Coming Soon · Early Access Open

AI-Era
Dev Companion

In the Vibe Coding era, AI writes code faster than ever — but your project is turning into a black box. LOGOS keeps you seeing your project's full picture at every stage of AI-assisted development.

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logos.miniidealab.com · my-saas-app
PROJECT
Requirements
APIs (12)
Database
Scenarios
Health
API Endpoints Coverage 83%
GET /api/users List all users 200
POST /api/auth/login Authenticate user 201
PUT /api/users/:id Update user profile 400
GET /api/products List products 200
DELETE /api/posts/:id Delete post 204

The Problem

The Faster AI Codes, the Darker the Box

Do any of these sound familiar?

?

AI wrote 50 endpoints. Can you describe the purpose of each one?

?

The project runs — but have you verified the business logic is actually correct?

?

Didn't touch the project for three weeks. Can you still understand it when you come back?

?

AI drafted a tech spec. You want to change three things, but explaining "what to change" takes longer than doing it yourself.

→

LOGOS answers: keep you seeing your project's full picture at every stage of AI-assisted development

Core Capabilities

Three Layers, Progressively Solving the Black Box

From seeing clearly, to running through, to doing it right

Layer 1 / See Clearly — Project Visibility

Docs, API, DB Schema — Unified Visibility

Bring together everything scattered across Notion, Swagger, draw.io into one unified project visibility panel. Open it anytime and see the real state of your project.

  • ✓Product docs, API docs, DB schema — all in one place
  • ✓Field-level change tracking — update an API, docs highlight the impact
  • ✓Project health dashboard: API coverage, doc completeness, validation status
Project Visibility Panel
ModuleAPIsDocsHealth
User System 8 100%
Payment Flow 5 60%
Product Catalog 12 90%
Notifications 3 33%

Core Feature

Docs as Context

No more explaining 'what to change' to AI — let the docs themselves become the context.

01

Select Any Text in Your Docs

Highlight a requirement, API description, or DB field note — anything you want to discuss.

02

Write Your Thoughts, Choose a Mode

Write a comment, then pick: Edit Doc / Execute Task / Discuss. The system structures the prompt based on the mode.

03

Auto-Injects Project Context

Related APIs, table schemas, and business rules are automatically included in the prompt so AI knows exactly what to change.

04

One-Click Copy → Paste to Cursor

Copy the generated structured prompt, paste into Cursor or any AI coding tool for precise execution.

Ready to Learn More?

Visit the LOGOS website for full features and early access.

Go to LOGOS Website
✓Local-first, data stays on-device ✓Open Source · BSL License ✓Deep Cursor integration