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Developer IDEs & Agents · Updated April 2026

Fine.dev

The AI Staff Engineer for Startup Teams

Intelligence Report
Unit ID: fine-dev-001

The Collective Intelligence Report.

AI assistant focused on automating coding, debugging, testing, and code review for startup teams. Acts as an autonomous agent across your entire organization.

VC
Editorial Intelligence
"Fine.dev is built for the modern startup team that wants to automate the tedious parts of the development lifecycle. While other tools focus purely on the individual's editor, Fine excels at team-wide automation—handling code reviews, debugging, and testing across the entire organization. It effectively acts as an autonomous 'staff engineer' for fast-moving squads."
Vibe Coding Research Team
Active Unit
Fine.dev
Sync Status
Live
Research Latency0.02ms
Featured Intelligence Partner

Key Capabilities

Team-wide code review and debugging automation

Autonomous execution of complex tasks across multiple repos

Deep integration with CI/CD and testing frameworks

Context-aware planning for larger engineering goals

Enterprise security and role-based access controls

Standout Features.

Deep Technical Alpha

Startup-First AI

Automates the tedious parts of the startup development lifecycle

Team Automation

Handles code reviews and testing across the entire organization

Autonomous Tasks

Acts as an autonomous 'staff engineer' for fast-moving squads

Strengths

  • Powerful team-wide code review automation
  • Deep focus on debugging and testing automation
  • Autonomous execution across the full development stack
  • Dramatically increases velocity for small engineering teams

Limitations

  • Initial configuration requires more effort than a simple plugin
  • Automation can sometimes be too aggressive for conservative teams
Ideal For
Startup TeamsCode Review AutomationTesting & QARapid Iteration
Not Ideal For
Solo developers only (use Cursor)Teams without automated testing infrastructure
Intel Sponsor

Investment Tiers.

Scaling with your output

hobby

Free

Select hobby
High Performance
Vibe Enabled
pro

$20/seat/mo

Select pro
High Performance
Vibe Enabled
enterprise

Custom

Select enterprise
High Performance
Vibe Enabled
Discovery Intelligence
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