Most AI code generators produce scripts and hope they work. Antrieb takes a different approach: it generates infrastructure code, runs it on real virtual machines, and verifies the results before handing you the final script. I tested it with a real-world task to see if it lives up to the claim.
What I Tried
I asked Antrieb to deploy Nginx with SSL on Ubuntu 24.04 — a task every DevOps engineer does regularly. The prompt was straightforward: install Nginx, generate a self-signed SSL certificate, configure HTTPS on port 443, redirect HTTP to HTTPS, create a test HTML page, and verify everything works.
No YAML files. No manual SSH. Just one natural language prompt through Claude Code's MCP integration.
How It Went
Antrieb spun up a real Ubuntu 24.04 VM in under one second (829ms), generated the bash script, deployed it, and verified the setup — all in 23 seconds total. It passed on the first iteration with zero retries.
The generated script was not just functional but production-quality: it included set -e for error handling, apt lock handling to prevent package conflicts, TLS 1.2/1.3 with strong cipher suites, HTTP/2 support, and proper HTTP-to-HTTPS 301 redirects.
The monitoring dashboard at dash.antrieb.sh gave full visibility into every step — from VM provisioning to package installation to SSL verification. I could see exactly what was happening in real time, which is something you rarely get with other AI tools.
What Worked Well
- Speed: 23 seconds from prompt to verified, working infrastructure is impressive. Doing this manually takes 10-15 minutes minimum.
- First-try success: The self-correction feature (up to 12 iterations) was not even needed — it got it right immediately.
- Script quality: The output was not a minimal "it works" script. It had proper error handling, security best practices, and clean configuration.
- Transparency: The live monitoring dashboard showed every step, every log line, and the final verification. No black box.
- Real VMs: This ran on an actual virtual machine with 2 CPUs and 4GB RAM — not a container or simulation. The script is proven to work on real infrastructure.
What Could Be Improved
- The setup requires an MCP-compatible client (like Claude Code or VS Code), which adds a step for new users.
- There is no option to SSH into the VM for manual inspection after the task completes.
Final Thoughts
Antrieb solves a real problem. AI-generated infrastructure code is only useful if it actually works, and Antrieb proves it works before you ever touch it. For anyone building deployment scripts, automating server setups, or learning infrastructure — it is worth trying.
Check it out at antrieb.sh.
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