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vs autonomous AI coding agents

Arvad vs autonomous AI developers

Many agents demo well. Arvad keeps plan, build, checks, and deploy together so you can ship.

Market Insights

Context for this category

Funding Rounds
$10B+

AI agent startup valuations

Independent Testing
15%

Average real-world task completion rate

User Reports
50%+

Resources wasted on error recovery loops

Feature-by-Feature Comparison

Feature
Arvad
Others
Autonomous Development
AI builds applications from a description
Yes
Yes
Success Rate
Task completion you can inspect on the build
Measured per project
Often cited 15-30%
Multi-Platform Deploy
AWS, Vercel, Railway, Netlify, and more
Yes
Limited
Project Management
Milestones and tasks on the same project
Yes
No
Custom Domains
Subdomain and custom domains
Yes
No
Debugging Recovery
Retries stay on the build; you can intervene
Workspace retries
Error loops
Transparent Pricing
Pricing and deploy cost you can see
Clear plans
Often opaque usage
Enterprise Security
Cert status shown accurately (In Progress, not complete)
SOC 2 Type II In Progress
Varies

Common Frustrations

With traditional tools

Demo vs Reality

Strong demos that stall before production

Infinite Error Loops

Agents stuck repairing the same failure

Preview Illusion

Preview and production diverge

The Arvad Advantage

How we solve these problems

Reliable Delivery

Builds aimed at production, with tests and deploy

Self-Healing

Retries and fixes on the same build, with human override

Full Lifecycle

Idea through production in one workspace

Start free

See a production path: plan, build, tests, deploy.

Start freeSee a full build

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