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AI tools for coding and websites

Compare coding assistants and website builders for prototypes, websites and internal tools. Match the product to who will review, host and maintain the result.

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26 tools
Cursor — official product preview

Cursor (opens a new tab)

An AI coding environment with agents that help work across a codebase.

Details

Coding & websites · Expert setup

Best for

Technical teams building or improving software.

Your first experiment

Use a test branch to ask for a small bug fix, review the diff and run the relevant tests.

Before you commit

Generated code still needs engineering review. Limit access to secrets and production systems.

Official source Image source Checked 12 Oct 2026 · Research-based, not a hands-on rating.
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Claude Code — official product artwork

Claude Code (opens a new tab)

Anthropic's coding agent works with a codebase, edits files and runs development commands.

Details

Coding & websites · Expert setup

Best for

Developers tackling implementation work with repository context.

Your first experiment

Give it a small, well-defined bug with a reproduction and ask for a tested change to review.

Before you commit

Review diffs, tests and command permissions; generated code still needs security and product judgment.

Official source Image source Checked 12 Oct 2026 · Research-based, not a hands-on rating.
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Codex — official product artwork

Codex (opens a new tab)

OpenAI's coding agent helps developers implement, review and test changes in a project.

Details

Coding & websites · Expert setup

Best for

Development teams delegating bounded software tasks with clear acceptance criteria.

Your first experiment

Ask it to fix one reproducible issue, then inspect the diff and test the resulting behaviour.

Before you commit

Use appropriate access controls and review changes before production deployment.

Official source Image source Checked 12 Oct 2026 · Research-based, not a hands-on rating.
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Lovable — official product preview

Lovable (opens a new tab)

Build and refine web apps from natural-language descriptions.

Details

Coding & websites · Some setup

Best for

Owners exploring a new customer portal, website or internal application.

Your first experiment

Prototype a simple appointment-request dashboard with fictional data and test the mobile layout.

Before you commit

A working preview is not a security review. Check authentication, database permissions and running costs.

Official source Image source Checked 12 Oct 2026 · Research-based, not a hands-on rating.
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Replit — official product preview

Replit (opens a new tab)

Build apps and websites with AI assistance in a hosted development workspace.

Details

Coding & websites · Some setup

Best for

Founders prototyping a business idea or an internal tool.

Your first experiment

Describe a simple stock-request form using sample data and test its full submission flow.

Before you commit

Validate security, data storage and ongoing hosting costs before moving from prototype to production.

Official source Image source Checked 12 Oct 2026 · Research-based, not a hands-on rating.
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Google AI Studio — official product artwork

Google AI Studio (opens a new tab)

Try Gemini models and build web or Android app prototypes from natural-language prompts.

Details

Coding & websites · Some setup

Best for

Teams with technical help evaluating a small AI feature before building it.

Your first experiment

Describe a simple FAQ app using public service information, then test whether it handles missing answers honestly.

Before you commit

Protect API keys and review model settings, costs and data terms before connecting a live application.

Official source Image source Checked 12 Oct 2026 · Research-based, not a hands-on rating.
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Bolt — official product preview

Bolt (opens a new tab)

Build websites and apps through an AI-assisted browser workflow.

Details

Coding & websites · Some setup

Best for

Small teams turning a clear idea into an interactive prototype.

Your first experiment

Build a simple quote-request prototype, then test form validation and the smallest phone layout.

Before you commit

Review generated code, access controls and service costs before collecting real customer data.

Official source Image source Checked 12 Oct 2026 · Research-based, not a hands-on rating.
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Framer — official product preview

Framer (opens a new tab)

Design and publish websites with an editable canvas and AI assistance.

Details

Coding & websites · Some setup

Best for

Businesses building a marketing site with hands-on design control.

Your first experiment

Generate a service-page starting point and refine the copy, spacing and phone layout yourself.

Before you commit

Check CMS, hosting and export constraints. Test forms, accessibility and search metadata before publishing.

Official source Image source Checked 12 Oct 2026 · Research-based, not a hands-on rating.
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GitHub Copilot — official product preview

GitHub Copilot (opens a new tab)

AI coding assistance and agents across editors and GitHub workflows.

Details

Coding & websites · Expert setup

Best for

Developers who want help implementing, understanding and reviewing code.

