What if your AI tools accumulated institutional knowledge—the kind that takes months to build with a real teammate?
| Spec Tools | Issue Trackers | AI Agents | Contextgraph | |
|---|---|---|---|---|
| Structures freeform input | ✓ | ✗ | ✗ | ✓ |
| Tracks and organizes work | ✗ | ✓ | ✗ | ✓ |
| Writes code | ✗ | ✗ | ✓ | ✓ |
| Breaks down complex work | ✗ | ✗ | ✗ | ✓ |
| Adapts plans as you ship | ✗ | ✗ | ✗ | ✓ |
| Orchestrates to completion | ✗ | ✗ | ✗ | ✓ |
| Learns across sessions | ✗ | ✗ | ✗ | ✓ |
Siloed tools can't learn. Contextgraph closes the loop so it gets better at knowing what you want and shipping production-quality code.
See it in action: