Autofix that proves the attack stopped
Most autofix tools work on what a static scanner suspects. Robochicken works on what a runtime test proved, and it re-runs that test to show the fix holds.
Use the right fixer for the finding you have
If your backlog is mostly static analysis alerts, GitHub’s agentic autofix and Pixee are both serious tools, and you may already pay for one. Use them.
A runtime finding is a different animal. Your DAST scanner or AI pentest sent a real request and got real data back. The fix might live in a query, a middleware chain, a Terraform module, or an NGINX config. And the only honest proof it worked is to send the same request again.
That’s the job Robochicken was built for.
Side by side, from each vendor’s own description
Checked October 2026. Products change quickly, so follow the sources below for the current word.
| Criterion | Robochicken | GitHub agentic autofix | Pixee | Enterprise ASPM platforms |
|---|---|---|---|---|
| Findings it fixes | Runtime findings: DAST, AI pentest, and cloud posture, plus the code, IaC, and config behind them | Code scanning alerts, from CodeQL and third-party static tools | Static analysis and dependency findings, from many scanners | Routes findings from many scanners into tickets and workflows |
| What proves the fix worked | Your tests before the PR, then your scanner re-runs the original attack after deploy | Re-runs the static analysis to confirm the alert closed | Runs tests and checks the build before opening the PR | Usually a ticket status change or the next scheduled scan |
| Audit evidence | Finding, fix, approval, test run, and clean re-scan, timestamped in one PR | Not a stated feature | Not a stated feature | Reporting across the program |
| Built for | Software teams of 50 to 500 with an audit date and no AppSec team | Organizations already on GitHub Code Security and Copilot | Teams reducing static and dependency backlogs | Large security organizations with many scanners |
Sources
Comparison questions
- How is Robochicken different from GitHub Copilot Autofix?
- GitHub’s agentic autofix fixes code scanning alerts and confirms the fix by re-running static analysis. Robochicken fixes findings that a runtime test proved exploitable, such as DAST, AI pentest, and cloud posture findings, and confirms the fix by having the scanner re-run the original attack after deploy. Many teams can use both.
- How is Robochicken different from Pixee?
- Pixee fixes static analysis and dependency findings from many scanners and tests its fixes before opening a pull request. Robochicken focuses on runtime-proven findings and on infrastructure and configuration fixes, and it closes a finding only after the scanner confirms the exploit no longer works.
- Does Robochicken replace an ASPM platform?
- No. Application security posture management platforms aggregate and route findings across many scanners for large security teams. Robochicken writes and verifies the fixes, and suits teams without a dedicated application security function.
Bring the findings static autofix can’t close
DAST, AI pentest, and cloud findings, fixed and proven by re-running the attack. 10 design partners get Robochicken through December 31, 2027 for half of retail, at a most-favored price. Applications close December 15.