| Core product | Astra — AI CEO + full executive team | Devin — AI software engineer | Tie |
| Primary job | Run company operations end-to-end | Write, debug, and deploy code autonomously | Tie |
| Who it replaces | A 5-10 person startup team across all functions | A senior software engineer at the keyboard | Tycoon |
| Scope | Strategy, marketing, dev, support, finance, ops | Software engineering only | Tycoon |
| Interface | Chat with AI CEO — natural language direction | GitHub-style PRs, IDE integration, Slack commands | Tie |
| Market validation | 2026 launch — growing fast | $4B valuation, used by leading engineering teams | Cognition AI |
| Code quality | Via AI CTO role — good for maintenance, content sites, integrations | State-of-the-art for complex software engineering | Cognition AI |
| Non-engineering work | Marketing, content, SEO, support, finance, PR — all built-in | Not in scope — Devin is an engineer, not a marketer | Tycoon |
| Pricing | Free start, usage-based ($50-$500/mo typical) | $500/mo per seat (Devin) | Tycoon |
| Best for | Solo founder who needs a company, not just code | Engineering-heavy startup that ships code daily | Tie |