Vibe Coding vs Low-Code vs No-Code

Vibe coding produces ordinary source code: an AI writes it from your prompts, and you, or someone you hire, own it, maintain it and choose where it runs. Low-code produces an app on a vendor’s platform: you build mostly with visual tools, developers can add code at the edges, and the platform supplies hosting, security and upgrades. No-code produces a configuration that only runs inside the tool that made it: nothing to maintain but also nothing to take away. So the real question is not which is fastest to a demo, since all three are fast, but what you want to be holding in two years: code, a platform subscription, or a tool you cannot leave without rebuilding.

What vibe coding is, and how to do it without losing control, is in what is vibe coding. The choice between browser app builders and a coding agent working in your repository is in Lovable vs Claude Code. This post compares the three approaches, not individual tools.

The three, in their makers’ words

• Vibe coding: building software by describing it to an AI and letting it write the code. Google Cloud’s explainer on what vibe coding is↗ (opens in a new tab) separates the carefree original, for throwaway projects, from responsible AI-assisted development, where you review, test and understand the output. Examples: app builders such as Lovable, Bolt and v0; coding agents such as Claude Code, Cursor and Gemini CLI.
• Low-code: OutSystems defines low-code↗ (opens in a new tab) as a way to create applications with minimal hand coding, for professional developers and business users alike. Examples: OutSystems and Microsoft Power Apps, which Microsoft describes as a rapid development environment for business apps that pro developers can extend with code.
• No-code: building with no code at all, through visual editors, templates and connectors. Examples: Bubble, which calls itself a no-code AI app builder; Zapier, which describes its platform as no-code automation; and Google’s AppSheet, which Google lists as a no-code development platform.

The labels are already blurring

Every one of these tools now takes a prompt. Microsoft’s Power Apps vibe experience↗ (opens in a new tab), in preview, builds requirements, data and full apps with generated code from a description, aimed at business analysts, citizen developers and professional developers. Bubble lets you switch between AI prompting and visual editing. Google’s own table of vibe coding tools labels Google AI Studio “No-Code / Low-Code” and Gemini CLI “Low-Code/AI-assisted”.

So “does it use AI?” no longer separates them. What still does is what the AI produces and where it lives: files in a repository you control, components inside a vendor’s platform, or settings inside a hosted tool. Everything below follows from that.

Who owns the code

• Vibe coding: the output is plain files, usually in a git repository. A coding agent writes into your repository from the start; the browser builders sync to GitHub, each in its own way, which is covered in the Lovable comparison. Either way you can read it, copy it, and hand it to any developer.
• Low-code: you own your app’s definition, but it runs on the platform. On Microsoft’s Power Platform, apps travel between environments as solutions, and Microsoft’s solution concepts↗ (opens in a new tab) guide says the exported, unmanaged versions should be checked into source control. That is real version control, but what you store is a package for that platform, not an app that runs anywhere else.
• No-code: often, no code exists that you could take. Bubble’s page on application and data ownership↗ (opens in a new tab) says you own your app’s design and your users’ data, Bubble owns the underlying code, apps run only on Bubble, and there is no way to export an app as code. Your data can be exported as CSV or read through its API.

Who maintains it

This is where vibe coding costs most, and it arrives later. The AI wrote the code, but nobody wrote it by hand, and possibly nobody on the team can read it. Framework upgrades, security patches in dependencies, a database that needs a migration: all of that is yours. A coding assistant can do much of it, but someone has to ask, check the result and decide.

Low-code and no-code move most of that to the vendor. The platform upgrades its runtime, patches its servers and keeps its connectors working. What you maintain is your logic, your data model and your integrations, and when the platform changes a feature, you adapt. The trade is control for relief: you cannot patch a problem in the platform yourself, and you cannot make it do something it does not support.

Lock-in, honestly

• Vibe coding: the least lock-in to a tool, since you can swap the AI assistant tomorrow and the code stays. You are still tied to whatever stack and hosting the AI chose, so check those choices early.
• Low-code: moderate to high. Moving off means rebuilding the app, though your data and any code you wrote at the edges may carry over.
• No-code: highest. If the app runs only on the platform, leaving means a rebuild from the design and the data.

Lock-in is not automatically bad. A small internal tool that lives happily on a platform for ten years was a good choice. The mistake is choosing without knowing, then discovering the limit when the app has become important.

Security review

With vibe coding, all of it is yours. The AI will produce working sign-in, API routes and database access, and none of it is reviewed unless you review it. The mistakes that repeat, such as secrets in the browser, routes that never check who is calling and tables anyone can read, are listed with fixes in vibe coding security.

With low-code, the platform handles hosting, sign-in and much of the plumbing, and an organisation governs it centrally. On Power Platform, administrators set data policies↗ (opens in a new tab) that control which connectors makers may use in their low-code apps, workflows and chatbots, and apps that break a policy are suspended. What is left to review is your part: who each app is shared with, which data each connection can reach, and any custom code.

With no-code, the vendor secures the platform and you secure your configuration: who can see which records, what is public, which integrations hold which keys. Most no-code leaks are settings, not code, which makes them quick to fix and easy to miss.

The path to production

• Vibe coding: you build the path. A repository, tests, a build that runs somewhere other than your laptop, hosting, environment variables for secrets, and a way to roll back. None of it comes with the code unless you use a builder that hosts for you.
• Low-code: the platform has one. On Power Platform, makers work in a development environment and import the app into test and production environments as a managed solution, so the stages are built in.
• No-code: usually a publish button and a custom domain. Fast, but check whether the tool offers a separate test version before you change a live app that people depend on.

Who each suits

• Vibe coding suits developers who want to go faster, founders testing an idea who expect to hand it to engineers, and anyone who needs the result to run outside a vendor’s platform. It asks for the most discipline afterwards.
• Low-code suits organisations already inside a platform, such as a Microsoft 365 company, building internal apps with IT oversight, where governance matters more than freedom.
• No-code suits individuals and small teams automating their own work or shipping a simple product, where speed and zero maintenance outweigh being able to leave.

Many teams use more than one: a no-code automation between two tools, a low-code app for the finance team, and a vibe-coded prototype that becomes a real codebase once customers arrive. The approach can change as the project does; just decide deliberately when it should.

Keep the plan outside the builder

Whichever you choose, the list of what to build next, what is broken and what was decided should not live inside the builder’s chat or its settings. It is the one thing that has to survive a move from one approach to another. A fenbs board holds it in four lanes, To Do, Next Up, In Progress and Completed, with each task marked as a feature, an enhancement or a bug. Record choices like “stay on the platform until we pass fifty users” on the Decisions page, with who made them and why.

fenbs connects to AI assistants over MCP, so a coding agent can read its task, write its plan and file what it notices. It has no integration with low-code or no-code platforms; there, a person moves the tasks.