations.

05

Excel Studio

Work with spreadsheets, formulas, CSV files, and data analysis tasks.

06

Projects

Keep chats and files organized around a client, topic, codebase, or research area.

Real tasks people start here

Pre-deploy review

Review the changed files before I deploy. What will break in production?

The question that catches double charges and leaked data.

Review a repository →

Retry safety

What happens if this webhook is delivered twice, or out of order?

The single most common serious bug in payment code.

Review a repository →

Auth audit

List every route and what an unauthenticated user can do with it.

Finds the endpoint everyone forgot.

Review a repository →

Tests first

Write the tests that pin current behaviour, then propose the refactor.

Makes the refactor checkable.

Review a repository →

How MultipleChat compares

ChatGPT is a strong model. MultipleChat is the workflow around it: model access, side-by-side comparison, AI collaboration, file handling, studios, projects, and verification in one place.

Capability ChatGPT alone Typical AI aggregator MultipleChat
Normal ChatGPT tasksStrong for writing, code, summaries, learning, translation, and analysis.Usually depends on the chosen model.Included Do the same core ChatGPT tasks, then continue into broader workflows.
Latest model accessOne provider's model family.Several models, but versions can be unclear.Current paths ChatGPT, Gemini, Claude, Grok, web-search models, and image models in one workspace.
Side-by-side model comparisonManual copy-paste into other tools.Sometimes basic parallel answers.Core feature One prompt, multiple answers, same context.
AI collaborationOne model answers alone.Mostly model switching.AI Team Models can draft, critique, debate, verify, and synthesize one final answer.
Create files from chatGeneric text output, then manual copy into other apps.Often one or two output tools.Studios Documents, presentations, spreadsheets, images, and file-based chat workflows.
Projects and contextMostly chat history.Usually folders or separate chats.Workspace Chats, uploads, project instructions, sources, and history together.

What to import for a useful review

Not the whole repository. The README, the data model or schema, the module you changed, the modules it calls, and its tests. That is usually five to ten files, and it gives a reviewer the same view a colleague would have. Add Project instructions with your conventions: the database, how money is represented, where secrets live. Then ask one model for the review and a different one for what the first missed.

Re-sync the changed files after you apply fixes, so the next question sees current code. Nothing is committed for you; you apply, test and commit in your own environment.

ImportREADME, schema, module, callers, tests.
InstructConventions in the Project.
ReviewModel A, then model B.
SyncAfter every change.

Start with MultipleChat

Start with free AI chat. Log in when you want the real workspace, saved chats, file uploads, and advanced multi-model workflows.

Review a repository

Frequently asked questions

Does MultipleChat access my whole GitHub?

No. You connect your account and choose the repository and files to include in a Project.

Private repositories?

Yes, whichever repositories your connected GitHub account can access.

Is my code used to train models?

No. Code stays in your account, is encrypted, and is never used to train any model by MultipleChat or the AI providers.

Can it make the changes?

It writes the fix; you apply it and commit in your own environment. Nothing is pushed for you.

Which plan do I need?

GitHub import is available where enabled; the latest models and larger uploads are on paid plans. See the plans page.

How is this different from an IDE assistant?

An IDE assistant helps you type. This gives you an independent review, from a model that did not write the code, with the repository context in view.

Does it read my whole repository?

No. You select the files to include in a Project. Only those are context.

Can it commit or open pull requests?

No. It reviews and explains; you commit in your own environment.

What is MultipleChat?

MultipleChat is an AI workspace where you can chat with leading models, work with files, use dedicated AI studios, compare model answers, and run AI Team workflows from one account.

Which AI models are available?

MultipleChat includes ChatGPT, Gemini, Claude, and Grok model paths in one workspace, plus dedicated image models inside Image Studio. Exact model availability can vary by plan and provider availability.

More tools

Explore related MultipleChat tools

Jump to another model, studio, or workflow.

AI chat

Free AI Chat Online Start a free AI chat in MultipleChat with ChatGPT or Gemini, then continue with files, studios, Compare Mode, or AI Team when you need more. Import ChatGPT Chat History Import exported ChatGPT and AI chat history into MultipleChat so old conversations can continue in one AI workspace. AI File Chat Chat with PDFs, documents, spreadsheets, images, and uploaded files in MultipleChat. AI Web Search Use AI web search in MultipleChat for current information, research, summaries, and source-backed answers. Import ChatGPT History Import exported ChatGPT history into MultipleChat and continue old chats with files, models, and AI workflows.

