Your code never leaves.
The fixes still ship themselves.
An autonomous engineering layer that detects, fixes, and opens a Pull Request for production incidents, running entirely inside your environment.
Engineers should be building.
Instead, they firefight.
The intelligence comes to your code.
Your code never goes anywhere.
Most AI tools send your source to their cloud. VisionHammer runs inside your infrastructure, so the most sensitive thing you own never leaves your control.
Six steps. Zero human input until review.
Every step runs inside your environment. The only thing that crosses your boundary is the Pull Request, and only when you say so.
One platform, end to end.
Every other tool stops at the alert.
We go all the way to the fix.
| Capability | Datadog / New Relic | Sentry / Bugsnag | GitHub Copilot | VisionHammer |
|---|---|---|---|---|
| Real-time log monitoring | ✓ | ✓ | , | ✓ |
| Error detection and alerting | ✓ | ✓ | , | ✓ |
| Source code reading | , | , | ✓ | ✓ |
| Autonomous code patch | , | , | , | ✓ |
| Compile and test validation | , | , | , | ✓ |
| Git branch and PR creation | , | , | , | ✓ |
| Feature implementation | , | , | ~ | ✓ |
| Jira and Slack integration | ✓ | ~ | , | ✓ |
| Predictable, fixed pricing | , | , | , | ✓ |
| Runs inside your environment | , | , | , | ✓ |
| Closes the full loop, log to PR | , | , | , | ✓ |
VisionHammer is the only platform that closes the full loop, from production log to a reviewed Pull Request, inside your own environment, with your approval on every change.
A real engineering team.
Real results.
Pure Pilates ran a VisionHammer pilot from late 2025. In the first three months, the system resolved over 120 production incidents autonomously. The impact went beyond speed. Around 80% of the former maintenance team was redeployed to product development, and firefighting stopped being a daily job.
"VisionHammer transformed how we handle incidents. What used to take hours now takes minutes, and our team finally focuses on building, not firefighting."