A learning layer for AI-generated code

Don't feel guilty about vibe coding. Make the code yours.

AI writes the code. Unvibe helps you understand it.

Select code, choose an explanation depth, and learn what it does, why it works, and how it connects to your project—without leaving your workflow.

Join the waitlistName and email. That is all.
Have a referral or promo code?Optional. Enter the friend who referred you and UNVIBE SPECIAL so we can verify the benefit.

Private Mac beta Working product Invite-only access No credit card required

01 / THE PROBLEM

AI can finish the feature.
You still have to understand it.

AI coding tools can produce working code faster than developers can review it. The problem is not using AI—it is losing track of how your own project works.

Before UnvibeTask complete ✓
  • ?Unfamiliar abstractions
  • ?Dependencies you did not choose
  • ?Failure points you have not reviewed

It works, but can you confidently explain it?

After UnvibeContext found
What changed

Draft state now follows the active ID.

Why it matters

Prevents state carrying over between documents.

Related files

3 modules · 1 hook · 2 call sites

Concept to review

React effect dependencies

02 / ONE QUIET LOOP

From generated code to understood code.

Unvibe adds a short learning step to the workflow you already use.

01

Select code

Choose the exact lines, file, or git change you want to understand.

02

Choose your level

Start plain, go deep, or switch level whenever the explanation misses.

03

Check your understanding

Ask a follow-up, answer a short comprehension check, save the concept, and return to your project.

03 / EXPLANATION DEPTH

The same code,
explained at your level.

Five explanation depths let you control how much detail you receive—from purpose and syntax to execution flow, architecture, risks, and tradeoffs.

03  useEffect(() => {04    setDraft(cache.get(id) ?? '');05  }, [id]);
Syntax + behavior

useEffect synchronizes the draft state with the selected ID.

The dependency array contains id, so React reruns this effect whenever id changes.

Depth 2/5Beginner · advances in 3s

04 / REPOSITORY CONTEXT

A line of code rarely makes sense by itself.

Unvibe can move outward from the selected expression to the surrounding function, file, dependencies, Git change, project structure, and underlying concept.

01 / 07
Line

What the expression does

Loads the saved draft for the active item, or starts empty.

05 / CROSS-APPLICATION WORKFLOW

Beside the tools.
Not another place to work.

Unvibe is a Mac desktop layer designed to remain available across a developer's workflow rather than becoming another separate place to work.

UnvibeMac desktop layer
Cursor
VS Code
Terminal
Claude Code
GitHub
Web browsers

Tool names describe intended workflows, not partnerships or endorsements. Specific integrations may be in development.

06 / CUSTOMER FOCUS

Built first for developers
learning through real projects.

Unvibe is for people using AI-generated code who need to close the ownership gap before they ship, debug, secure, and maintain it.

Student developers learning through assignments and real projectsEarly-career engineers reviewing unfamiliar generated codeAI-first builders closing gaps in understandingHackathon teams shipping under time pressureEngineering leads tracing architecture and implementation risk
my-app/├─ src/hooks/useSyncedDraft.ts├─ src/cache/drafts.ts└─ src/editor/Editor.tsx
CONCEPTEffect dependenciesSeen in 3 files
CHECKWhy can state drift?Ready to test
LEARNING EVIDENCEDevelopingComing during beta

07 / LEARNING SYSTEM

Your project becomes the curriculum.

Each explanation can contribute to study, history, quiz, progress, and account controls—without pretending you have completed a course you never took.

01

Study

A short review queue formed from concepts you have actually met in your code.

02

History

A private, chronological trail of explanations and checks you chose to keep.

03

Quiz

Fresh comprehension checks inside real explanations, where the code context is present.

04

Progress

Cautious evidence, streaks, and learning signals—never made-up mastery scores.

05

Plan

Usage, reset dates, and the Free or Pro space that fits your work.

08 / PRIVATE BY DESIGN

Selected context, with a careful boundary.

The Unvibe Mac app handles explanation requests and filters likely secrets locally before approved context is sent to a model.

Your selected contextOn your Mac
Local secret filter.env · keys · tokens · builds
Approved requestFiltered context only

Only the context required for the requested explanation should be included. No automated secret filter can guarantee that every sensitive value will be detected; per-repository payload previews and additional consent controls are being developed during the beta.

09 / PRICING

Start free. Upgrade when your projects grow.

Free is for understanding selected code: 50 explanations each month, core explanation depths, saved explanations, and study. Pro adds broader project context: Git diffs, agent summaries, nearby files, since-last-understood comparisons, Expert depth, and 100 explanations each month.

Pro annual: $72/year — about $6/month. Save 25% vs monthly.

Learn the code in front of you.

Free

$0No card required
  • 50 explanations each month
  • Selected-code explanations
  • Core explanation levels
  • Spaced study / revisit queue
  • Saved explanations and progress
  • No credit card required
Start for free

FREE INCLUDES

  • 50 explanations each month
  • Selected-code explanations and core levels
  • Study queue, saved explanations, and progress

PRO ADDS

  • 100 explanations each month
  • Git diffs, agent briefs, and nearby-file context
  • Since-last-understood compares and Expert depth

Free covers selected code and your study queue. Pro adds git diffs, agent briefs, nearby files, and since-last-understood compares. Private code is filtered locally before approved context is sent.

10 / QUICK ANSWERS

Before you request access.

Join the waitlist to request access. Invitations are being issued gradually during the private Mac beta. For beta partnerships or developer-community access, contact preston@unvibe.site.

01Is Free actually usable?

Yes. Free includes the main selected-code explanation experience, saved learning, and study features. No payment card or separate AI provider key is required.

02Is Pro cheaper annually?

Yes. Monthly Pro is $8 per month. Annual Pro is $72 per year — about $6 per month, a 25% savings versus paying monthly.

03What happens if I cancel?

Paid access continues through the end of the billing period. Your account then returns to the Free plan, subject to the Free plan’s limits.

04How do I get the product?

Join the waitlist to request access. Invitations are being issued gradually during the private Mac beta. For beta partnerships or developer-community access, contact preston@unvibe.site.

PRIVATE MAC BETA

AI can write the code.
Make sure it becomes yours.

Unvibe helps developers understand, review, and retain the AI-generated code they are responsible for shipping.

Mac · Invite-only · No credit card required