AI models

ChatGPT Online Free Use ChatGPT online for writing, coding, summaries, learning, translation, brainstorming, and emails. Continue with other AI models, files, and AI studios in MultipleChat. Use Gemini in MultipleChat Use a Gemini-powered chat inside MultipleChat for fast answers, explanations, writing help, and planning - then switch models or open a studio in the same workspace. ChatGPT Alternative Use MultipleChat as a ChatGPT alternative when you want ChatGPT-style tasks plus Gemini, Claude, Grok, files, studios, Compare Mode, and AI Team. Use Claude in MultipleChat Use Claude-style AI workflows in MultipleChat for writing, review, long-context reasoning, comparison, and AI Team collaboration. Use Grok in MultipleChat Use Grok as another AI model perspective inside MultipleChat for research, critique, coding, comparison, and AI Team workflows. Claude Alternative Use MultipleChat as a Claude alternative for long-context writing, review, files, model comparison, and AI Team workflows. Gemini Alternative Use MultipleChat as a Gemini alternative for fast AI chat, research, files, model switching, and side-by-side comparison. Grok Alternative Use MultipleChat as a Grok alternative for second opinions, critique, coding, research, and multi-model AI workflows. Perplexity in MultipleChat Use Perplexity Sonar in MultipleChat for web research with cited sources, next to ChatGPT, Claude and Gemini in the same Project. Sonar Pro on paid plans.

AI studios

AI Image Generator Open MultipleChat Image Studio to turn prompts into images for products, ads, icons, social posts, and creative concepts. AI Document Generator Use MultipleChat Document Studio to draft reports, proposals, resumes, letters, outlines, and structured business documents. AI Presentation Maker Use MultipleChat Presentation Studio to create pitch decks, training decks, outlines, and PowerPoint-style slide structures. AI Spreadsheet Generator Use MultipleChat Excel Studio for spreadsheet creation, CSV analysis, formulas, tables, summaries, and chart-ready data. AI PowerPoint Generator Create PowerPoint-style decks in MultipleChat for pitch decks, sales decks, training, reports, and internal updates. AI Excel Generator Create Excel-style spreadsheets in MultipleChat for budgets, trackers, forecasts, reports, formulas, and data cleanup. AI Business Plan Generator Generate a business plan you would actually follow: ten one-page sections, bottom-up financials, every assumption visible, checked by a second model. Export as a document. AI Pitch Deck Generator Generate a pitch deck from your plan: the ten-slide structure investors expect, the story argued by a sceptical model first, exported as a real presentation.

Advanced multi-model workflows

Compare AI Models Compare ChatGPT, Gemini, Claude, and Grok side by side in MultipleChat Compare Mode. AI Team Mode Use MultipleChat AI Team to coordinate multiple models for reasoning, debate, research, and stronger answers. AI Model Comparison Compare AI models in MultipleChat across writing, coding, reasoning, research, files, and practical work outputs. Ask Multiple AI Models Ask multiple AI models the same prompt in MultipleChat and compare ChatGPT, Gemini, Claude, and Grok answers. Side-by-Side AI Comparison Compare AI answers side by side in MultipleChat to spot disagreements, better phrasing, and stronger reasoning. AI Research Assistant An AI research assistant that cites its sources and gets checked by a second model. Market, competitor, academic and product research in one Project. AI Projects Create an AI Project: files, instructions, code and chats in one place, used as context by ChatGPT, Claude, Gemini, Grok and Perplexity. Free to start. GitHub Code Review with AI Import selected files from a GitHub repository into a Project and have ChatGPT, Claude and Gemini review them. Bugs, security, edge cases, with a model that did not write the code. AI Code Reviewer Paste a file or a diff and get a code review for bugs, security and edge cases, ordered by severity, from ChatGPT, Claude or Gemini. Then a second opinion from another model. AI Fact Checker Check a claim, a paragraph or an AI answer against sources with an independent verification pass, then a second model's reading. Built for the confident-but-wrong problem. AI Second Opinion Get a second opinion from a different AI on the same question and context. Where ChatGPT, Claude and Gemini disagree is where the answer needs checking.

Writing tools

AI Summarizer Summarize text, notes, articles, and documents with ChatGPT in MultipleChat. AI Email Generator Write professional emails faster with ChatGPT in MultipleChat. AI Resume Builder Build a targeted resume with MultipleChat using job descriptions, work history, achievements, and document workflows. AI Cover Letter Generator Create a targeted cover letter in MultipleChat from your resume, job description, company context, and preferred tone. AI Report Generator Generate structured reports in MultipleChat from notes, files, research, data, and AI model review. AI Meeting Notes Turn messy meeting notes into summaries, decisions, action items, follow-up emails, and project documents. AI Contract Generator Draft contract-style documents and clause outlines in MultipleChat for review, negotiation, and internal preparation. AI Landing Page Generator Generate a landing page a stranger understands in five seconds: headline, one sentence, proof, three benefits, one button, in your customers' own words, as a page you can publish. AI Translator Translate documents, emails and product copy with the tone and terminology of your business, then have a second model check the translation. Files and glossaries in a Project.

More tools

Chat with PDF Chat with PDF files in MultipleChat to summarize, extract risks, ask questions, and turn PDF content into documents or slides. Chat with Documents Chat with documents in MultipleChat to summarize, rewrite, review, extract action items, and create follow-up files. AI PDF Generator Create PDF-style documents in MultipleChat from prompts, notes, chats, reports, resumes, and business content. Chat with Excel Upload an Excel file or CSV and ask questions: outliers, margins, trends, formula checks. Numbers recomputed by a second model before you use them.
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