Your first experiment

Ask for a unit test around one existing function, then check whether it catches a real failure.

Before you commit

Review code, dependencies and permissions. Individual plans may use interactions for model training unless you opt out; check account settings before using client code.

Official source Image source Checked 12 Oct 2026 · Research-based, not a hands-on rating.
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v0 — official product preview

v0 (opens a new tab)

An AI assistant for creating and iterating web interfaces and applications.

Details

Coding & websites · Some setup

Best for

Teams exploring a product interface or building a web prototype.

Your first experiment

Describe one customer dashboard screen and iterate on its mobile layout and empty states.

Before you commit

Review accessibility, backend behaviour and security. A polished interface is only part of a working app.

Official source Image source Checked 12 Oct 2026 · Research-based, not a hands-on rating.
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Devin — official product artwork

Devin (opens a new tab)

An AI software engineering platform with cloud agents and Devin Desktop, formerly Windsurf, for implementation tasks and reviewable code changes.

Details

Coding & websites · Expert setup

Best for

Teams with an existing development workflow and someone reviewing the output.

Your first experiment

Assign a small issue with tests and an explicit definition of done, then review the proposed change.

Before you commit

Keep secrets and production permissions restricted; a completed task still needs engineering review.

Official source Image source Checked 12 Oct 2026 · Research-based, not a hands-on rating.
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Cline — official product artwork

Cline (opens a new tab)

An open-source coding agent with planning, editing and terminal workflows.

Details

Coding & websites · Expert setup

Best for

Developers who want an assistant working directly in their project.

Your first experiment

Use plan mode to explain a bug before allowing a small, reviewable edit.

Before you commit

Monitor model spend and approve commands carefully; inspect all code and dependency changes.

Official source Image source Checked 12 Oct 2026 · Research-based, not a hands-on rating.
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CodeRabbit — official product artwork

CodeRabbit (opens a new tab)

AI-assisted code review that helps explain and flag issues in proposed changes.

Details

Coding & websites · Some setup

Best for

Development teams wanting an additional review pass on pull requests.

Your first experiment

Run it on a small change and compare its findings with your team's review checklist.

Before you commit

Review comments are suggestions, not proof of correctness; keep meaningful tests and human review.

Official source Image source Checked 12 Oct 2026 · Research-based, not a hands-on rating.
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Amazon Q Developer — official product artwork

Amazon Q Developer (opens a new tab)

AWS's AI coding assistant helps write, debug and refactor software in development tools.

Details

Coding & websites · Expert setup

Best for

Developers working with AWS or looking for an IDE assistant.

Your first experiment

Ask it to explain and test a small function before using a suggested refactor.

Before you commit

AWS will end support for Amazon Q Developer IDE plugins on 30 April 2027 and points users to Kiro. Plan migration; review generated code, permissions and cloud costs.

Official source Image source Checked 12 Oct 2026 · Research-based, not a hands-on rating.
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Retool — official product artwork

Retool (opens a new tab)

Build internal tools connected to databases and APIs, with AI-assisted development features.

Details

Coding & websites · Expert setup

Best for

Teams needing an internal dashboard or workflow rather than a public marketing site.

Your first experiment

Prototype a read-only operations dashboard using sample or restricted data.

Before you commit

Set roles and query permissions before allowing users or agents to modify production records.

Official source Image source Checked 12 Oct 2026 · Research-based, not a hands-on rating.
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Durable — official product artwork

Durable (opens a new tab)

An AI-assisted business website builder with marketing and customer-management tools.

Details

Coding & websites · Start yourself

Best for

Small service businesses creating a first web presence.

Your first experiment

Generate a draft site, then replace generic text with your actual services, area and contact details.

Before you commit

Check ownership, export options, forms and mobile usability before connecting your domain.

Official source Image source Checked 12 Oct 2026 · Research-based, not a hands-on rating.
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Choosing a tool

Try a small feature that includes an awkward case. Check code ownership, accessibility, deployment options and ongoing costs. A generated preview is the start of verification, not the end.

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About this directory

We select tools using official product information, not paid rankings or hands-on ratings. Check current features and plans before buying.

Sources checked 12 Oct 2026. We review the directory weekly.

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